Crypto World
What Pioneers Must Know Before the March 1 Deadline
The Core Team said they continue with the updates, and the latest is right around the corner.
Despite the ongoing community backlash and questions regarding the migration state, the team behind Pi Network announced a new set of protocol upgrades that are currently in progress, and the deadline is March 1.
In the meantime, the native token has been quite volatile as of late, and we will review its most recent performance.
March 1 Deadline for Nodes
Similar to the updates outlined by the team in mid-February, the new protocol improvements will be rolled out gradually. In this second step, the deadline is set for the upcoming Sunday (March 1).
As with the February batch, all network nodes are required to complete this step before the deadline to “remain connected to the network.”
Protocol upgrades in progress (Step 2 – Deadline: March 1): The Pi Mainnet blockchain protocol continues to undergo a series of upgrades. All Mainnet nodes are required to complete this step before the deadline to remain connected to the network. Details here:…
— Pi Network (@PiCoreTeam) February 25, 2026
The explanatory post actually refers users to the Pi Nodes page on the project’s website. In it, the team reiterates previous statements about the importance of nodes within the Pi Network ecosystem, as they referred to them as the “fourth role.” Once again, they reminded that nodes have to run on laptops and desktops instead of mobile phones.
Pi Nodes, similar to other blockchains, are responsible for validating transactions on the distributed ledger and resolving challenges in maintaining a “distributed currency by having to come to a “consensus” on the order of new transactions that are being recorded.”
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In Pi Network’s case, the consensus algorithm is based on SCP, which allows nodes to form trusted groups, referred to as quorum slices, and only agree to transactions that are in complete alignment.
“Unlike most other crypto projects, the Pi Node will continue to follow the philosophy of user-centric design. Instead of requiring deep technical knowledge to set up a node, everyday people will be able to do that by installing a desktop application on their computers,” said the team.
PI Price Update
Pi Network’s native token went through some intense volatility in the past few weeks, which included a sporadic 35% daily surge a few weeks back that pushed it beyond $0.20. However, it was quickly rejected there and driven to under $0.16 during the market-wide crash earlier this week.
With BTC and the alts rebounding yesterday and today, PI followed suit and now sits inches away from $0.17. The upcoming unlocking schedule has some troubling news for next week, but the following several days should ease the pain, with around 5.5 million tokens to be released daily.
On March 7, though, that amount will skyrocket to almost 22 million, followed by 16.5 million a day later. These large unlocks could increase the immediate selling pressure.
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Crypto World
On-Chain Insurance Markets – Smart Liquidity Research
The Most Underrated Primitive in DeFi
DEXs get the glory.
Lending markets get the TVL.
Memecoins get the chaos.
But what is the quiet infrastructure that will determine which protocols survive the next bear cycle?
Insurance.
And not the polite, brochure-friendly version.
I’m referring to native, on-chain risk pricing markets integrated directly into DeFi protocols.
The Hard Truth: DeFi Is Structurally Underinsured
DeFi has:
-
Billions in TVL
-
Smart contracts controlling systemic liquidity
-
Cross-chain bridges holding economic nukes
-
Governance tokens directing treasury decisions
What doesn’t it have?
Adequate, scalable risk markets.
Insurance in DeFi today is niche. Optional. Afterthought-level.
But if capital markets teach us anything, it’s this:
Markets don’t mature without mechanisms to price risk.
Right now, DeFi prices yield far better than it prices fail.
That’s backwards.
Why Risk Pricing Markets Matter More Than DEXs
Yes, decentralized exchanges unlocked permissionless liquidity.
Yes, AMMs were revolutionary.
But over the long term, risk markets determine capital efficiency.
In traditional finance, insurance, and derivatives:
In crypto, we built leverage first… and safety second.
That’s like inventing jet engines before seatbelts.
What Is an On-Chain Insurance Market?
An on-chain insurance market is a protocol layer where:
-
Smart contract risk is priced dynamically
-
Coverage can be bought or sold permissionlessly
-
Premiums adjust based on real-time demand and risk signals
-
Claims are resolved via transparent mechanisms
Think of it as a prediction market for failure — except with capital backing it.
Risk becomes tradable.
Failure becomes priced.
Security becomes economically measurable.
The Bear Market Stress Test
Bull markets hide structural weakness.
TVL is up. Tokens pump. Hacks feel like isolated incidents.
Bear markets are different.
Liquidity dries up.
Confidence collapses.
Treasuries get tested.
Governance becomes brittle.
And here’s the thesis:
Protocols without native insurance primitives won’t survive the next real bear cycle.
Why?
Because when volatility spikes:
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LPs withdraw if the downside is unprotected
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Institutions avoid uninsured smart contract exposure
-
Retail panics faster when risk is opaque
Without insurance, capital becomes fragile.
With insurance, capital becomes sticky.
Native Insurance vs. Third-Party Coverage
Most DeFi insurance today is external.
Protocols like:
offers coverage marketplaces.
That’s a start. But it’s not enough.
The future isn’t external add-ons.
The future is:
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Embedded coverage at the deposit
-
Automated coverage ratios
-
Insurance pools funded by protocol revenue
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Dynamic risk premiums are visible in UI
Insurance must be default, not optional.
The Capital Efficiency Argument
Insurance unlocks:
1. Lower Cost of Capital
If LPs are insured, they demand lower yield premiums.
Risk compression = deeper liquidity.
2. Institutional Participation
Institutions require hedged exposure.
No insurance = no serious capital.
3. Governance Discipline
If risk is priced, governance decisions become economically accountable.
Risk markets are truth machines.
They expose weakness before hacks do.
Insurance as a Signal Layer
On-chain insurance markets can function as:
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Early warning systems
-
Governance credibility scores
-
Smart contract risk dashboards
-
Protocol health indicators
If premiums spike, something’s wrong.
Markets don’t lie — especially when capital backs the signal.
DEX volume can be gamed.
TVL can be mercenary.
Insurance pricing? Much harder to fake.
The Inevitable Convergence
Over time, we’ll see convergence between:
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Lending markets
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Perpetuals
-
Options
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Insurance
All of them are risk-transfer systems.
The line between hedging and insurance will blur.
Smart contracts will self-insure.
Treasuries will auto-allocate to coverage pools.
Risk will be tokenized.
And the protocols that integrate this layer early?
They’ll survive volatility cycles with stronger balance sheets and higher trust.
