Evidence enters with its permissions intact.
Documents, databases, meetings, people, and systems resolve into cited context. Every source retains ownership, freshness, and access policy.
A knowledge engine that proves its answers, a coworker that ships real work, a learning core that compounds, a developer platform that spreads capability, and a governance layer that makes all of it deployable.
ADAPTIVE ENTERPRISE INTELLIGENCE
Documents, databases, meetings, people, and systems resolve into cited context. Every source retains ownership, freshness, and access policy.
The workspace plans, uses tools, coordinates specialist agents, and pauses for a person wherever the business requires approval.
Corrections and outcomes create permissioned training candidates. Adapters are evaluated on your gold set before promotion.
Approved patterns become skills, agents, connectors, and widgets in a private enterprise marketplace.
Identity, policy, provenance, audit, model control, evaluation, and unlearning surround every earlier step.
CAPABILITY ATLAS
An answer retrieved by KNOW feeds a WORK session. Its patterns feed LEARN. LEARN proposes an agent that BUILD assembles. TRUST governs every step—including what models may learn and what they must provably forget.
Validated, permission-aware retrieval. Every claim cited or refused.
Persistent cowork sessions that carry real deliverables to done.
Sovereign fine-tuning and organizational memory, measured on your tasks.
Four SDKs and an internal marketplace for reusable enterprise capability.
Access, audit, guardrails, provenance, evaluation, and unlearning.
A dense model for user-facing quality and a mixture-of-experts model for agent speed, behind one routing layer with per-customer adapters. When better open models ship, your learned adapters come along.
MULTI-LLM CONTROL PLANE · HOT-SWAPPABLE ADAPTERS · KILL SWITCH <30S