The intelligence layer for distributed teams

Ask your org anything.
Get a cited answer.

Forge Brain reads your code, telemetry, server logs, tickets, runbooks, and team chat — and serves grounded, cited answers to your field technicians, support engineers, and operators. Without ever exposing the sources.

Synthesis across every source Citations on every claim Audited by default Works offline
GitHub Slack Microsoft Teams Confluence SharePoint / M365 Jira Telemetry Server logs + your tools
Sources
10+ types
Code · logs · telemetry · docs · chat · tickets · runbooks
Provenance
Every claim cited
Sources surfaced. Freshness scored. Stale data flagged.
Deployment
Cloud · VPC · Offline
Works in the field — even with one bar of signal
Trust
Audit-grade
Azure AD / Okta SSO · BYO-Model · scoped access · SOC 2 path
The problem

The answer
is buried in five tools.

Your field technician is in front of a broken device. Your support engineer is on a 2 AM call. Your contractor is debugging a customer's deployment. They all need the same thing: an answer that exists somewhere in your org.

It's in a Slack thread from last March. A Confluence page from 2022. A commit message someone forgot to write. The fault-code semantics that only live in the firmware repo. The fix Marc found before he left.

Today, the person who needs it opens five tabs. Pings two Slack channels. Pastes log snippets into ChatGPT on their phone — without a DPA, without an audit trail, without retention.

When they leave, the answer walks out with them.

What your team needs at 2 AM
  • The device's telemetry from the last 24 hours
  • The server logs that talked to it
  • Whether anyone has seen this fault before, and what they did
  • What the fault code means in the firmware
  • The runbook for this class of fault
Where it lives today
Kibana / InfluxDB Datadog Confluence · last edited 2022 #field-techs Slack A forwarded email Marc's head · he left in March
Most orgs we talk to: 30%+ of their distributed staff paste logs into ChatGPT or Claude.ai on their phone. No DPA. No audit. No retention. Your CISO would shut it down next week if she knew.
See it work

One ask. Every source.
Every answer audited. Every fix raises the floor.

A field tech opens their tablet. Asks one question. Watch what the brain does.

Forge Brain — field tech tablet · 02:14 AM
field-tech : east-region
brain connected · scope: field-tech : east-region
offline-ready
Beyond answers — the brain takes action

From "there's a bug" to a draft PR.
Without anyone leaving Teams.

The brain doesn't just answer. It files the ticket, enriches it with prior incidents, and — if you want — triggers a cloud development session that opens a draft PR. Your tech reports once, in plain language. Everything after is automatic.

T
#field-tech-fleet
Microsoft Teams · 42 members
Today · 02:47 PM

The brain reads code semantics + prior fixes + telemetry to scope the ticket, then dispatches a cloud development session in your sandbox that opens a draft PR linked back to the original report.
Every step audited. Your tech's job is to say what's wrong. Everyone else's job got smaller.

Synthesis across heterogeneous sources

Your tools each see a slice.
The answer lives in the union.

Every source you run, ingested into one persistent, time-aware graph. Synthesized at query time — with citations.

GitHub
Microsoft Teams
Device telemetry
Server logs
Confluence
Jira + ticket history
Forge Brain
Persistent · Time-aware · Cited
One graph. Every source.
Capability Forge Brain Knowledge
platforms
Observability
/ APM
Code AI
assistants
ITSM
intelligence
Code semantics
Server logs
Device telemetry partial
Docs, wiki, chat threads partial
Tickets, runbooks, prior fixes partial
Synthesis across all of the above
Citations on every claim partial
Time-aware (knows what's stale)
Offline-capable (ships to device)
Customer-VPC deployment rare rare rare
Audit-grade by default partial partial
Each existing category covers a slice. The two rows nobody else fills — cross-source synthesis and offline-capable — are why this category exists.
What's different

Three things nobody else in this category does.

Knowledge platforms, ITSM intelligence, code-AI assistants — all cloud-only, all single-source, all conclusions without citations. Forge Brain inverts every one of those defaults.

Differentiator 01
The brain travels with the tech.
When your tech loses signal in the field, Forge Brain still works. A compressed brain ships to their device. Syncs back when connectivity returns.
Nobody else in this space ships offline. We do.
Differentiator 02
Sources, not conclusions.
Every answer ships with citations, timestamps, and a freshness signal. Old patterns flagged. Deprecated paths called out. The person makes the call — the brain advises.
Lowers liability. Builds trust. Auditor-friendly.
Differentiator 03
Synthesis across what's heterogeneous.
Code + telemetry + server logs + Slack + tickets + runbooks — all in one persistent, time-aware graph. The synthesis is the moat.
Platforms can't catch up in 18 months.
Implicit learning
Ingests Slack, Jira, PRs, commits — what your team already writes. No new behavior asked of anyone.
Temporal awareness
Knows what's stale. New fixes supersede old. Deprecated patterns flagged.
Two-tier audit
Questions stay private to the person. Actions audited to compliance. No surveillance chilling effect.
The Forge Brain SDK

The brain lives where work already happens.