The Real Competitive Moat
Most protocols compete on:
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APY
-
Incentives
-
UX
-
Tokenomics
The next cycle will reward:
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Resilience
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Risk transparency
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Embedded protection
Yield attracts capital.
Insurance retains it.
Final Thesis
DeFi’s first phase was about access.
The next phase is about durability.
Risk pricing markets are not a side feature.
They are foundational infrastructure.
Protocols without native insurance primitives won’t survive the next bear cycle.
And when the next liquidity crunch hits, the market won’t ask:
“How high was your APY?”
It will ask:
“How well were you insured?”
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Crypto World
Gold Surges as Middle East Tensions Drive Safe-Haven Demand
Rising geopolitical tensions in the Middle East are shaping how investors size risk, with safe-haven assets drawing attention as equities and crypto markets recalibrate. Fresh indicators show hedging behavior taking hold: oil flows from Iran are rising, while gold demand in key markets is climbing as traders seek ballast against potential disruption and macro volatility. At the same time, crypto markets are responding to a mix of flows that can tilt risk sentiment in either direction, underscoring why the ongoing dialogue around Iran’s nuclear policy and broader policy risk remains central to market discourse.
Key takeaways
- India’s gold ETFs are attracting record inflows, with purchases totaling about 250 billion rupees (roughly $2.7 billion), a new high that surpassed equity mutual fund inflows for the first time.
- Iran’s crude exports surged to about 20.1 million barrels in a recent window (Feb. 15 to Friday), a move analysts describe as both a preemptive supply shift and a hedge against potential disruption amid rising U.S.-Iran tensions.
- Bitcoin (CRYPTO: BTC) continues trading in a defined range, with weak whale accumulation and persistent ETF outflows dampening conviction in the near term.
- U.S.-listed spot Bitcoin ETFs posted notable daily inflows, signaling renewed investor interest as BTC tests the $68,000 level, though the broader outflow backdrop remains a factor.
- Gold holds near $5,172 per ounce after a weekly gain of about 4.4%, reflecting robust defensive demand amid macro uncertainty.
Tickers mentioned: $BTC
Sentiment: Neutral
Price impact: Neutral — BTC remains in a defined range as macro signals yield mixed safe-haven and inflation hedging pressures.
Market context: The market narrative sits at the intersection of geopolitics, currency flows, and risk-on versus risk-off dynamics, with gold and Bitcoin acting as competing hedges in a volatile environment.
Why it matters
The current environment underscores how geopolitical frictions can recalibrate investor behavior across traditional and crypto assets. As oil markets reflect potential disruption, demand for physical gold and related instruments strengthens, particularly in large consumer economies where import patterns and sentiment drive flows. In this context, India’s gold ETFs—representing a major portion of the world’s gold consumption—are capturing outsized attention. The surge in inflows signals a structural tilt toward gold as a core component of portfolios, especially in a region where the metal plays a tangible role in wealth protection and risk diversification.
On the crypto side, Bitcoin’s latest price action illustrates a delicate balance between safety-seeking capital and the lure of potential upside as inflation fears wax and wane. The most recent on-chain data from Glassnode shows that the market’s short-term behavior remains cautious: BTC is oscillating within a broad band, and there is a notable absence of robust whale accumulation even as exchange-traded exposure remains a prominent factor in liquidity dynamics. A sizable portion of Bitcoin sits at a loss, suggesting that a portion of holders are still realizing losses rather than cycling profits, which can dampen near-term upside momentum but does not preclude longer-term volatility from re-emerging should macro conditions shift.
Beyond price charts, ETF activity remains a critical barometer. U.S.-listed spot Bitcoin ETFs posted strong daily inflows in one session, lifting the sector after weeks of outflows and helping prices test recent resistance. While inflows can reflect renewed interest, they also mirror ongoing shifts in the broader compliance and retail adoption landscape, where regulated access remains a key driver for investor diversification. This dynamic is complemented by a growing conversation about how macro environments—whether driven by dollar strength, inflation expectations, or geopolitical risk—affect the appeal of digital assets as hedges or risk-on instruments.
Meanwhile, the gold complex continues to reflect a convex response to uncertain macro signals. The metal has traded near $5,172 per ounce, rising by roughly 219 dollars across the prior week, a move that corroborates the “risk-off” tilt some investors favor when equity markets appear stretched or geopolitical headlines intensify. The Indian market, in particular, is illuminating a broader theme: a shift from equity allocations toward defensive assets—gold and its financial proxies—as part of a broader effort to shield capital against volatility.
In a broader sense, the narrative around demand for safe-haven assets—both physical gold and regulated gold exposure in the form of ETFs—highlights a common thread: investors are seeking reserves that are less exposed to fiat dollar shocks and geopolitical flashpoints. The question for market participants is whether these hedges will crowd into digital assets as macro conditions evolve or whether traditional shields will maintain their primacy in the near term.
For context, a separate analysis has highlighted that questions about the sustainability of a megaregional shift—such as whether China will shift its foreign-exchange reserves toward gold or other hedges—continue to influence investor expectations. As markets parse these signals, the balance between risk-off assets like gold and risk-on or hedged exposure in crypto remains a focal point for traders and portfolio managers alike.
What the data say about sentiment and positioning
On-chain metrics illustrate a cautious stance among Bitcoin holders. The latest weekly perspective notes that Bitcoin has traded in a broad $60,000 to $70,000 corridor, with subdued accumulation by large holders and ongoing ETF-related outflows. In parallel, the broader market narrative remains sensitive to liquidity shifts and policy cues, making near-term price directions highly contingent on incoming macro data and geopolitical developments.
In the same vein, the Islamic-markets and Indian retail segments appear to be carving out distinct hedging behaviors, contrasting with U.S. and European flows that continue to be shaped by ETF structures and regulatory considerations. These dynamics contribute to a mosaic where gold and Bitcoin can diverge on path while still reflecting a common underpinning: a search for reliable hedges amid heightened uncertainty.
What to watch next
- Updates on Iran–U.S. policy rhetoric and potential escalations, given the sensitivity around nuclear talks and regional security, could recalibrate risk appetite for both gold and crypto markets.
- Continued momentum in India’s gold ETF inflows and any emergent shifts in other major gold markets, alongside price movements in gold and related products.
- Bitcoin price action near critical levels—whether the $64,000–$65,000 zone or the $69,000 threshold proves decisive in signaling a breakout or renewed consolidation.
- US ETF flow data for Bitcoin and other crypto products in the coming weeks, which could confirm whether recent inflows signal a durable regime shift or a temporary rebound.
