Business
The Defining AI Software Development Trends Shaping 2026
As we move deeper into the second half of the decade, businesses across every industry are recalibrating their digital strategies around artificial intelligence.
Whether you’re a startup founder, CTO, or part of an AI software development company, the accelerating pace of innovation is reshaping how systems are built, deployed, and maintained. 2026 is proving to be the most transformative year yet, with breakthroughs not only in model capabilities but also in the frameworks, ethics, infrastructure, and methodologies that support them. Below are the defining trends that are shaping this rapidly evolving landscape—and why they matter for the next generation of intelligent software.
Top 10 AI Trends to Watch in 2026
As artificial intelligence matures at an unprecedented rate, 2026 is emerging as a pivotal year for software development innovation. From agentic systems that can autonomously build and optimize applications to multimodal models capable of understanding the world across text, visuals, and sound, AI is reshaping how digital products are conceived and delivered. These trends are not just influencing technical workflows—they’re redefining business strategy, product design, security standards, and user experience across every industry. Below are the ten most significant AI shifts shaping the future of software development and what they mean for organizations preparing for the next era of intelligent systems.
1. The Rise of Agentic AI Systems
Preview: AI shifts from passive assistants to fully autonomous agents capable of handling complex tasks, analyzing workflows, and self-correcting without human intervention.
In 2026, AI is moving toward agentic systems that can independently execute tasks, collaborate with other agents, and optimize their own performance. These agents are capable of generating production-quality code, debugging applications, orchestrating cloud resources, and monitoring system behavior. This transformation is redefining software development by reducing manual involvement and amplifying engineering productivity.
2. Multimodal AI Becomes a Standard Development Tool
Preview: Models that understand text, images, audio, video, and sensor data simultaneously become foundational to modern apps.
Multimodal AI—once considered experimental—has become essential. Developers now build systems that interpret real-time video, analyze medical imaging, manage robotics, and generate highly creative visual and auditory content. By merging modalities, AI gains near-human perception, unlocking new technical and creative applications across industries.
3. AI-Native Application Architecture
Preview: Software is increasingly designed from the ground up with AI at its core, not as an add-on feature.
Just as cloud-native design transformed development a decade ago, AI-native architecture is now the new gold standard. These applications incorporate continuous learning, real-time inference pipelines, multi-model orchestration, and rigorous model lifecycle management. AI becomes the heart of the system, enabling applications that evolve alongside business needs.
4. The Maturation of Synthetic Data Pipelines
Preview: Companies turn to fully developed synthetic data ecosystems to overcome privacy, scarcity, and cost challenges.
Synthetic data has become a necessity rather than an optional enhancement. In 2026, hyperrealistic simulations power robotics and autonomous systems, while synthetic tabular data supports finance, healthcare, and government AI. AI-to-AI data generation accelerates training, lowers risk, and boosts accuracy—especially in domains where data collection is limited or regulated.
5. Privacy-Preserving AI and Secure Model Development
Preview: Stricter regulations push companies to adopt secure AI practices like federated learning, encrypted computation, and differential privacy.
AI governance laws worldwide are compelling teams to rethink how data and models are handled. Techniques like encrypted computation (FHE), zero-knowledge proofs, federated learning, and differential privacy have become integral to modern AI development. This ensures that models remain powerful while meeting global compliance standards.
6. The Expansion of Low-Code / No-Code AI Development
Preview: AI-augmented platforms enable non-engineers to build functional applications using natural language and visual tools.
Low-code platforms have evolved dramatically thanks to agentic AI. Anyone can generate apps through natural language, connect datasets, automate workflows, and deploy AI services without writing extensive code. While traditional development remains essential, low-code dramatically accelerates prototyping and empowers business teams to innovate independently.
7. Micro-Models and Domain-Specific AI
Preview: Specialized lightweight models replace one-size-fits-all giants, enabling faster, cheaper, and more accurate task performance.
Micro-models are optimized for specific industries or tasks—legal work, materials science, edge computing, and embedded robotics. They run faster, require fewer resources, and deliver higher accuracy within their domains. This shift toward modularity is making AI more scalable, efficient, and industry-specific.
8. Generative UI and Adaptive User Experience
Preview: Software interfaces become dynamic, adjusting in real time based on user behavior, experience level, and preferences.
