Systems over prompts.
StratafAI exists because the hardest problems in enterprise AI are not model problems. They are systems problems, organizational problems, and governance problems.
Make AI agents production-grade.
Every organization is experimenting with AI. Few are operating AI systems. The gap between a working demo and a production system is enormous — and it is not a gap that better models will close.
StratafAI bridges that gap with platform infrastructure, governance frameworks, and organizational intelligence that make AI agents reliable, auditable, and scalable. We help organizations move from isolated experiments to governed, production-grade agent systems.
What we believe.
Systems, not prompts
Prompt engineering is necessary but insufficient. Production AI requires systems thinking — architecture, governance, observability, and lifecycle management.
Governance is a feature
Control, auditability, and policy enforcement are not overhead. They are what make AI agents enterprise-ready. Governance enables speed, not the opposite.
Organizational context matters
AI agents that ignore organizational structure produce generic, misaligned, and often dangerous outputs. Context grounded in real org structure changes everything.
Research feeds production
We invest in research because the hardest problems are unsolved. But every research question we pursue has a path to the platform. Theory without shipping is a hobby.
Agents are systems, not magic
We treat AI agents as engineering artifacts — things to be designed, tested, governed, monitored, and improved. Not black boxes to be hoped at.
Long-term thinking
We are building infrastructure for the next decade of enterprise AI. This means making architectural decisions that compound, not quick wins that create debt.
Founder-led. Research-driven.
StratafAI is a founder-led company built at the intersection of enterprise AI, organizational design, and systems architecture. We bring experience from building and scaling AI systems at enterprise scale — and a conviction that the current approach to deploying AI agents is not sustainable.
Our team combines deep technical expertise in AI/ML systems with practical experience in enterprise transformation, organizational design, and platform engineering. We have built production systems, managed large-scale deployments, and seen firsthand what works and what fails when organizations try to operationalize AI.
The long-term platform.
We are building toward a future where every organization has a governed, observable, and continuously improving AI operating system. Where agents are first-class citizens of the enterprise — with the same rigor, accountability, and lifecycle management we apply to every other critical system. StratafAI is the platform that makes this possible.
Want to work with us?
We're building the control plane for enterprise AI. If that resonates, let's talk.