Sources & verification
- Iranian crude export data and shipment volumes from Kharg Island reported in Middle East Eye coverage covering Feb 15 to the following Friday.
- India gold ETF inflows and the broader gold demand narrative as summarized by The Kobeissi Letter, with data showing 250 billion rupees in inflows and a shift away from equities.
- Glassnode weekly on-chain data detailing Bitcoin’s price range, whale activity, and the loss position of a large portion of supply, including the 90-day realized profit-to-loss metric.
- US-listed spot Bitcoin ETF inflows, including a session with about $506.5 million in daily inflows and commentary on weekly inflow patterns after a period of outflows.
- Gold price history and current trading levels cited in GoldPrice and related references, showing price movement in the recent week.
Key figures and next steps
The market narrative remains tethered to how geopolitics will influence the balance of risk assets. Gold’s outperformance in response to uncertainty underscores the appeal of traditional hedges, while BTC’s constrained range reveals the tension between caution and speculative opportunity. As policymakers and market participants absorb new data—from oil shipments and sanctions risk to ETF flows and on-chain signals—the path forward for crypto and gold will likely reflect a composite outcome rather than a single directional move.
What it means for traders and investors
For traders, the current environment emphasizes the importance of liquidity and risk controls, particularly as macro drivers can flip sentiment quickly. For investors, the experience reinforces a diversified approach that weighs both physical and financial hedges against a backdrop of evolving macro risk. For builders in the crypto space, the message is clear: regulated access and clear, transparent risk disclosures remain vital to sustaining interest as traditional hedges compete with digital assets in a shifting risk landscape.
What to watch next
- Iran–U.S. policy updates and potential escalation indicators.
- Sustained inflows into India’s gold ETFs and any corresponding price dynamics in gold markets.
- Bitcoin price activity around critical levels and any breakout signals beyond the current range.
- Regulated ETF flow trends for Bitcoin in the United States and other major markets.
Why it matters (final)
The intersection of geopolitics, macro risk, and investor hedging remains a central theme for 2026. While gold continues to be the primary safe-haven instrument in many geographies, digital assets are increasingly intertwined with mainstream investment infrastructure, aided by regulated access and institutional interest. The evolving narrative around safe havens, currency dynamics, and reserve diversification will likely shape how portfolios balance exposure to traditional assets and newer forms of collateral, even as headline risks continue to drive volatility and appetite for hedges across asset classes.
Crypto World
Decibel goes live on Aptos with fully onchain perpetuals exchange
Decibel, a fully onchain perpetuals exchange incubated by Aptos Labs, is now live on the Aptos mainnet, the Decibel Foundation said Wednesday.
The debut follows a public testnet that drew more than 700,000 unique accounts and 132,000 daily active users, according to the foundation. Users executed over 1 million trades per day during testing, and more than $58 million was committed through a pre-deposit campaign ahead of mainnet activation.
Decibel’s debut comes during an intensifying race among onchain perpetuals exchanges. The past year has seen a surge of competition, led by Hyperliquid, which remains the category’s dominant venue by volume.
Other contenders, including Aster and Lighter, briefly gained traction before fading from the spotlight. Decibel now enters that increasingly crowded field with plans to gain market share from a sector that racked up $920 billion in trading volume over the past 30 days, according to DeFiLlama.
Decibel operates a central limit order book where order placement, matching, settlement and risk management occur entirely onchain. The model replaces the offchain risk engines and discretionary controls common in traditional and crypto exchanges with predefined smart contract rules visible to users.
The protocol will become the first perpetual exchange built on Aptos, a layer-1 blockchain with sub-50 millisecond block times and sub-500 millisecond finality. Decibel’s matching engine, margin requirements and liquidation logic execute onchain.
Users can fund accounts from Aptos, Ethereum, Solana or centralized exchanges. Roughly 40% of pre-deposit capital originated from Ethereum and Solana, the foundation said. The platform uses a dollar-denominated stablecoin, usDCBL, issued by Bridge, a Stripe company, as default collateral.
The Decibel Foundation said it plans to add spot markets, multi-collateral accounts and tokenized real-world assets, with the aim of expanding beyond crypto derivatives over time.
Crypto World
UAE Institutional Leaders Gather in Abu Dhabi as Digital Asset Strategy Accelerates Across the Gulf
Abu Dhabi, United Arab Emirates— Senior leaders from global finance, digital asset infrastructure, and regulatory institutions will convene in Abu Dhabi on May 13, 2026, for the inaugural Digital Assets Forum Abu Dhabi — a highly curated gathering examining the adoption of digital assets under the UAE’s progressive regulatory framework.
The forum comes amid rapid institutional momentum across the Gulf. The UAE has emerged as a global leader in digital asset regulation, providing structured licensing regimes, sovereign-backed innovation programs, and a robust ecosystem where banks, asset managers, and institutional investors are actively deploying capital and forming strategic partnerships.
Following the successful third edition of Digital Assets Forum in London — which gathered nearly 2,000 senior attendees from global banks, asset managers, and infrastructure providers — the forum now expands to the Middle East at a pivotal moment.
“Across our successful London editions, we have seen how regulatory clarity drives institutional engagement,” said Victoria Gago, Co-Founder of Digital Assets Forum. “Abu Dhabi is now at the center of a structural shift in global finance, with capital concentration, infrastructure buildout, and global firms relocating headquarters. This forum brings together the decision-makers who are shaping the future of digital finance and turning strategy into action.”
Confirmed institutional speakers include Christoph Richter, Head of Digital Assets & AI at ADGM; Sebastian Widmann, Head of Dubai at Komainu; Karl Naim, Group Chief Commercial Officer at XBTO Middle East; Yan Ma, Executive Director at Spartan Group; Catrina Wang, General Partner at Portal Ventures; Elliot Andrews, CEO of Aspen Digital; and Rachel Conlan, Global Chief Marketing Officer at Binance.
DAF Abu Dhabi will examine UAE digital asset regulation versus other jurisdictions, institutional digital asset management and portfolio strategies, stablecoins, payments and CBDCs, DeFi and TradFi integration, real-world asset tokenisation (RWA), the state of crypto ETFs, liquidity, custody and institutional market infrastructure, and institutional risk management frameworks — all with a focus on practical outcomes that enable investment, capital allocation, and partnership execution.
