Work / Impact

Built for the real world.

Ideas matter when they survive contact with reality. Our work spans research, engineering, deployment and operation.

A small language model on India’s financial data

Turning fragmented public financial information into intelligence that machines can use.

Speech intelligence trained for how India actually speaks.

Verifiable, high-response field research powered by voice AI.

Multimodal public-service systems that keep working under pressure.

A Genforge initiative

Engineering Intelligence for the AI Age

An applied research and technology lab pursuing foundational problems in voice, language and intelligent systems.