The Data Innovation Summit 2027 has revealed its redesigned, ten-stage architecture for Foundation Days, scheduled for 18–19 May 2027. Engineered for practitioners, architects, engineering leads, and C-level decision-makers, Foundation Days deliver focused, fast-paced technical and strategic insights across the modern enterprise stack.
All track sessions run for 20 minutes, built specifically to eliminate fluff, showcase real-world implementations, and help cross-functional teams move capabilities from early experimentation into scalable production.
The 10 Foundation Days Stages at a Glance
| Stage Code | Stage Name | Focus Area | Primary Target Audience |
| M1 | ML, Agents & Generative AI | Agent orchestration, context engineering, LLMOps, inference | ML Engineers, LLM Engineers, Data Scientists |
| M2 | Data Engineering & DataOps | AI-ready pipelines, real-time data, data contracts, automation | Data Engineers, DataOps Leads, Analytics Engineers |
| M3 | Data Platform & Architecture | Sovereign platforms, semantic layers, lakehouses, composability | Enterprise Architects, Data Architects, Platform Leads |
| M4 | Data Strategy & Governance | Data products, compliance, governance at AI speed, stewardship | Chief Data Officers, Heads of Governance, Data Stewards |
| M5 | Analytics & Decision Intelligence | Predictive analytics, causal AI, semantic models, BI | Chief Analytics Officers, BI Directors, Insights Leads |
| M6 | AI Strategy & Governance | AI portfolio economics, token spend, ethics, EU AI Act compliance | Chief AI Officers, AI Risk Leads, AI Ethicists |
| M7 | AI Infrastructure & Operations | GPU scheduling, private AI, accelerated computing, AI security | CIOs, CTOs, AI Platform Engineers, FinOps Leads |
| M8 | AI Automation & Transformation | Human-agent workflows, process intelligence, operating models | Heads of Automation, Transformation Leads, COOs |
| M9 | Databases, Context & Data Quality | Vector/graph databases, context retrieval, MDM, observability | DBAs, Data Reliability Engineers, MDM Leads |
| M10 | Industrial & Physical AI Spotlight (New) | Robotics, Edge AI, digital twins, OT/IT convergence, computer vision | Heads of Smart Manufacturing, Robotics Leads, OT Leads |
Foundation Days 2027 deliver pure, production-grade engineering and governance without the speculative tech demos. Through focused 20-minute sessions, the summit equips practitioners and strategists with field-tested architectures, proven operating models, and actionable implementation roadmaps to keep enterprise data and AI initiatives resilient for years to come.