Digital Assets Forum Abu Dhabi is designed as a highly curated, executive-level gathering focused on deal-making, capital deployment, and strategic partnership formation. The format includes main-stage panels, closed-door sessions, dedicated one-to-one meeting areas, and private briefing rooms. The objective is not retail awareness, but to translate dialogue into tangible agreements and coordinated investment strategies for 2026 and beyond.
About Digital Assets Forum
Digital Assets Forum is a global institutional series bridging traditional finance and digital assets.
The Abu Dhabi edition marks its expansion into the Middle East, following established editions in London.
Launched in 2018 in Barcelona, the European Blockchain Convention — organiser of Digital Assets Forum — has become one of Europe’s leading blockchain platforms for financial institutions, policymakers, and infrastructure providers integrating blockchain into mainstream finance.
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Crypto World
Gate Obtains Malta Payments Institution License, Strengthening EU Stablecoin Payment Infrastructure
[PRESS RELEASE – Malta, EU, February 26th, 2026]
Gate, a world-leading player in crypto space, announced that Gate Technology Ltd, its Malta-based entity, has officially obtained a Payment Institution license under the EU’s Second Payment Services Directive (PSD2) from the Malta Financial Services Authority (MFSA). This milestone places Gate among one of the crypto-native companies in Europe to secure this level of regulatory approval, reinforcing its long-term strategy to bridge legacy finance and Web3 infrastructure across the continent.
Gate Technology Ltd. CEO, Mr. Giovanni Cunti, commented on the achievement: “We are proud to have secured this Payment Institution license. It positions Gate to build a secure, scalable bridge between traditional finance and Web3, delivering compliant payment solutions to clients across Europe. This accomplishment is the result of our team’s dedication and marks a critical step in aligning with MiCA’s regulatory framework.” He further emphasized the broader significance of the license, noting that it establishes a strong foundation for future financial services and ensures regulatory certainty for both institutional and retail clients in the dynamic European market.
This announcement builds on Gate’s earlier regulatory achievements in Malta, where Gate previously obtained a full MiCA license to provide exchange and custody services. These milestones are part of Gate’s comprehensive global compliance strategy, which spans multiple jurisdictions including but not limited to Malta, Cyprus, the Bahamas, Japan, Australia, and Dubai. Malta, in particular, has emerged as a strategic hub for European operations, offering a transparent and forward-looking regulatory environment that aligns with Gate’s vision for secure, scalable, and innovative digital asset services.
By securing the PSD2 license, Gate is now expanding its payment services across the European Union through passporting rights. The license not only affirms Gate’s commitment to compliance and regulatory excellence, but also enhances its ability to integrate traditional finance mechanisms with Web3 applications, creating a seamless, secure, and efficient ecosystem for users. As Europe’s crypto landscape continues to evolve, Gate is well-positioned to play a leading role in driving innovation, transparency, and trust in digital financial infrastructure.
About Gate
Founded in 2013, Gate is a pioneer in the cryptocurrency industry, with its flagship platform, Gate.com, serving over 49 million users globally and ranking among the top 3 crypto exchanges worldwide by market share.
For more information, users can visit: Website | X | Telegram | LinkedIn| Instagram | YouTube
Disclaimer
This content does not constitute an offer, solicitation, or recommendation. Users should always seek independent professional advice before making investment decisions. Gate may restrict or prohibit all or part of its services for users from restricted regions. For more information, users can read the applicable User Agreements.
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Crypto World
Chat-Based P2P Crypto Exchange Development: Build an In-Chat Exchange
Over the past few years, a significant yet unnoticed shift has been occurring in peer-to-peer cryptocurrency trading, where discovery, negotiation, escrow, and settlement are leaving traditional exchange interfaces and entering messaging environments. Large volumes of OTC crypto trades today originate in Telegram groups, WhatsApp communities, and private chat networks where buyers and sellers coordinate directly and finalize payments off-platform. The crypto exchange software interface, in many instances, has effectively been replaced by conversation, mainly in mobile-first markets where users trust messaging applications more than financial dashboards. They negotiate prices in chat, confirm payment with screenshots, and rely on social reputation rather than order-book transparency. As a result, P2P crypto trading has naturally converged toward chat-centric workflows where everything happens on a conversational thread.
Recognizing the pattern, several platforms have begun formalizing chat-based crypto exchange software models rather than forcing users back into conventional UIs.
| Platform | Interface Type | Best Jurisdiction | Key Tech Feature |
|---|---|---|---|
| Vexl | Standalone App | Europe / Global | Social graph (Nostr-based) |
| Telegram @wallet | Native Bot | UAE / CIS / SE Asia | Direct Telegram integration |
| Noones | Chat-centric Web/App | Nigeria / Global South | 300+ payment methods |
| Peach Bitcoin | Swipe/Chat Hybrid | Europe / LatAm | No-KYC / privacy-first |
Users prefer to discuss terms, verify counterparties, and coordinate payment within chat before committing funds. Instead of separating messaging and trading into different systems, chat-based P2P crypto exchange software embeds escrow, wallets, and payment confirmation directly into conversational flows.
For enterprises and crypto exchanges targeting high-growth regions such as South Asia, Africa, and Latin America, this model aligns closely with real user behavior. It reduces friction, supports diverse local payment rails, and mirrors how informal crypto trading already occurs at scale.
What Is Chat-Based P2P Crypto Exchange Development?
Chat-based P2P crypto exchange development refers to designing peer-to-peer trading systems where the conversational triggers drive and control trade objects linked to escrow, wallet, and settlement infrastructure.
Instead of listing offers and executing trades through marketplace-style trade forms, users initiate, confirm payment, and release escrow within an integrated chat environment linked to wallet and settlement infrastructure. In this model, messaging doesn’t remain an auxiliary feature but is the transaction layer itself. Each trade exists as a persistent conversation thread that contains counterparties, agreed terms, payment proof, and escrow state. The exchange backend orchestrates wallets, escrow locking, and dispute resolution while the user experience remains interaction-first and chat-native only.
Core Features of Chat-Based P2P Crypto Exchanges
1. Conversation-linked trade threads
Each trade must be anchored to a chat thread and stored as a persistent object containing counterparties, agreed terms, timestamps, and state transitions. This implementation ensures the inseparability of negotiation context and execution data.
2. Integrated crypto escrow within chat
Escrow lock, confirmation, timeout, and release actions must be triggered directly from the conversation interface while being enforced by smart contracts or custodial wallet logic in the backend.
