Simple, by design.
Vaguely works in four steps. Five, if you count the fifth one.
Ingest
Vaguely connects to your entire stack (email, chat, docs, the vibe in standup) and ingests your organizational context into a sovereign context lake.
Contextualize
Proprietary agents contextualize the ingested context, producing contextualized context. This is the part most companies skip. We don't skip it. We are it.
Recontextualize
The contextualized context is routed back through the Agentic Mesh, where it's recontextualized against your Intent Layer until it achieves Recursive Alignment.
Outcome
Outcomes emerge. We don't choose them. They choose us. Every outcome is written to the Outcome Graph, which feeds step 01.
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This step is currently in stealth.
Frequently asked questions
Okay, but what does it actually do?
Great question. It's easiest to understand after you've read our thesis, studied the architecture, and worked through roughly a third of the glossary.
Is this an AI wrapper?
We prefer model-agnostic intelligence membrane. It does wrap a model, but in a way that's much harder to explain.
Who is it for?
Enterprises, startups, individuals, and agents. If you have context, you're our customer. Everyone has context.
How long does onboarding take?
Onboarding is agentic, so it has already started. You may be onboarded right now.
What does it cost?
Pricing is outcome-based. Outcomes are emergent, so pricing is too. See Investors.
Is my data safe?
Your data is stored in a sovereign substrate protected by SOC 2 Type 0, a framework we're also developing.