Generative UI allows applications to rewrite their own interfaces based on user interactions. Dashboards rearrange automatically, workflows adapt to user proficiency, and customized visualizations are generated on demand. This creates ultra-personalized user experiences that enhance productivity and reduce friction.
9. AI-Optimized DevOps and Autonomous CI/CD
Preview: DevOps evolves into a largely automated ecosystem where AI predicts issues, resolves failures, and optimizes deployments.
In 2026, AI-driven DevOps systems detect integration risks before they occur, identify root causes instantly, automate code rollbacks, optimize cloud spending, and manage deployment pipelines without manual oversight. These self-healing systems reduce downtime dramatically and free developers to focus on high-impact work.
10. Ethical, Transparent, and Responsible AI Becomes Non-Negotiable
Preview: Regulations and public expectations require detailed transparency, explainability, bias detection, and auditability in AI systems.
As AI powers critical systems globally, ethical development is now mandatory. Responsible AI frameworks ensure transparency, explainability, fairness, and accountability. Companies that embed responsible practices gain trust, avoid legal consequences, and ensure long-term sustainability of their AI strategies.
Looking Ahead
2026 marks a defining moment for AI-driven software development. With agentic AI, multimodal intelligence, synthetic data, privacy-preserving methods, and autonomous DevOps, the future of software is adaptive, self-evolving, and deeply integrated with intelligent systems. Organizations that embrace these trends early will lead innovation, deliver superior products, and achieve a competitive advantage in a rapidly shifting digital world.
Business
Strategic expansion, digital & offline pharmacies driving growth: Dr Suneeta Reddy, Apollo Hospitals
Dr Suneeta Reddy, MD of Apollo Hospitals, highlighted the hospital segment’s performance: “Hospital did very well. A growth of 14% in revenues with a revenue of ₹3,183 crores, EBITDA at ₹790 crores representing a 17% increase in EBITDA and profits for the hospital of ₹422 crores representing a 21% improvement in profit.”
Occupancy rates for the quarter stood at 67.1%, slightly below expectations. “There was a 4% improvement in ALOS, which meant that we came down to 3.14 days. If we had been at four days ALOS, we would technically have been at 72% occupancy. So, we have carefully managed to reduce average length of stay to enable patients to really go home faster and to reduce their bills,” said Dr Reddy.
Apollo’s expansion plans remain aggressive. During the quarter, the company opened 100 beds in Pune and 40 beds in Defence Colony. By the first quarter of the next fiscal year, Apollo expects to open 1,035 beds across several new facilities, including Belenus Hospital in Sarjapur (Bangalore), Sonarpur (Kolkata), and Sandhya Elite (Hyderabad), with further expansion planned in Gurgaon.
Regarding profitability, Dr Reddy explained the company’s margin performance: “If you look at healthcare services, we are at a very healthy 24.8%. Apollo Health and Lifestyle is at 10.2%. They have grown their EBITDA margin by 141 basis points. Apollo Healthco is at 4.5%, but that is a different retail business. Offline pharmacies are at 7.8%.”
The pharmacy segment continues to grow strongly, with Healthco adding 185 physical pharmacies this quarter, bringing the total to 7,113—the largest pharmacy network in India. “They have a private label share of 15.53%, which is giving them the margin of 7.8, a very healthy margin, which has improved by 12 basis points. The offline continues to grow with the GMV of ₹525 crores for the quarter, and they have three sources of revenue—insurance, doctor consult, diagnostics, and delivering pharmaceutical products at home—all of them growing at somewhere 23% but growing strongly at 20%,” she added.
The company’s Health and Lifestyle business, despite being loss-making, showed strong growth with a 20% revenue increase and a 39% jump in EBITDA. Dr Reddy expects the segment to turn profitable in the next quarter: “If you look at the different lines of the business, they are all profitable. A little bit of focus on admin costs, etc., they should be profitable, and they are growing the diagnostics scale, which is giving them a healthy 10.8% margin. That margin trajectory will grow.”On the international front, Apollo is focusing on project work and consultancy rather than setting up hospitals overseas. “We have got about ₹20 crores of revenue from the work that we do and project in,” Dr Reddy noted.