3. Payment rail negotiation and mapping
This chat-based crypto exchange software module must support dynamic selection of regional payment methods (UPI, Pix, mobile money, bank transfer) within the chat. It must also bind the chosen rail to the trade state for verification and audit.
4. Embedded payment proof with hash linkage
Payment receipts, transaction IDs, or media confirmations shared in chat must be cryptographically or database-linked to the escrowed trade record to prevent substitution or post-dispute alteration.
5. Counterparty identity and reputation context
User profiles must expose trade history, completion ratios, dispute records, and social linkage signals during negotiation to enable well-informed decisions before escrow commitment.
6. Conversation-native dispute invocation
Either party should be able to escalate directly from the trade thread, allowing moderators or automated systems to evaluate the full sequence of messages, payment evidence, and escrow events without reconstruction.
7. Mobile-native messaging UX
The conversational crypto exchange software interface must prioritize lightweight message exchange, quick action buttons, and asynchronous confirmations to maintain usability on low-bandwidth devices and emerging-market mobile environments.
Technical Architecture of a Chat-Based P2P Exchange Development
In a chat-based crypto exchange architecture, conversational events trigger and update backend trade states while settlement infrastructure manages escrow, wallets, and dispute workflows.
- Chat Interface Layer: It represents the messaging UI (app, web, or bot) where users negotiate, confirm payment, and trigger escrow actions.
- Trade State Engine: The system converts conversation events into structured trade states (initiated, terms agreed, escrow locked, payment pending, released, disputed).
- Escrow and Wallet Layer: This layer includes smart contracts or custodial wallets that lock, hold, and release crypto assets based on trade state transitions.
- Payment Coordination Layer: This level manages the selection of fiat payment methods, proof attachment, and confirmation signals associated with the trade thread.
- Identity and Reputation Services: Persistent counterparty profiles, trade history, and trust signals are accessible within conversations.
- Dispute and Arbitration Module: These moderation tools consistently access full chat, payment, and escrow context for resolution.
- Notification and Event System: This layer facilitates real-time updates for escrow status, payment confirmation, counterparty actions, and deadlines.
Where to Launch Chat-Based P2P Crypto Exchange Software
.
| Jurisdiction | Dominant Payment Integration | Why It’s Relevant for Chat-P2P | Regulatory Body | Licensing Difficulty |
|---|---|---|---|---|
| India | UPI / IMPS | The world’s largest informal WhatsApp/Telegram P2P market. Users expect “Chat-to-Pay” workflows. | FIU (Financial Intelligence Unit) | High (Strict AML/Tax) |
| Brazil | Pix / WhatsApp Pay | Brazil is the global “alpha” for WhatsApp Pay. Pix makes instant chat-settlement frictionless. | Central Bank of Brazil | Moderate |
| Nigeria | Mobile Money / OPay | High mobile-first population. Messenger apps bypass the need for expensive web infrastructure. | SEC Nigeria | Moderate-High |
| El Salvador | Lightning Network | Ideal for “micro-chats” where users send small amounts of BTC/Satoshis over a chat bubble. | CNAD (Digital Assets) | Low |
| UAE (Dubai) | Wio / Local Banks | Focuses on “Social Wealth”—chatting about trades and executing them in a “Superapp” environment. | VARA | High (Costly) |
| European Union | SEPA Instant | Relevant for “Social Investing” apps (Gen Z). Must be MiCA-compliant to operate cross-border. | MiCA (ESMA) | Very High |
Deployment Models for Chat-Based P2P Exchange Development
In-chat or chat-based crypto exchanges can be deployed through different messaging ownership models depending on regulatory exposure, user acquisition strategy, and infrastructure control. The choice of deployment model directly impacts custody design, compliance scope, scalability, and user trust assumptions.
1. Standalone Chat-Native P2P Exchange Development
In custom chat-based P2P crypto exchange development, enterprises create a proprietary application where the messaging system, trading logic, escrow, and wallets are fully owned and operated by the exchange.
Characteristics
- Custom-built chat protocol and trade-state engine
- Direct integration with custodial or smart-contract escrow
- Native wallet and payment rail orchestration
- Platform-controlled identity and reputation graph
When is this P2P exchange development model suitable?
- Regulated or semi-regulated jurisdictions
- For exchanges seeking full custody and compliance control
- Multi-asset or multi-chain expansion plans
- Institutional or high-volume P2P environments
Advantages of Chat-Native P2P Crypto Exchange Development
- Complete control over trade lifecycle and escrow logic
- Independent compliance and KYC framework
- No dependency on external messaging policies
- Stronger monetization and data ownership
Constraints
- Higher development and infrastructure costs are associated with building a complete chat-based P2P exchange app from the ground up.
- Messaging UX must compete with existing apps. This adds an extensive amount of effort to crypto exchange development, while they just reinvent the wheel.
- The chat-driven crypto exchange is required to find its own buyers and sellers, create initial liquidity, build network effects, and grow communities independently. No built-in audience for them
2. Messaging-Platform Integrated P2P Crypto Exchange Software(Telegram / Superapp Bots)
This is one of the most popular ways in which chat-based crypto exchanges are implemented. The exchange backend operates independently while the user interface is delivered through an existing messaging platform such as Telegram or a regional superapp.
Kraken recently picked up on this strategy and announced its collaboration with ICE chat:
“This integration opens a direct line into core institutional workflows, enabling traders to engage with our OTC desk’s expertise and execution in the digital asset class through a familiar interface.”
“Head of Kraken Institutional Gurpreet Oberoi
Characteristics
- A bot or mini-app acts as a conversational interface.
- The external platform handles messaging transport.
- Escrow and wallets are managed off-platform.
- Identity is partially inherited from a messaging account.
When is this chat-based cryptocurrency exchange development model suitable?
- High chat-native user populations
- OTC-heavy or informal trading regions
- Rapid go-to-market requirements
- Community-driven P2P ecosystems
Advantages
- Offers immediate access to existing user networks
- Familiar UX reduces onboarding friction.
- Viral distribution happens through chats and groups.
- Lower frontend development overhead
Constraints
- Dependency on platform APIs and policies
- Limited control over the identity layer
- Compliance boundaries are tied to platform rules.
- Messaging provider risk (blocking, restrictions)
3. Hybrid Chat-Linked P2P Crypto Exchange Software Development
In this model, conversation occurs in external messaging environments, while escrow, wallets, and trade state are managed in a separate exchange system linked through deep links or session binding.
Characteristics
- Negotiation in external chat (Telegram, WhatsApp, etc.)
