Verified context before AI acts

Your team's context,
verified like software.

Slack Brain gathers evidence from Slack and your tools, removes duplicates, flags gaps, and delivers a confidence-scored Context Pack your team can trust — before any model answers.

LiveWorks in Slack via/slackbrain

Signals in

Slack · #engineering

THREAD

Deploy debate spans three threads

12 messages · 2hrs

GitHub · payments-api

Open PR conflicts with runbook

PR #418 · stale 4d

Docs · onboarding

GAP

Missing owner for Redis failover

no citation found

Slack Brain

Actions out

Context Pack

READY

Verified pack scored 0.86

18 sources · 3 contradictions flagged

Send to AI

SENT

Handed off to Ollama / GPT

Only verified context included

Audit trail

LOGGED

What the model actually saw

Citations + confidence retained

Gather · Verify · Pack · Send

The closed loop

Most tools stop at a dashboard.
Slack Brain closes the loop.

From a Slack slash command to a verified Context Pack and Send-to-AI — one continuous path for engineering teams.

01 / Gather

Connect what you have

Pull Slack threads, GitHub activity, and docs in parallel — scoped to your workspace.

02 / Verify

Catch gaps early

Dedupe, flag stale claims, surface contradictions, and score confidence before anyone prompts.

03 / Pack

Ship a Context Pack

Compress evidence into a structured pack with citations your team can review in Slack or the web.

04 / Send

Hand off to AI

Send only verified context to Ollama, GPT, Claude, or Cursor — not the raw noise.

Who it's for

Built for people who ship in Slack.

1
Trigger from where you already work
Run /slackbrain in a channel and get a verified pack — no context-switching to another tool.
2
See what the model will see
Citations, confidence, and contradictions stay attached so you can trust the handoff.
3
Send to the AI you already use
Ollama for demos, GPT or Claude when you have keys — same pack, your choice of model.

Slack Brain · Channel

BUILDING

Job · payments deploy context

Gathering Slack + GitHub evidence for “what should we know before our next deploy?”

✓Workspace scoped
✓Duplicates removed
✓Pack card ready

Confidence · risingjob 0ad97d6d

Visibility & proof

Proof your team can read.

Every pack is measured against what was actually retrieved — so you can show what changed, what was missing, and that the answer is still grounded.

Confidence scores, citations, and an audit trail of what the model saw — generated with the pack, not after the fact.

Verified vs noise · deploy pack

+0.86 confidence

Noise down, signal held.

Raw channel noiseVerified Context Pack

Results

Real context, already verified.

pipeline stages — gather, verify, pack, send

/slackbrain

slash command live in your workspace

24/7

ready whenever the next question lands

FAQ

Straight answers.

Do I need OpenAI credits?: No. For demos you can run Ollama locally, tunnel it with ngrok, and set OLLAMA_* on Vercel and Render.
How do I trigger a Context Pack?: Install the Slack app, then run /slackbrain <your question> in a channel. Or start a job from the Brain dashboard.
Is workspace data mixed with other companies?: No. Every job is scoped by Slack team_id so your workspace stays isolated.

The team

Built for this.

Aagneye

Founder · Full stack

Building Slack Brain — the Context Pack Engine that verifies evidence before AI acts. Shipping the web portal, Slack agent, and production deploy for the hackathon demo.

See what Slack Brain finds in your workspace.

Sign up, connect Slack, and run /slackbrain in a channel. We'll build a verified Context Pack you can review and send to AI.

slackbrain.vercel.app · Google or Slack sign-in

Your team's context,verified like software.