Apollo’s capital expenditure plan for expansion includes 1,385 new beds at an estimated cost of ₹2 crores per bed, totaling ₹3,000 crores for the current phase, with another ₹3,000 crores planned for the next phase. Regarding other business verticals, Dr Reddy said: “Healthco is now, it will become a separate company. It is fully capitalised, requires no further capital. Apollo Health and Lifestyle is looking at some restructuring that will bring it capital for growth…Apollo is always there to support them with capital for growth.”
With strong operational performance and strategic expansion plans across hospitals, pharmacies, and lifestyle businesses, Apollo Hospitals continues to reinforce its position as a leader in India’s healthcare sector.
Business
Snowflake Stock and 2 More Software Plays to Buy on a ‘Too Harsh’ Software Drop
Snowflake Stock and 2 More Software Plays to Buy on a ‘Too Harsh’ Software Drop
Business
Opinion: Fewer sharks, more angels please
OPINION: It’s time to lose the pitch theatre and offer real angelic investing.
Business
Emad Yassa on Building a Career That Spans Healthcare and Global Impact
Emad Yassa is a healthcare entrepreneur and nonprofit founder with more than three decades of professional experience across clinical practice and international philanthropy.
Yassa is the Founder and Chairman of Touch of Love International (TOLI), a nonprofit organisation focused on economic empowerment through micro-loans in underserved communities.
Born and raised in Egypt, Emad studied physical therapy at Cairo University, graduating in 1985. During his university years, he was also a competitive athlete and earned a silver award in single rowing. In 1989, he relocated to the United States, where he began building his career in outpatient physical therapy.
In 1995, Emad founded Physical Therapy and Rehab in West Hills, California. The clinic grew steadily and reflected his hands-on approach to leadership and patient care. After moving to Colorado Springs in 2005, he worked with Cheyenne Mountain Rehab before launching Dynamic Physical Therapy in 2007. He led the practice for over fifteen years, guiding it through growth, operational challenges, and long-term stability. In August 2023, he sold the business to focus full time on his nonprofit work.
Emad founded Touch of Love International in 2006, alongside his clinical career. The organisation provides small micro-loans to individuals and families in Egypt, Kenya, Ethiopia, Uganda, and Nicaragua. His work centres on dignity, accountability, and long-term self-reliance rather than short-term aid.
Today, Emad is recognised for his disciplined leadership style, cross-sector experience, and commitment to building systems that create lasting impact.
A Conversation with Emad Yassa on Building Businesses, Purpose, and Long-Term Impact
Q: You began your career in Egypt. What shaped your early direction?
I grew up in Egypt and studied physical therapy at Cairo University. I was focused on discipline early on. Sports played a big role for me. I rowed competitively and won a silver award while at university. That experience taught me structure and endurance. Those lessons stayed with me long after graduation.
Q: What prompted your move to the United States in 1989?
I wanted broader professional opportunities and exposure to a different healthcare system. Moving countries was challenging, but it pushed me to adapt quickly. I learned how to work within new regulations, new cultures, and higher expectations.
Q: Your first business came in 1995. How did that start?
I founded Physical Therapy and Rehab in West Hills, California. At the time, I was very hands-on. I treated patients, managed operations, and learned the business side through experience. It taught me how important systems and consistency are.
Q: Why did you relocate to Colorado Springs?
In 2005, I moved to Colorado Springs and worked with Cheyenne Mountain Rehab. It gave me a different perspective on practice management and team dynamics. That experience helped prepare me to launch my next clinic.
Q: Dynamic Physical Therapy became a long-term chapter. What made it different?
I founded Dynamic Physical Therapy in 2007. By then, I understood how to build a practice that could last. We focused on steady growth and patient trust. I led the clinic for over fifteen years, which required constant adjustment as healthcare evolved.
Q: You sold the business in 2023. Why then?
It was a deliberate decision. I had already started Touch of Love International years earlier, but I wanted to give it my full attention. Selling the practice allowed me to shift my focus completely.
Q: Tell us about the origin of Touch of Love International.
I founded TOLI in 2006. The idea was simple. Small loans can change lives if they are given responsibly. We work in Egypt, Kenya, Ethiopia, Uganda, and Nicaragua. The focus is self-reliance, not dependency.