- Trade instantiated via link or session handoff
- Escrow and settlement executed in the backend
- Conversation reference stored with the trade record
When is this chat-based P2P crypto exchange development model successful?
- Markets where OTC negotiation already occurs off-platform
- Exchanges transitioning from marketplace P2P to chat-based
- Compliance-sensitive jurisdictions
- Cross-platform user bases
Advantages
- Preserves existing user chat behavior
- Lower messaging infrastructure burden
- Clear separation between communication and custody
- Easier regulatory positioning
Constraints
- Context fragmentation risk
- This model requires reliable chat-to-trade linking.
- Less immersive conversational UX
- Dispute’s evidence may be split across chat and cryptocurrency exchange software systems.
Revenue Models and Build Cost for Chat-Based P2P Crypto Exchange Development
| Revenue Model | How It Works in Chat-P2P Context | Who Pays | Implementation Notes |
|---|---|---|---|
| Escrow transaction fee | A small percentage is charged when crypto is released from escrow after a successful trade | Typically buyer or both parties | Deducted automatically from escrowed asset at release |
| Offer a visibility boost | Sellers pay to prioritize their trade offers or profiles in discovery chats or listings | Sellers/merchants | Ranking algorithm or sponsored placement flag |
| Merchant / pro trader accounts | High-volume traders pay a subscription or reduced-fee tier for higher limits and tools | Professional traders | Tiered fee engine and volume tracking required |
| Payment rail markup | Spread added when facilitating specific fiat rails (e.g., local transfer aggregation) | Buyer or seller | Requires payment processor or liquidity partner integration |
| Spread facilitation | Chat-based P2P crypto exchange software platform intermediates pricing between counterparties and retains the spread | Both parties indirectly | Needs an internal pricing engine or liquidity sourcing |
| Dispute resolution fee | Charged when arbitration is invoked, and the platform mediates settlement | Disputing party or loser | Triggered on dispute workflow initiation |
| Withdrawal/custody fee | Fee for moving crypto out of platform wallets post-trade | User withdrawing | Standard wallet fee policy |
| Liquidity seeding incentives | P2P crypto exchange software platform shares fees with early merchants, providing consistent liquidity | Platform revenue share | Smart contract or backend rebate accounting |
| FX/stablecoin conversion margin | Margin on crypto-to-crypto or fiat-equivalent conversions inside chat trade | Converting user | Requires internal swap or routing logic |
Typical chat-based P2P crypto exchange development cost: Chat-based P2P crypto exchange software development generally ranges from $50K-$250K+, depending on custody model, messaging ownership, payment rail integrations, and compliance scope.
Estimated build timelines: 8-24 weeks, depending on messaging model (standalone or Telegram-integrated), custody design, and payment rail integrations.
Security and Compliance Considerations For Chat-Based P2P Crypto Exchange Development
Chat-native P2P trading introduces distinct fraud, identity, and payment risks because negotiation, trust formation, and settlement coordination occur conversationally. In-chat exchanges must implement controls that bind chat activity to verifiable trade and payment states while meeting jurisdictional AML and custody obligations.
Key Security Risks In Chat-Based P2P Crypto Exchange Software Include
- Impersonation and account takeover: Attackers mimic known traders or compromise messaging identities to redirect payments or escrow release.
- Off-rail payment fraud: Counterparties claim payment via manipulated receipts, reversible transfers, or third-party senders.
- Escrow manipulation attempts: Social engineering can trigger premature release or cancellation outside a valid trade state.
- Reputation gaming: Collusive trades or low-value cycles may be maintained to inflate trust metrics before large fraud attempts.
- Conversation tampering or deletion: Fraudsters may attempt to alter or remove chat evidence prior to dispute review.
Enable Crypto Trading Inside Conversations With Chat-Based P2P Exchange Development
Required Platform Controls To Mitigate Chat-Based Crypto Exchange Development Risks
- Trade-bound identity verification: A cryptocurrency exchange development company must create a workflow that binds each trade to authenticated user sessions and device fingerprints before escrow actions.
- Payment proof validation workflows: The chat-based P2P cryptocurrency exchange software must require structured receipt capture (ID, amount, timestamp) and cross-check against the expected rail format.
- Escrow action gating: The in-chat cryptocurrency exchange development must also allow release/cancel only from valid state transitions with counterparty confirmation or timeout logic.
- Immutable conversation logging: The cryptocurrency exchange must store message hashes or append-only records linked to trade objects to preserve evidence integrity.
- Reputation anomaly detection: AI-powered security can typically be implemented during crypto exchange development to flag abnormal trade patterns, circular trading, or sudden volume spikes in trust scoring.
Compliance and Regulatory Considerations For Chat-Based P2P Crypto Exchange Development
- AML/KYC scope alignment: The jurisdiction determines whether both parties, merchants, or only custodial wallet holders require KYC. Those building chat-based P2P crypto exchange software can implement a flexible KYC/AML module along with a geofencing mechanism.
- Custody classification: The licensing and safeguarding obligations depend on whether you’re choosing a smart-contract escrow or a custodial wallet.
- Payment rail monitoring: Regional rails (UPI, Pix, mobile money) may require transaction reporting or merchant registration as required by the local laws.
- Dispute and record retention: Chat-based P2P crypto exchange software requires integrations to store chat, payment, and escrow logs for mandated periods to satisfy audit or regulatory requests.
- Sanctions and counterparty screening: A centralized P2P crypto exchange software must screen wallet addresses and user identities before enabling escrow participation.
Final Word
P2P crypto exchange software development has been increasingly shaped by conversational behavior rather than marketplace navigation. As OTC activity continues to originate in messaging environments, exchanges that bring escrow, wallet, and payment directly into chat workflows will align more closely with how users already trade in mobile-first regions.
For builders and emerging exchanges, chat-based P2P crypto exchange development architecture is the most pressing structural shift. They can collaborate with their P2P cryptocurrency exchange development company to build such innovative models after carefully evaluating messaging ownership, custody model, and jurisdictional exposure for deployment choices, monetization design, and compliance scope
Platforms that successfully unify conversational interaction with verifiable escrow execution and regulatory controls can reduce friction while maintaining auditability and dispute integrity. This combination is what enables chat-native crypto exchange software to scale beyond informal OTC channels into structured, compliant trading infrastructure.
Antier delivers chat-based P2P crypto exchange software development tailored to regional payments and compliance needs. Share your requirements today!
