A Vision by Marko Lah, Founder & CEO, Context64.AI
Why Context Is the Foundation of Intelligence
Every organization has a unique "mental model" the relationships, processes, decisions, and dependencies that define how it operates. Traditional AI systems don't know any of these things. They can retrieve text or automate isolated steps, but they don't understand how your requirements link to designs, how documents relate to processes, or how knowledge flows between teams. This is the root cause of the GenAI Divide the gap between impressive prototypes and real enterprise impact. Research shows that 95% of AI initiatives stall before delivering measurable value, not because the technology is weak, but because it lacks context, the connective tissue of the business. AI can compute, but without understanding, it cannot contribute.
What We're Building at Context64AI
At Context64AI, we're engineering a different kind of intelligence one grounded in your business context.
Our platform teaches AI systems to understand:
- how your data is structured across documents, systems, and repositories,
- how processes and engineering workflows are connected,
- how decisions ripple across teams and phases of a project,
- and how knowledge accumulates and evolves over time.
We call this Context Engineering, embedding memory, relationships, and feedback loops into AI systems so they don't just give answers, but learn from your organization. The result is AI that is not only powerful, but traceable, trustworthy, and aligned with your goals.
The Future We Believe In
We believe the future of enterprise intelligence will be built on context not more dashboards, not larger models, but systems that truly understand how a business operates. At Context64 AI, this future begins with the Data Context Hub (DCH), the layer that brings clarity, structure, and meaning to your most critical data. By unifying documents, systems, engineering models, processes, and expert knowledge into a single connected graph, DCH dissolves silos and creates a shared foundation for the entire organization.On top of this foundation, the C64-Stack enables AI that can reason, not just retrieve.
With linked data, memory, and feedback loops, M4AI connects your knowledge graph to AI models that provide relevant, traceable, and context-aware answers copilots that understand how your business truly works. This is how organizations move from scattered information to connected understanding, from disconnected tools to intelligent collaboration, from AI prototypes to real business outcomes.
This is the future of enterprise intelligence. And it begins with context.
This is the future of enterprise intelligence. And it begins with context.
But achieving this future requires one more essential shift:organizations must move from collecting information to connecting understanding.
As companies grow, the gaps between data, processes, and teams widen. Traditional tools weren’t built to bridge these gaps. They lack a shared, living representation of how the business actually works. The Data Context Hub fills that void, capturing relationships across documents, engineering models, decisions, and workflows so teams operate from a single, evolving source of truth.
When this foundation is in place, AI becomes truly useful in real-world environments. Copilots can reason over your knowledge graph, trace the path behind every answer, and adapt to the unique structure of your business. AI stops being a disconnected assistant and becomes an active participant, supporting engineers, project leads, and decision-makers with context they can trust.
Transform AI Potential into Business Reality
Book a live demo and see Context64AI in action. Schedule a live demo or proof of concept today to see how we can optimize your data processes, enhance decision-making, and drive measurable business value.
About Context64AI: We are a European technology company specializing in AI-powered data integration for complex engineering environments. Our ledger-backed knowledge graph platform enables trustworthy virtual validation for the automotive industry and beyond.