Q: How does your business background influence your nonprofit work?
Very directly. Structure, accountability, and follow-through matter in any organisation. I approach the nonprofit with the same discipline I used in healthcare.
Q: How do you define leadership today?
Leadership is about consistency and responsibility. It is showing up, making hard decisions, and building something that lasts beyond you.
Business
Roobet Shows That Online Takes the Edge
Gaming now transcends the physical realm. If you want the thrill of spinning today, you no longer need to live near a casino or plan a trip. That excitement, which once required time and travel, can now be accessed wherever you are.
Let’s be clear – this isn’t about good versus bad, or old versus new. Physical casinos are undeniably fun. Online gaming simply builds on that fun, offering more flexibility and choice.
Physical casinos are where it all began, and they are big business. There are over 6,500 operational physical casinos across more than 95 countries, and the worldwide land-based casino market was estimated at $107.5 billion in 2024.
While there is no doubt that physical casinos remain an important part of the gaming and gambling industry, online gaming offers something different and unique.
Online platforms remove many of the practical barriers that come with physical casinos. There’s no need to plan around opening hours and no requirement to live near one. The benefits of gaming online are reflected in consumer behavior, with the number of users spinning with online casinos rising by 19% between 2023 and 2024.
If you love a particular land-based casino, you have to be there in person, operating on its schedule. Your experience is tied to that place.
But if you have a favorite online casino, you can play from almost anywhere. The experience fits around your life, not the other way around. Platforms like Roobet are built and designed around this ethos, enabling players to jump straight into games without friction.
Another great strength of online casinos is their ability to leverage technology to tackle operational challenges. For example, over 70% of major gambling platforms use AI to detect fraud and support responsible gambling measures, helping to ensure a secure and fair environment for players.
At the same time, these platforms use AI to create a more personalized experience. By analyzing session length, play styles, and preferred game formats, they can recommend games and bonuses that are tailored to each player’s preferences. The result is a more personalized, engaging gaming experience.
Delivering this level of personalization at scale is extremely difficult for physical casinos. Online, it’s built into the design. Platforms like Roobet use this approach to create experiences that feel intuitive, helping players spend more time enjoying the games they love.
Importantly, licensed online platforms also operate under strict regulatory standards, with identity checks, secure payments, and responsible-gaming tools helping to keep players safe while they play.
Variety is another asset of online casinos. While physical casinos are limited by floor space, online platforms have no such constraints.
Online platforms can offer thousands of games across every style imaginable. Think of classic slots, live games, Crash, and everything in between.
Whatever type of game you enjoy, there’s almost certainly an online version waiting for you.
Stake has more than 2,000 games. Betpanda has over 6,000. Roobet alone offers more than 7,000 games, including popular titles like Gates of Olympus, Sweet Bonanza, Crazy Time, and Roobet Originals such as Crash and Mission Uncrossable. That scale of choice means whatever kind of game you enjoy, there’s almost always something new to try.
Alongside variety, online platforms can offer more frequent bonuses and rewards. Lower overheads mean better value for players, whether through promotions, loyalty perks, or higher overall returns.
In simple terms, players tend to get more chances to play and more entertainment for their time.
Physical casinos remain iconic. A stay and spin at places like the Bellagio or Caesars is special. But those experiences aren’t available to everyone, all the time.
Online gaming expands the spinning experience. It offers more choice, more rewards, more freedom, and more accessibility, all without losing the thrill that made casinos popular in the first place.
Online, the fun is endless, seamless, and safe.
Business
January 2026 Stock Market Overview
In January 2026, the SET Index rose by 5.2% to close at 1,325.62 points, with an average daily trading value of 46,496 million THB, marking a 19.2% increase year-on-year. Foreign investors were notably active, contributing a net purchase of 4,345 million THB, leading to a total of 10,547 million THB over two months, while the investor composition showed foreign investors at 53.37%.
The IMF upgraded its global growth forecast to 3.3%, propelled by advancements in AI and government stimulus, amidst a stable U.S. interest rate of 3.50–3.75%. No new companies listed on SET or mai, but 2025 recorded the highest dividends and share buybacks in history, with high dividend yield stocks achieving a total return of 11.32%.