Frequently Asked Questions
01. What is chat-based P2P crypto exchange development?
Chat-based P2P crypto exchange development involves creating trading systems where conversations drive and manage trade processes, integrating escrow, wallets, and settlement directly into chat interactions.
02. Why are users shifting to chat-based platforms for cryptocurrency trading?
Users prefer chat-based platforms because they allow for direct negotiation, payment verification, and coordination within messaging apps, which aligns with their trust in these environments over traditional exchange interfaces.
03. What are some key features of chat-centric P2P crypto exchange platforms?
Key features include integration with messaging apps, support for diverse payment methods, and the ability to conduct trades without separating messaging from trading, enhancing user experience and reducing friction.
Crypto World
ICP price retests key level: what’s the outlook?
- Internet Computer token ICP traded to highs of $2.58 to extend its uptick.
- Gains came amid a notable spike in volume as crypto prices bounced higher.
- ICP could target $4.00 or higher, though risks of a sharp pullback remain.
Internet Computer (ICP) price has retested the pivotal supply zone above $2.50 as bulls edge higher from the seven-day low near $2.
The retest occurs amid broader recovery efforts across the cryptocurrency market, with ICP among the top altcoin gainers on the day.
With prices up 9% in the past 24 hours, and volume up 93% to over $125 million, it’s likely bulls could target resistance at higher levels.
Internet Computer price jumps above $2.50
ICP currently boasts intraday gains of about 9% over the past 24 hours, with the price currently trading down from its peak in the period.
But having pushed from a low near $2, it appears bulls have their sight on more.
Gains for ICP mirror broader market sentiment, where Bitcoin tested highs near $70,000 amid Nvidia-driven risk appetite.
The AI narrative also pushed tokens like NEAR, Bittensor, and Render higher.
The uptick to intraday highs of $2.58 sees the Internet Computer token trade at levels last seen in mid-February.
ICP price technical picture
From a technical standpoint, ICP’s retest of the $2.50 hurdle marks a potentially critical flip.
The price action signals buyer interest, and a breakout from a long-term downtrend line is likely to strengthen.
Bulls now need to successfully hold above this level to validate a bullish reversal pattern.
Targets on the upside include resistance at $3.21 and $4.00, with volume confirmation key to buyer conviction.

RSI on the daily chart suggests bulls may have room to test bears’ resilience, while the MACD also displays potential bullish strength.
However, price is below key moving averages, and the shape of the 50 and 100-day simple moving averages outlines overhead resistance.
If price drops from current levels, robust support lies at $2.00 and the October 10 low of $1.98.
The token changed hands at around $2.41 at the time of writing.
Key ICP proposal
Notably, ICP is rising amid Internet Computer’s recent proposal for a tokenomics upgrade.
In its plan, DFINITY Foundation seeks the introduction of revenue-funded burns, with 20% from cloud engine fees alongside usage-based node rewards being removed.
This will directly tie ICP supply reduction to network demand, a mechanism that then sees 80% of cloud engine revenue allocated to node providers.
In this case, the Internet Computer wants to shift from fixed subsidies to performance-linked incentives, a model that would mirror other cloud compute-focused chains.
Crypto World
With crypto markets in turmoil, investors are turning to contract-based yield for income
Disclosure: This article does not represent investment advice. The content and materials featured on this page are for educational purposes only.
As XRP struggles, SolStaking positions contract-based staking and real-world asset integration as an alternative to direction-dependent crypto strategies.
Summary
- After a 69% drawdown and one of the largest realized-loss events since 2022, XRP faces both potential bottoming signals and ongoing technical resistance, leaving short-term direction uncertain.
- SolStaking offers structured, contract-based staking and cloud mining models designed to reduce reliance on price timing, supported by audits, custody insurance, and segregated asset management.
- By incorporating Real-World Assets such as bonds, commodities, and infrastructure projects, the platform aims to provide more stable, rule-based settlement mechanisms amid persistent crypto market volatility.

Recent market turbulence has put XRP back in the spotlight. After falling roughly 69% from its recent high, XRP has triggered mixed reactions among analysts. Some point to historical precedents where similar drawdowns were followed by strong recoveries, particularly after periods of heavy capitulation. On-chain data shows one of the largest realized-loss events since 2022, which some interpret as a potential sign of a developing local bottom.
Others, however, remain cautious. From a technical perspective, XRP continues to face meaningful resistance, and failure to reclaim key levels could open the door to further downside. In the near term, price action remains highly sensitive to liquidity shifts and broader market sentiment.
What’s clear is that directional conviction has become increasingly difficult in this environment.
When volatility itself becomes the primary risk
As market volatility intensifies, many participants are realizing that risk does not come solely from being “wrong on direction,” but from overexposure to price fluctuations themselves.
In choppy, range-bound market cycles, strategies built around short-term trading or leverage are often disrupted by abrupt changes in liquidity and sentiment. Even well-timed positions can be undermined by sudden moves that have little to do with fundamentals.
As a result, some investors are beginning to explore participation models with clearer rules, fixed timeframes, and automated settlement, seeking ways to stay involved in the crypto ecosystem without being entirely dependent on short-term price trends.
What is SolStaking?
SolStaking is a platform offering multi-asset staking and cloud mining services. Rather than focusing on market timing or price prediction, SolStaking is structured around contract-based participation models designed to operate across varying market conditions.
At the infrastructure level, the platform emphasizes long-term operational stability and risk control, including:
- A U.S.-registered operating entity: Sol Investments, LLC
- Strict segregation of user staking assets from operating funds
- Periodic independent audits conducted by PwC
- Custody insurance provided by Lloyd’s of London
- Enterprise-grade security, including layered encryption and 24/7 risk monitoring
This framework is not intended for short-term speculation, but for sustained operation in volatile market environments.
The role of real-world assets
Unlike models that are fully exposed to on-chain price movements, SolStaking incorporates Real-World Assets (RWA) as part of its underlying support structure. These assets may include AI data centers, sovereign and investment-grade bonds, physical gold and commodities, industrial metal inventories, logistics and cold-chain infrastructure, as well as agricultural and clean energy projects.
These assets operate off-chain and generate relatively stable revenue streams. After verification and accounting, relevant data is mapped on-chain, where smart contracts execute settlements automatically based on predefined rules. This approach is designed to reduce reliance on any single market’s price volatility.
