VOLSHi / Compliance Infrastructure

Every Agent Action.
On the Record.

Compliance infrastructure for the AI agent era — audit trails, evidence, and accountability for autonomous systems.

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Human Experience
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Learn
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Machine Intelligence
VOLSHi / The Problem

AI Makes Decisions
It Can't Account For.

No record of what it believed, when it believed it, or why. Logs are rewritable. A $2.5B company just collapsed under safety lawsuits with no audit trail. The EU AI Act is live. Flip the cards — the black box becomes plexiglass.

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VOLSHi / Technology

The Perfecta
Trifecta.

Three systems. One compliance story.

01
KATIE
Watches

Every agent action observed in real time. Every belief, every decision, every handoff — issued a receipt and written to the K-record.
02
ERIE
Verifies

Retrieval without hallucination. What comes back is grounded in the record — no invented answers, no confident fiction.
03
ELLE
Persists

The external learning loop that follows the user into whatever model they interact with. You never start from zero again.
Next: see the K-record in action →
Interactive · The K-Record
What the agent believed,
on the record.

Drag the sliders. This is a live K-record entry — the same structure KATIE writes for every agent action.

Belief"The supplier invoice is legitimate."
Held at tⓘ2026-10-16 14:32:08 UTC
Recorded at kⓘk = 1042
Authority ⓘ
90%
Action takenWired the payment.
✓ Belief holds — action was justified.
90%
k = 1042
This entry is append-only. Nothing here can be edited or deleted — only superseded.
Supersedes chain — click a dot to revisit that moment
VOLSHi / Research

The Work Ahead.

Intelligence is moving faster than the systems required to trust it.

01Temporal MemoryValidated
02Time-Addressed StorageIn dossier
03Triadic RelationsIn dossier
04Knowledge TimeValidated
Click to inspect

We chase the questions off the beaten path — the strange edges where machine intelligence meets human experience that nobody else is looking at. Curiosity is the method: if it’s strange and it matters, we’re already there.

VOLSHi / Company

COMPLIANCE
FOR AI AGENTS.

VOLSHi builds compliance infrastructure for the AI agent era. Every agent action gets an append-only record — what it believed, when, why it was justified, and what it did while believing it.

Intelligence without accountability is a liability. Character.AI proved it at $2.5B. The EU AI Act mandates traceability by December 2027 — and every enterprise deploying agents is about to need the same thing: show your work.

Research Triangle Park, North Carolina.

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Research
Infrastructure
Governance
Autonomy
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VOLSHi
VOLSHi / Contact

Make Agents
Accountable.

The compliance layer the industry is about to need.

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