Every source your company has, unified into a knowledge graph that knows who may see what and what was true when. Everything below is a read of that one graph: cited, permission-trimmed, and honest about what's live versus planned.
A Command Center with the company's knowledge pulse: KPIs, freshness, open contradictions, recent decisions. Ask for any question. An Activity feed of what changed since yesterday, scoped to you.
Why it matters: One place to check each morning, instead of hopping five tools.
Semantic Search over every source, ACL-filtered. A living Graph of people, projects, and systems with hover cards. Decisions with owner and rationale. A Contradictions inbox. Glossary and Experts, auto-built from evidence.
Why it matters: Keyword search misses meaning; these are reads of one living graph.
Meeting Prep briefs in one click. A Time Machine for what was true, and known, at any past date. Causal chains behind any outcome. Offboarding Briefs that keep knowledge from walking out the door.
Why it matters: Version history is not memory. Bi-temporal facts are.
Scoped AI principals that answer on behalf of a user or team, strictly inside that identity's ACL, with teams, hand-offs, and run history. Planned: per-agent memory and a self-serve key console.
Why it matters: Automation must never leak what its operator couldn't see.
One-click OAuth to Slack, Notion, GitHub, Google (Drive, Gmail, Calendar), and Linear, plus “describe any tool” agentic discovery for the long tail. Planned: a dedicated sync-health board.
Why it matters: A brain is only as good as the sources it can reach.
A hash-chained, tamper-evident audit log with one-click SOC2 evidence export. A Trust Center to preview “who can see what” before you grant it. Fail-closed, everywhere.
Why it matters: Auditors want proof, not promises. The chain breaks if tampered.
A Value & ROI dashboard that measures the brain's own payback. Org, billing, and preferences. Planned: spend & vendors, revenue leakage, forecasting, reconciliations, and anomaly alerts.
Why it matters: The graph already holds the facts these analyses need.
Consolidation, confidence decay, and community detection keep the graph fresh with zero manual upkeep, and scheduled Briefings push what changed to you.
Why it matters: Stale knowledge is worse than none; upkeep can't be manual.
Every fact carries when it was true and when we learned it. Ask 'as of last quarter' and get the honest answer.
Retrieval is trimmed to what you're allowed to see, before the model sees it, not after.
Every answer links back to the message, doc, or ticket it came from. No mystery paragraphs.
Cheap to run, by design: retrieval uses a local hashing embedder, so there's no per-token embedding bill. The only variable AI cost is optional answer synthesis on Ask, and it's cache-friendly.