Contract-based participation (illustrative examples)
SolStaking offers a range of contracts tailored to different capital levels and participation periods. Examples include:
Contract Type
Starting Amount
Duration
Estimated Settlement*
Trial Plan
$100
2 days
approx. $108
TRX Income Plan
$3,000
15 days
approx. $3,585
XRP Flagship Plan
$30,000
30 days
approx. $44,400
BTC Flagship Plan
$300,000
50 days
approx. $630,000
*Figures are model illustrations only. Actual outcomes depend on contract terms and system performance.
Under certain configurations, the model can generate outputs equivalent to several thousand XRP per day, driven primarily by operational design and execution efficiency, rather than short-term market price movements.
Conclusion: From predicting markets to rethinking participation
As Bitcoin and major altcoins continue to test critical support levels, volatility is becoming a constant rather than an exception. For many market participants, the challenge may no longer be improving price forecasts, but adapting how they engage with the market.
SolStaking represents one approach focused on structured participation and operational consistency, offering an alternative for those looking to reduce direct exposure to unpredictable price swings while remaining active in the digital asset space.
To learn more about SolStaking, visit the official website.
Disclosure: This content is provided by a third party. Neither crypto.news nor the author of this article endorses any product mentioned on this page. Users should conduct their own research before taking any action related to the company.
Crypto World
Indiana prepares to put bitcoin (BTC) in its public retirement plans
The Indiana state legislature authorized public retirement and savings plans to gain exposure to digital assets and spot exchange-traded funds (ETFs), while affirming residents’ access to crypto investments.
Governor Mike Braun is expected to sign HB 1042 into law within the next 10 days.
Indiana joins at least seven other states, including Wyoming, Wisconsin, Michigan and Arizona, that have moved to integrate crypto-linked products into public investment frameworks.
Almost half of the state governments in the U.S. are either on a path toward putting some of their money into crypto or already have, with much of this trend developing since President Donald Trump directed his administration to establish a Bitcoin Strategic Reserve.
A total of 21 states are investing or evaluating investments in digital assets, primarily bitcoin , and in some cases dollar-pegged stablecoins, according to CoinDesk analysis. States such as Arizona, Tennessee, Oklahoma and Nebraska have signed legislation opening certain public funds to cryptocurrency purchases, aligning with Trump’s pledge to make the U.S. the “crypto capital of the world.”
The Indiana legislature passed another crypto-related measure on Tuesday banning the operation of virtual currency kiosks, commonly known as crypto ATMs, across the state. Violations would be subject to enforcement by the state attorney general under deceptive consumer sales laws.
The bill follows warnings from state and local law enforcement about rising fraud tied to crypto ATMs. In Evansville, Indiana, authorities reported that in 2025 residents lost approximately $400,000 in scams connected to the kiosks.
The Massachusetts state Attorney General filed a lawsuit against ATM operator Bitcoin Depot alleging they allowed criminals to use its machines to scam users. The FBI has estimated that in the first half of 2025, Americans lost $240 million to crypto ATM fraud and that it received nearly 11,000 ATM fraud complaints in 2024, a 99% increase from the previous year.
Crypto World
Dragonfly Launches $650M Fund IV as Co-Founder Reveals the Blueprint Behind Building a Crypto VC Firm
TLDR:
- Dragonfly Capital launched a $650M Fund IV, bringing total assets under management to approximately $4 billion.
- Co-founder Qureshi credits geographic arbitrage between Asia and the US as the firm’s earliest competitive edge.
- Dragonfly avoided trending crypto deals like Terra and Axie, instead backing Ethena and Polymarket at low-interest periods.
- Qureshi argues that non-consensus investments drive the majority of venture returns, making contrarian discipline essential.
Dragonfly Fund IV, a $650 million crypto venture capital fund, has officially launched amid widespread skepticism about the industry.
Dragonfly Capital now manages approximately $4 billion in assets across offices in New York, San Francisco, and Singapore, with around 45 staff members.
Co-founder Haseeb Qureshi recently shared a detailed account of the lessons behind building the firm, offering rare transparency into the mechanics of crypto venture capital.
Starting From Zero: Reputation and Finding a Niche
Dragonfly Fund IV’s story begins long before the launch announcement. Qureshi entered crypto in 2018, just as the ICO bubble collapsed and most participants were exiting the space.
He later partnered with Bo to launch Dragonfly Capital at a time when dominant players like Polychain, Pantera, and a16z controlled the market.
According to Qureshi, first-time fund managers must stake their personal reputation to get started. He wrote that raising from friends, former bosses, and wealthy connections is non-negotiable for a debut fund. Without putting everything on the line, he argued, there is little to no chance of success.
The firm’s early edge was a geographic arbitrage strategy. Qureshi was based in the United States while his partner, Bo operated in Asia.
This east-meets-west positioning helped Dragonfly earn allocations in early rounds, even without leading deals. The approach was demanding, requiring long hours and constant coordination across time zones.
Talent Management and Brand Building as Competitive Advantages
As Dragonfly grew, Qureshi identified talent retention as a major differentiator. He noted that VC firms are notoriously poor at corporate management, including basic practices like mentorship, clear responsibilities, and open communication. Poor management often goes unaddressed because power law returns mask internal dysfunction.
Dragonfly took a different path. The firm invested in giving junior team members stability, voice, and independence.
Qureshi credited this approach for helping retain people who could have joined larger platforms. Over time, those individuals became central to the firm’s performance.
Brand distribution was another focus area. Qureshi stressed that every team member should build a personal audience. He encouraged public writing, social media presence, and individual thought leadership.
Firms that discourage employees from engaging publicly, he wrote, are making a strategic error.
Investment Philosophy: Non-Consensus Bets and Long-Term Discipline
On investment strategy, Qureshi outlined a clear framework. Most returns in venture come from a small number of deals, often just two or three per fund. He pointed out that consensus deals are usually overpriced, leaving little room for outsized returns.
Dragonfly’s biggest wins came from avoiding popular trends. The firm passed on Terra, Axie Infinity, and Yuga Labs during their peaks.
Instead, it backed Ethena shortly after the Terra collapse and invested in Polymarket before the 2024 election cycle drew mainstream attention.
Hsseeb wrote on X: “Every cycle has a narrative that feels irresistible…most of those themes turn out to be a waste of money.” He tied this discipline directly to portfolio construction, warning that trend-following produces a portfolio of “what was popular 18 months ago.”
Qureshi also addressed fundraising timing, noting that the best window to raise capital rarely aligns with the best time to deploy it. Managing that tension, he concluded, is one of the defining skills in venture.
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