Platform

Six layers, one continuous system

From the runtime up to the surfaces you touch, everything is observable, replayable and yours to inspect.

Architecture

Built in layers you can see through.

A streaming edge runtime with deterministic replay of every run.

Hybrid lexical and vector recall over your own corpora, with citations.

Planner and critic loops that trade latency for depth on demand.

Continuous scoring against your rubrics, not a public leaderboard.

Per-team policy, redaction and full audit of prompts and outputs.

Workspace, API and SDKs that share one model of state.

Runs

Decompose the question into checkable sub-questions.

Retrieve, deduplicate and rank the evidence.

Draft, critique, revise — visible at each step.

Deliver the answer with confidence and citations attached.