About

We build AI agents that do real work, one industry at a time.

Agni AI Labs Private Limited builds Defragment AI, a platform for governed AI agents that run real business processes.

We are based in Hyderabad, India, and work with organisations in India and the UAE.

We build one industry at a time, starting with real estate, and we measure ourselves by outcomes our customers can see.

Agni (अग्नि) — fire. One ember, many fragments, one flow.

How we work

Outcomes over demos

Every engagement starts with one workflow and the measures that define success for it.

Where an answer must be right, an engine calculates it. The AI explains and coordinates.

Agents handle routine work; people approve what matters.

Defragment AI is in build. We are now onboarding pilot partners in real estate and design partners in other industries.

Pilots, design partnerships, integration partnerships and careers — every conversation starts by email.

kumara@agniailabs.in