CRag AI
Demo

Your code changes every day. Your docs and tasks should keep up.

One workspace for Git-connected projects: ask over docs and code, generate and score tasks automatically, and keep Docs Hub aligned as the codebase changes.

  • Git-connected

    Code and tasks

  • Living docs

    Less manual upkeep

  • AI project boards

    Generate, score, update

Live demo: connect a repo, push a change, watch Docs Hub refresh.

GitHub
3
OpenRouter
GitLab
7
⟨⟩

Engineering HQ

Board · living docs · Git linked

To-do3
Upload release runbook
Invite eng roles
Connect GitHub org
In progress3
AI planning: auth v2
Docs Hub refresh
Engineering sync
In review2
Code review for auth service updates
Role-aware chat QA
Complete2
Desktop app install
SSO for Acme Eng
New chatAsk CRag…

Works with the tools your team already uses

GitHubGitHub
GitLabGitLab
BitbucketBitbucket
OpenRouterOpenRouter
Desktop App

We’re overwhelmed
with the work
about work.

Specs in Drive. Plans in Slack.
Truth… nowhere.

GitHub
GitLab
Bitbucket
GitHub
GitLab

12+

tools in the average engineering stack

1,000+

documents used per team — and still no answers

GitHub
GitLab
Bitbucket
GitHub

CRag cleans up
the clutter.

Knowledge. Plans. Docs. Git.
One workspace.

Why CRag AI

Your engineering
command center

01 — Knowledge

Company knowledge chat

Ask in plain language. Answers come from your uploaded docs — not the open web — with role-based privacy.

Scroll to explore · 1 / 4

Company knowledge chat

Try it
Summarize our API auth policy.
From Security › Auth: OAuth2 + SSO required for all external apps…
Who can edit HR docs?
Admin + HR roles only. Engineers are blocked.
Knowledge

Ask your company —
not the internet

Upload policies, specs, and runbooks. Chat finds the right passages and answers with your organization’s context — filtered by role so sensitive material stays private.

  • Answers grounded in your company documents
  • Role-aware access so sensitive files stay restricted
  • Sessions you can rename, revisit, and refine
  • Optional focus on specific documents for precise answers

Knowledge chat

Grounded in your docs

Demo workspacePrivate
What’s our deploy checklist for staging?
From Runbooks › Release: freeze PRs, run CI, notify on-call, then promote…

72%

Answer grounded in docs

142

Sample sources indexed

Illustrative demo metrics — not live account data.

Sample activity from a demo workspace

Demo workspace

128

Commits linked

Auto-matched to tasks

14

Docs updated

Docs Hub on every push

3

Git providers

Live

Docs Hub sync

Illustrative demo metrics — not live account data.

Git sync

When the code moves,
the plan catches up

Connect GitHub, GitLab (cloud or self-hosted), or Bitbucket today. CRag matches commits and pull requests to tasks, writes short summaries, and refreshes Docs Hub so documentation doesn’t rot after every release.

  • Available today: GitHub, GitLab (cloud & self-hosted), and Bitbucket
  • Task IDs in commits auto-link to work items
  • AI summaries of what actually changed
  • Docs Hub refreshes when the code moves
CRag AI Features

Maximize efficiency with our best features

Knowledge, planning, and Git-connected docs in one flow. No more juggling separate tools or outdated wikis.

01 — Feature

Company knowledge & automation

Upload specs and policies once. Chat answers stay grounded in your org’s documents, with role-based access so sensitive files stay private.

Scroll to explore · 1 / 3

Overview

See reports

Docs answered this month

5,267

Month
JanFebMarAprMayJun
Product walkthrough

Watch documentation update from a real repository

Book a live demo and we'll connect a sample (or your) repo, push a change, and show Docs Hub regenerating in the same session — so you can judge fit before a pilot.

Connect a real repository

Link GitHub, GitLab, or Bitbucket. Webhooks fire on push and pull request.

Code moves the board

Commits with task IDs update work items and write change summaries automatically.

Docs Hub regenerates

API and engineering pages refresh from the codebase — not from a manual wiki edit.

30–45 min · bring a GitHub, GitLab, or Bitbucket repo if you want

Push → docs refresh

Sample flow from a demo workspace

Labeled demo
  1. 0:00

    git push origin feature/billing-api

    Webhook received · matched task CRG-214

  2. 0:08

    Task board updated

    CRG-214 → In review · AI summary attached

  3. 0:22

    Docs Hub regenerated

    API › Billing endpoints refreshed from OpenAPI + code

Illustrative walkthrough — not a customer case study or live account data.

