Breaking news

Investors Refine Their AI Focus: Emphasizing Deep Workflows And Proprietary Advantages

by THEFUTURE.TEAM

March 2, 2026

Investors have directed billions into artificial intelligence startups in recent years, but funding is increasingly concentrated on companies that demonstrate long-term defensibility rather than short-term hype. The market is separating AI-native businesses from products built on superficial AI additions.

Prioritizing Depth Over Surface-Level Innovation

Venture capital firms are focusing on AI-native infrastructure, vertical SaaS built on proprietary data, and systems that own core workflows. Aaron Holiday, managing partner at 645 Ventures, says investors are prioritizing products that control execution rather than adding thin workflow layers. Generic horizontal tools and lightweight automation features are losing traction as barriers to entry fall.

Follow THE FUTURE on LinkedIn, Facebook, Instagram, X and Telegram

Shifting Criteria For Market Success

Abdul Abdirahman of F Prime notes that vertical SaaS products without a proprietary data moat are becoming harder to fund. Igor Ryabenky, founder and managing partner at AltaIR Capital, adds that differentiation now depends on deep integration, product insight, and the ability to adapt quickly.

“If your differentiation lives mostly in the UI and automation, that’s no longer enough,” he says.

Embracing Workflow Ownership And Flexible Pricing

Founders are expected to define clear workflow ownership from the start and show a precise understanding of the problem they solve. The focus has shifted from maintaining large codebases to building fast, adaptable products. Pricing models are also changing. Consumption-based pricing is increasingly replacing fixed per-seat subscriptions as companies look for more flexible cost structures.

The Future Of Developer Tools And Integrations

Jake Saper, general partner at Emergence Capital, points to a growing divide between tools that own developer workflows and those that simply execute tasks. As AI agents automate more routine work, products built around user engagement alone may lose relevance.

At the same time, integration itself is becoming less of a competitive advantage. Anthropic’s Model Context Protocol (MCP) has simplified how AI models connect to external systems, reducing the uniqueness of integrations that once differentiated products.

Investors Reallocate Capital To Deep, Hard-To-Replicate Solutions

Investors are moving away from easily replicable products such as generic productivity tools, project management platforms, and basic CRM clones with AI features. Capital is shifting toward teams that combine proprietary data, domain expertise, and deep integration into mission-critical workflows.

The current funding environment favors companies that build defensible infrastructure rather than lightweight AI layers.

The Future Forbes Realty Global Properties

Cyprus Expected Working Life Reaches 39.5 Years, Above EU Average

People in Cyprus are expected to spend 39.5 years in the workforce, around two years longer than the European Union average of 37.5 years, according to the latest Eurostat data for 2025.

The figure places Cyprus among the EU countries with the longest expected working lives.

Follow THE FUTURE on LinkedIn, Facebook, Instagram, X and Telegram

Cyprus Ranks Above EU Average

Only a handful of member states recorded higher figures than Cyprus. The Netherlands topped the ranking at 44 years, followed by Sweden at 43.4 years, Denmark at 42.6 years, and Estonia at 41.5 years.

At the other end of the ranking were Romania with 32.7 years, Italy with 33.0 years, Bulgaria with 34.6 years and Greece with 35.3 years.

Gender Gap Remains Wider Than EU Average

Men in Cyprus are expected to remain in work for 42.1 years, compared with 36.7 years for women. The gap of 5.4 years exceeds the EU average gender gap of 4.1 years.

Across the bloc, Lithuania, Latvia and Estonia were the only countries where women were expected to spend longer in employment than men. Finland recorded the smallest positive gender gap at 0.7 years.

Italy posted the widest gap at 8.9 years, followed by Romania at 6.9 years, Greece at 6.7 years and Malta at 6.3 years.

Working Lives Continue To Lengthen

Between 2016 and 2025, expected working life in Cyprus increased by 3.5 years, placing the country among the strongest performers in the EU over the period. Men’s expected working life rose by 3.3 years, while women’s increased by 3.6 years.

Across the EU, every member state recorded an increase. Malta posted the largest gain at 4.9 years, followed by Hungary and Ireland at 4.2 years each, and the Netherlands at 4.1 years.

Malta’s increase was driven largely by women, whose expected working life rose by 7.8 years, the biggest increase recorded across the bloc.

By comparison, Romania, Spain, Italy, Germany and Austria recorded gains of two years or less over the same period.

Women’s Working Lives Increase Faster Across Europe

Women’s expected working life increased faster than men’s in most EU countries. Denmark, Romania, Sweden and Greece were the main exceptions.

In Cyprus, gains for men and women were broadly similar, alongside Bulgaria, Belgium and Slovenia.