About DENI
We're building infrastructure for healthcare regulatory compliance—starting with the workflows that matter most.
Our Mission
Automate healthcare regulatory compliance with explainable AI.
Why We're Building This
Healthcare compliance is too important to leave to manual processes.
Regulatory compliance in healthcare is fundamentally about proof. When a regulatory authority reviews a submission or conducts an audit, they're looking for evidence that requirements have been met—documented, traceable, defensible evidence.
Traditional compliance workflows rely on manual cross-referencing, spreadsheet tracking, and institutional knowledge. This works until it doesn't—until a key person leaves, until requirements change faster than documentation, until an audit reveals gaps that should have been caught months earlier.
We believe AI can transform this—but only if it's built for regulated environments. That means explainability is not optional. Every validation must come with reasoning that a compliance professional can review and a regulator can audit.
That's what we're building at DENI: a Compliance Operating System that treats traceability and explainability as first-class requirements, not afterthoughts.
What We Believe
Explainability
Every AI decision must be traceable and defensible. We build systems that compliance teams can trust and regulators can audit.
Precision
Compliance is about proof, not summaries. We focus on accuracy and completeness in every validation.
Partnership
We work alongside regulatory and compliance teams, not as a replacement but as infrastructure that amplifies their expertise.
Looking Ahead
While DENI starts with healthcare regulatory workflows, the underlying Compliance Graph is designed to support other regulated industries over time. Our focus today is on healthcare—building deep expertise and reliable infrastructure for teams navigating complex regulatory requirements.
Where We Are
DENI is based in Hyderabad, India. We're piloting with healthcare teams across regions, building a global-first product designed for FDA-style regulatory rigor.
The Team
Building DENI with deep experience in healthcare, compliance, and AI.
Deeksha Devendra
Co-Founder & CEO
Nikhil Kumar
Co-Founder & CTO