Outcomes

Transform ideas into shipped software

CRag is built for product and engineering leaders who want one place for knowledge, planning, execution, and documentation.

What teams unlock with CRag

01

Fast team onboarding

Docs and chat mean people find answers without pinging Slack all day.

02

Clear project ownership

Boards and assignments show who owns what across every project.

03

Docs that stay current

API and engineering docs update from real code — not invented endpoints.

04

Private by organization

Each company gets its own space for people, files, projects, and billing.

Why Choose CRag AI

How it works

Four steps from scattered knowledge to a connected engineering workflow — built like a product, not a wiki.

Step 01

Upload & invite

Add company documents to the library and invite your team with the right roles and access — so knowledge starts private and stays that way.

Replaces

DrDrive chaos
WiStale wiki
EmEmail PDFs
Document library

Team onboarding

Release runbook.pdf

Alex · Eng

API auth policy.docx

Sam · Security

Hiring handbook.pdf

HR · Restricted

Invite teammates with role-based access
Step 02

Plan & track

Run AI planning, review the backlog, and work the board as your single source of truth — from idea to assignable tasks.

Replaces

XlSpreadsheets
SnSticky notes
BbBlank boards
AI planning · Board

Auth v2 backlog

In progress

4

Epics

42

Tasks

78%

Ready

Discovery interview80%
Architecture draft65%
Acceptance criteria72%
Step 03

Connect Git

Link repositories so pushes update tasks and refresh Docs Hub automatically — code, boards, and docs stay aligned.

Replaces

MsManual status
WrWiki rot
SuStandup noise
Git sync · Docs Hub
GitHub

acme/api-gateway

Live

Table last updated from Git just now

CommitTaskDocs
fix: auth raceCRAG-19Updated
feat: docs hubCRAG-243 pages
chore: bump ciCRAG-11—
Refresh Docs HubSummarize PR
Step 04

Ask & ship

Use knowledge chat daily — answers stay private to your organization while delivery stays on track.

Replaces

SlSlack pinging
TkTribal knowledge
GwGuesswork
Knowledge chat
What’s our staging deploy checklist?
From Runbooks › Release: freeze PRs, run CI, notify on-call, then promote to staging…
Who owns Docs Hub refresh?
Git automation updates Docs Hub on every push — no manual wiki edits.
Ask your company…⌘K
Integrations

Connect the tools you already use

Available today: GitHub, GitLab (cloud and self-hosted), and Bitbucket. Docs Hub and OpenRouter model routing ship with the product. Enterprise SSO is on the roadmap.

C

CRag workspace

Knowledge · Boards · Docs Hub · Git

Git sync live
GitHub
GitLab
Bitbucket
OpenRouter
GitHub
Available now

GitHub

Private & public repos, webhooks, commit/PR → task linking

GitLab
Available now

GitLab

GitLab.com and self-hosted; webhooks and namespace sync

Bitbucket
Available now

Bitbucket

Cloud workspaces, webhooks, and repo sync

OpenRouter
Available now

OpenRouter

Model routing for planning, chat, and Docs Hub (org BYOK optional)

Available now

Docs Hub

Living project docs regenerated from code and tasks (built-in)

On roadmap

Enterprise SSO

SAML / OIDC single sign-on for large orgs

Desktop app available
·
Enterprise SSO — planned
·
See docs update from your repo
FAQ

Frequently asked questions

Still deciding if CRag fits? Book a demo and we'll show Docs Hub updating from a real repository push — live, with your stack.

CRag AI is a workspace for engineering and product teams. It combines a company document library, knowledge chat, AI project planning, boards, living documentation, and Git automation in one place.

Book a demo

See Docs Hub refresh from a real repo

Tell us about your team. We’ll schedule a live walkthrough where we connect a repository, push a change, and show Docs Hub regenerating — plus knowledge chat and AI planning for how you ship today.

  • 30–45 minutes: repo push → Docs Hub refresh on screen
  • Fit for your org size and Git setup (GitHub, GitLab, or Bitbucket)
  • Clear next step: paid pilot quote or follow-up questions
  • Confirmation email after you submit — reply within one business day

You’ll get a confirmation email. We only use this to schedule your demo.