AI Frontier India
Pre-pilot research  |  India

Building the foundations for governed AI workflows.

We are researching how AI systems can participate in real-world workflows while keeping state changes controlled, reviewable, evidence-linked, and accountable.

Research Contact

What we are researching

Governed AI workflow execution
Evidence and claim-level provenance
Policy-constrained model and runtime placement
Embedded, edge, local, and cloud AI execution
Human approval and accountable state transitions
Cost, latency, privacy, and risk-aware execution
AI task
→
Policy and risk
→
Model or runtime placement
→
Validation and evidence
→
Human approval when required
→
Controlled workflow state

Research prototypes

HaqMitra

A research prototype exploring AI-assisted access to government-benefit information through structured domain rules, uncertainty handling, and evidence-linked recommendations.

Pre-pilot research

ENT Clinical OS

A research prototype exploring structured clinical-record workflows in which model-generated findings are represented, validated, reviewed, and versioned.

Pre-pilot research

Neither prototype has been used to make an actual clinical-care or benefit-eligibility decision.

Research in progress

Working papers and technical reports Workflow-control experiments Open-source research components Reproducible evaluation artifacts Future developer tools

A research-led deep-tech initiative

AI Frontier India is an independent research and development initiative focused on the technical problems involved in deploying AI inside consequential workflows. Our current work is exploratory and pre-commercial.

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Interested in research collaboration, technical discussion, or early-stage feedback?