Your team doesn't want another app to learn. You don't want another integration. Forge Brain ships as an SDK — embed it inside the tools your org already runs.

  • Your operator dashboard — drop-in widget; users get the brain in-context
  • Field-tech mobile app — answers in the tablet, online + offline
  • Microsoft Teams / Slack/ask-brain for support engineers
  • Salesforce / ServiceNow / Dynamics 365 — inline case context, auto-resolved
  • Any custom UI — REST + WebSocket, OAuth-scoped per user
Three lines of code. The brain lives inside your product, not next to it.
your-app/integrations/brain.ts
// Ask the brain anything across your org's
// data — code, logs, telemetry, tickets, chat.

import { brain } from "@forge/brain-sdk";

const answer = await brain.ask({
  user:     "dylan@yourcompany.com",
  scope:    "field-tech:east-region",
  context:  { deviceId: "NS-4823" },
  question: "Fault E47 — what does telemetry show
             and what's been tried before?"
});

// → grounded · cited · audited · supersession-aware
Who wins

One product. Five buyers nod.

CISO
External labor without access leakage. Audit trail by default. Stops the shadow-AI use of ChatGPT and Claude.ai on personal phones.
CTO
Embed via SDK. No re-platform. Knowledge stays in the org — survives every team rotation.
Head of Field Ops / Support
Mean-time-to-fix drops. Onboarding-to-productive collapses from 3-6 months to weeks. Cross-team learning compounds.
Compliance & Risk
Auditor reconstructs every action. Two-tier audit protects employees, satisfies regulators.
The person at the keyboard
Faster answers. Faster job. More throughput per shift. Doesn't have to memorize the org's history.
Anticipated questions

Why isn't this just…

Why not just give the tech Claude Code with a few skills?
Claude Code reads one repo in one session for one developer. It can't see your device telemetry. Can't ingest Slack threads. Can't audit. Can't share knowledge across techs. Can't run offline. Would you hand your external contractor in São Paulo a Claude Code seat pointed at your full repo, telemetry stream, and customer database? That's why Forge Brain exists.
We can build a Slack bot with RAG in six weeks.
You can. A Slack bot with RAG over Confluence is a six-week build. Multi-source synthesis + temporal awareness + audit + scoping + SDK + offline brain + ongoing maintenance is 12-18 months for a dedicated team — and an opportunity cost your engineering org probably can't afford. Forge ships day-one what an internal build delivers in year-two.
What about hallucinations on physical hardware?
The brain is advisory, not authoritative. Every answer shows sources, citations, timestamps, and a freshness signal. The technician sees the evidence and makes the call. Safety-critical queries route to human SMEs. Provenance is the liability shield.
What happens when Linear / Atlassian / ServiceNow ship this?
Those platforms will ship synthesis inside their own data. Atlassian sees Atlassian. ServiceNow sees ServiceNow. Forge synthesizes across heterogeneous sources — code + telemetry + server logs + tribal — and ships offline. That gap doesn't close in 18 months. By the time it does, your brain has compounded a year of institutional memory the platforms can't replicate.
Where does our data live? Who owns the brain?
You do. Self-hosted / VPC available from day one across AWS, Azure, and GCP — multi-region. Full graph export (JSON / Parquet) on demand. BYO-Model — you hold the LLM API keys, Forge never sees a prompt or completion. Source-code escrow available for enterprise.
We're a Microsoft shop — does Forge Brain fit?
Yes. Azure AD / Entra ID SSO out of the box (also Okta, Google Workspace, generic SAML/OIDC). Microsoft Teams as a first-class surface — same /ask-brain command as Slack. SharePoint and Microsoft 365 are first-tier ingestion sources, alongside Confluence/Notion/Google Drive. Deploy in Azure VPC with private endpoints — Forge cloud never sees your data.
Design partners — 3 spots in 2026

A 30-minute call.
No pitch deck. Just your version of the problem.

We're partnering with three industrial leaders this year. You bring the first real use case. We bring the brain, the SDK, and the engineering team. Together we ship the answer your distributed team should have had years ago.

Step 1
30-min walkthrough with the engineering + ops team
Step 2
2-week pilot with one route, region, or product line
Step 3
Roll out across the org — your brand on the surface, our brain underneath
Apply to be a design partner ticketsforge@gmail.com