1. Market Overview
- Date: January 2026
- SET Index: Closed at 1,325.62 points, a 5.2% increase compared to the end of 2025, aligning with trends in major regional markets .
- Average Daily Trading Value: 46,496 million THB, up 19.2% year-on-year .
2. Key Statistics
- Foreign Investment: Net foreign purchases amounted to 4,345 million THB, marking a total of 10,547 million THB over two consecutive months of net buying, the first since July 2023 .
- Investor Composition:
- Foreign Investors: 53.37%
- Domestic Retail Investors: 29.63%
- Domestic Institutional Investors: 10.56%
- Securities Firms: 6.44% .
3. Economic Trends
- Global Economic Outlook: The IMF revised its global growth forecast for 2026 to 3.3% from 3.1%, driven by AI advancements and government stimulus policies .
- Interest Rates: The Federal Reserve maintained interest rates at 3.50–3.75%, with mixed opinions among board members regarding future rate cuts .
4. Sector Performance
- Top Performing Sectors: Technology, industrial goods, and resources outperformed the SET Index compared to the end of 2025 .
- No New Listings: No new companies registered for trading on SET or mai during January .
5. Market Reactions
- Geopolitical Concerns: Commodities rallied due to geopolitical tensions, while global markets experienced volatility following news of a potential new Fed chair appointed by Trump, which raised concerns about future monetary policy .
- Upcoming Events: A significant event is the Thai general election on February 8, 2026, historically correlated with positive returns for the SET Index in the month before and after elections .
6. Dividend and Share Buyback Trends
- Record Payouts: 2025 saw the highest recorded dividends and share buybacks in history, with high dividend yield stocks (SETHD) achieving a total return of 11.32% .
This summary encapsulates the essential aspects of the stock market and economic conditions in January 2026, highlighting significant trends, investor behaviors, and forecasts impacting the market.
Source : Presentation summarizing the stock market situation in January 2026
Other People are Reading
Business
BHEL shares fall 6% after Rs 4,422 crore OFS opens for subscription
Under the offer, the Centre will first sell a 3% stake, with an option to sell an additional 2% if the issue is oversubscribed.
The offer opened for subscription on Wednesday for non-retail investors, while retail investors can place their bids on Thursday.
If fully subscribed at the floor price, the sale of 17.41 crore shares, or 5% stake, would fetch the government Rs 4,422 crore.
The base issue size comprises over 10.44 crore shares, or 3% stake, in BHEL, plus a greenshoe option to sell over 6.96 crore shares or 2%.
The government holds 63.17% in BHEL.
So far in the current fiscal year, the government has raised Rs 8,768 crore through PSU disinvestments.Sensex, Nifty today: Catch all the LIVE stock market action here
BHEL reported a sharp turnaround in its December-quarter performance, with net profit more than tripling on the back of higher execution and operating leverage. The state-owned engineering major posted a net profit of Rs 382 crore for the third quarter ended December 2025, compared with Rs 125 crore in the same period last year, marking a 206% year-on-year jump.
Revenue from operations rose 16% YoY to Rs 8,473 crore from Rs 7,277 crore a year earlier, reflecting improved project execution and a stronger order pipeline. Total income for the quarter, including other income, stood at Rs 8,700 crore, up from Rs 7,393 crore in the year-ago period.
Business
Ares management director Bhutani buys $1.27 million in shares

Ares management director Bhutani buys $1.27 million in shares
Business
Scam Centers Exploit AI in Asia to Evade Crackdowns and Deceive More Victims
Artificial intelligence (AI) is significantly bolstering scam centers across Southeast Asia, enabling them to evade crackdowns, target more victims, and operate with unprecedented sophistication and efficiency.
Despite efforts by governments to dismantle these operations, Interpol officials warn that AI tools are making the criminal business model easier, leading to the evolution and expansion of scam centers rather than their eradication.
AI’s integration into scam operations enhances various aspects:
- Sophistication and Realism:
- Large language models (LLMs) like ChatGPT are used to craft highly authentic-sounding messages, even in languages where scammers may not be fluent.
- AI tools generate realistic job advertisements within seconds, making them harder to identify as fraudulent.
