Production-derived agent infrastructure

Intelligence that
finishes the work.

Navratna turns uncertain intent into governed artifacts, isolated execution, and verified outcomes—then learns from what actually happened.

1,000+users served by production-derived systems
8connected intelligence layers
5curated frontier model families

THE THESIS

Agents should not merely answer.
They should understand, act, verify,
and improve.

THE NAVRATNA LOOP

One continuous intelligence system.

Each layer produces a durable object for the next. No dead-end chats. No untraceable action.

AVAILABLE TODAY

Built from working systems,
not a blank canvas.

Production-derived foundations are being unified into one sovereign operating layer.

CURATED MODEL FLEET

Fast by default.
Deep when it matters.

Five approved model families. Navratna routes by measured quality, latency, risk and workload—not brand mythology.

REQUESTRISK + TASK PROFILEFASTEST VALIDATED MODELVERIFY OR ESCALATE

EIGHT-WEEK AMPLIFICATION

From powerful components
to an undeniable whole.

Nothing is abandoned. Every subsystem advances through one integrated delivery sequence.

PUBLIC BUILD TRACKER

Ambition, with receipts.

Filter the plan by phase and workstream. Progress is saved in this browser until GitHub issue sync is enabled.

THE DESTINATION

From a question
to a verified outcome.

QuestionForge discovers. Councils deliberate. Artifacts preserve. Workspaces execute. OIE observes. BaseBench proves. Navratna remembers.

Follow the build