Beyond the Model: Ensuring AI Stability in Real-World ProductionAI Frontier Network•April 5, 2026•Artificial Intelligence, Enterprise AI, Insight PanelsTransitioning AI from prototype to production reveals that the true challenges lie not in the model itself, but in the surrounding ecosystem—data p...
Rethinking mental health services with AISergiy Skurykhin•April 3, 2026•Artificial Intelligence, HealthcareArtificial Intelligence is becoming a strategic necessity in healthcare. Its role in diagnostics and operations is already well-established, while ...
Why AI Benchmarks Fall Short in the Real WorldAI Frontier Network•March 27, 2026•Artificial Intelligence, Enterprise AI, Insight PanelsWhile benchmark metrics help establish baseline AI capabilities, they often fail to capture the messy realities and complex requirements of product...D
Scaling AI Beyond Isolated WinsAI Frontier Network•March 26, 2026•Artificial Intelligence, Enterprise AI, Insight PanelsEnterprise AI scale depends less on model quality than on redesigning the organization around shared platforms, automated governance, accountable l...+2
From tools to organizational frameworks: Leadership in the Age of AISergiy Skurykhin•March 19, 2026•Artificial Intelligence, Enterprise AIOver the past few years, AI has stopped being an experiment. It has become part of everyday work in engineering, delivery, recruitment, and managem...
Beyond LLMs: Architecting Governed AI Systems for Responsible AutonomyGayatri Tavva•March 6, 2026•Artificial Intelligence, GovernanceMost AI systems don't fail at inference , they fail at integration. A model can hit 92% accuracy in testing and still cause operational chaos once ...
Why AI Pilots Fail to Become Real ImpactAI Frontier Network•February 22, 2026•Artificial Intelligence, Enterprise AI, Insight PanelsPractitioners across engineering, data, and product roles examine why promising AI pilots stall before delivering real business impact.+3
The risk and complexity of manual tendering in construction – and where AI can helpSergiy Skurykhin•February 13, 2026•Artificial IntelligenceIntroduction: the tendering bottleneck Tendering in construction remains one of the most manual and error-prone operational stages. Large contracto...
Humans, Autonomy, and the New Boundaries of Decision-MakingAI Frontier Network•February 12, 2026•Artificial Intelligence, Automation, Insight PanelsEngineers, operators, and researchers examine where AI can act alone and where humans must stay accountable as autonomy moves into real decisions.+4
Decision Intelligence in Practice: Turning Models into Business OutcomesLaxmi Vanam•January 13, 2026•Artificial IntelligenceDecision Intelligence in Practice: Turning Models into Business Outcomes
