SOLUTIONS · ENPI

An agent that actually knows your company.

Installed in your cloud, it turns years of Slack, Notion, Jira and GitHub into a living knowledge graph, then answers hard questions with citations.

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ENPI · GROUNDED ANSWER✓ 3/3 CITATIONS RESOLVE

Redis was dropped in March after the cache-consistency incident. The decision is in #eng-infra, and the removal landed in PR #214.

#eng-infra · Mar 12PR #214adr/007-cache.md

LIVES IN YOUR SLACK

Meet Enpi.

The agent on top of the graph. It answers in Slack, where the questions already happen.

Ask in plain language

One message, one cited answer.

Feedback teaches it

Fix an answer once. Fixed for everyone.

Indexing never stops

Yesterday's thread is already in. So is 2023.

# ask-enpi

Tal Product · 9:41

@Enpi what did we promise Acme in the Q3 review?

Enpi APP 9:41

Two commitments: SSO by end of Q4, and the audit-log export. The export slipped to January, flagged in #cs-acme and agreed with their CTO.

notion/acme-q3-review#cs-acme · Oct 10jira/ACME-88

WRONG?✓ correct✕ fix itfixes go into the graph

WHAT YOU GET

Your company already answered it.

It's in a PR, a thread, a page, a ticket. Written years ago, often by someone who's gone. The graph remembers.

pull requestsslack threadsnotion pagesjira ticketsgoing back years

ENGINEERING ASKSSHE LEFT IN 2025

"Who split the billing service, and why?"

Dana, March 2023, after the double-charge incident.

#arch-council · Mar 2023RFC-012✉ dana.peretz@…

LEGAL ASKSTWO YEARS BACK

"Have we ever looked at EU data residency?"

Decided in 2024: wait for the Frankfurt region.

#legal · Aug 2024notion/data-residency

NEW HIRE ASKSNEVER DOCUMENTED

"Why doesn't checkout touch the cache?"

PR #891. It fixed a bug, and rewrote the architecture.

PR #891incident-42 · Nov 2025

Every division. Complicated asks. Answers with receipts.

HOW IT WORKS

Two paths. One graph.

Ingest never stops turning your systems into the graph. Answer searches only what the asker may see, and returns receipts.

THE AGENT LAYER● running in your cloud

① INGEST · CONTINUOUS▸

② ANSWER · ON DEMAND▸

① INGEST · CONTINUOUS▸

slack

notion

jira

github

opt-in · years of history

Durable queue

every event · replayable

Extraction

entities + relationships

✓ grounded · verified

KNOWLEDGE GRAPH

what things are · how they connect

② ANSWER · ON DEMAND▸

"why did we drop the redis cache?"

Scoped search

only what the asker may see

CITED ANSWER✓ validated

Dropped in March after the cache-consistency incident.

#eng-infraPR #214

STILL LEARNING

Yesterday's thread is already in the graph. So are corrections from your team.

THE TRUST LAYER

Four gates between a guess and an answer.

A model can ignore a prompt. It can't ignore a gate.

01INGEST

Grounding filter

Not in the source? Never enters the graph.

02INGEST

Verbatim verification

Names and numbers, checked character for character.

03ANSWER

Citation enforcement

Can't cite it? Rejected and regenerated.

04ANSWER

Permission scoping

You only see what you're cleared to see.

RUNS IN YOUR CLOUDYOUR MODEL KEYSOPT-IN SOURCESSCOPED PER USERACTS ONLY WITH APPROVAL

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What happens next

01
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02
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03
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