- Voice cloning and deep fake technology allow for convincing voice and video impersonations, enabling scammers to pose as family members or alter their appearance (e.g., men appearing as women) to dupe victims globally.
- Efficiency and Scale:
- AI allows criminals to target larger pools of potential victims at high speed.
- Operations can be scaled up at a low cost, increasing profitability and making operators more willing to risk detection.
- The technology enables quick adaptation, allowing centers to shift to new targets and locations rapidly.
Government crackdowns, such as Cambodia’s arrest and deportation of alleged kingpin Chen Zhi and Beijing’s execution of individuals linked to Myanmar scam centers, are underway following international pressure. However, these actions are met with the scam industry’s increasing professionalization and adaptability through AI. This advancement in criminal tactics presents “uncharted territory” for law enforcement, who struggle to keep pace with the evolving methods.
The societal cost of these scam farms is high and rising, with a conservative estimate putting the annual value of funds stolen by transnational criminal networks involved in online gambling and scams at $64 billion by the end of 2023. Geographically, scam operations are expanding beyond Southeast Asia, with new centers emerging in the Americas, Africa, and the Middle East, some showing links to Asian gangs or being run by local organized groups, indicating a globalization of the modus operandi.
While AI has not yet reduced the number of people trafficked into these centers, experts suggest it could in the future by diminishing the need for large numbers of “worker bees” and concentrating on fewer core personnel alongside AI-driven efficiencies.
These developments underscore a growing challenge for authorities worldwide, as the integration of AI allows scammers to refine their operations, making detection and prevention significantly harder. The use of deepfake technology, AI-driven phishing schemes, and automated communication tools enables criminal networks to exploit vulnerabilities on an unprecedented scale. Meanwhile, international cooperation remains inconsistent, further complicating efforts to dismantle these operations. As governments and law enforcement agencies scramble to adapt, the need for advanced technological tools and cross-border collaboration becomes more urgent than ever.
Other People are Reading
Business
Voya Strategic Income Opportunities Fund Q4 2025 Commentary
Thai Noipho/iStock via Getty Images

Strategy overview
Unconstrained and flexible approach, investing broadly across the global debt markets.
Portfolio review
The final quarter of 2025 opened under the cloud of a government shutdown, which delayed key labor and inflation data
-
Tech7 days agoWikipedia volunteers spent years cataloging AI tells. Now there’s a plugin to avoid them.
-
Politics3 days agoWhy Israel is blocking foreign journalists from entering
-
NewsBeat1 day agoMia Brookes misses out on Winter Olympics medal in snowboard big air
-
Sports4 days agoJD Vance booed as Team USA enters Winter Olympics opening ceremony
-
Tech4 days agoFirst multi-coronavirus vaccine enters human testing, built on UW Medicine technology
-
Business2 days agoLLP registrations cross 10,000 mark for first time in Jan
-
NewsBeat2 days agoWinter Olympics 2026: Team GB’s Mia Brookes through to snowboard big air final, and curling pair beat Italy
-
Tech3 hours agoSpaceX’s mighty Starship rocket enters final testing for 12th flight
-
Sports2 days agoBenjamin Karl strips clothes celebrating snowboard gold medal at Olympics
-
Politics3 days agoThe Health Dangers Of Browning Your Food
-
Sports4 days ago
Former Viking Enters Hall of Fame
-
Sports5 days ago
New and Huge Defender Enter Vikings’ Mock Draft Orbit
-
Business3 days agoJulius Baer CEO calls for Swiss public register of rogue bankers to protect reputation
-
NewsBeat5 days agoSavannah Guthrie’s mother’s blood was found on porch of home, police confirm as search enters sixth day: Live
-
Business6 days agoQuiz enters administration for third time
-
Crypto World14 hours agoBlockchain.com wins UK registration nearly four years after abandoning FCA process
-
Crypto World23 hours agoU.S. BTC ETFs register back-to-back inflows for first time in a month
-
NewsBeat2 days agoResidents say city high street with ‘boarded up’ shops ‘could be better’
-
Sports1 day ago
Kirk Cousins Officially Enters the Vikings’ Offseason Puzzle
-
Crypto World22 hours agoEthereum Enters Capitulation Zone as MVRV Turns Negative: Bottom Near?
