Know what changed, why, and what matters now

Context Store for agents and humans scoped to individual teams and projects

Docutrail turns code, pull requests, conversations, meetings, and tickets into a living trail of every change, decision, and discussion across your projects.

Create your first workspace today

How it works

Up and running in minutes.

01

Create a workspace for your team

Start with a dedicated workspace where your team can build and grow shared knowledge together.

02

Choose repos and projects you work on

Select the codebases and projects that matter so knowledge starts where real work is already happening.

03

Connect sources

Link GitHub repos, Slack channels, and Granola spaces to bring your team’s context into one place.

04

AI creates a trail of every bug, PR, and meeting discussion

Docutrail turns day-to-day work into a searchable trail your team can revisit and build on over time.

05

Search, ask, and explore

Explore a living workspace that helps your team find answers, follow changes, and stay aligned.

06

A chat interface alone is not enough

Chat helps answer questions in the moment, but shared context should not stay trapped in threads or repeated one answer at a time.

Connects with tools your team already uses

GitHubJiraSlackMicrosoft TeamsConfluenceBitbucket

The problem

Your team should not have to reconstruct the story every time.

Project context is scattered across code, pull requests, Slack, meetings, and tickets. Docutrail keeps the story connected.

4.5h

average weekly time developers spend searching for documentation

63%

of architectural decisions never make it into a formal document

3×

longer onboarding for engineers without centralized documentation

What we do

Everything your team needs to understand the project.

From API docs to architecture decisions, Docutrail surfaces the context your team needs automatically.

Code Documentation

Auto-generate API docs, README overviews, and dependency maps directly from your GitHub or Bitbucket repos.

README.md
api.yaml
deps → graph

Recent Changes

Aggregates Slack conversations into weekly summaries covering releases, bugs, KPIs, and PR activity in one view.

Mon v1.29 released
Tue 12 PRs merged
Wed KPI summary from Slack

Ongoing Discussions

Keep track of meeting conversations, Slack threads, and emerging decisions without losing the thread over time.

Standup: timeout still failing

Slack: Maya has a PR

Decision: bump to 8s, keep this

Bugs and Blockers

Surface the issues slowing the team down so everyone can see what is broken, blocked, or at risk right now.

P0 · scheduler memory leak
P1 · API rate limits
P2 · pipeline timeout

Architecture Docs

Surface decisions, diagrams, and rationale from Confluence, Notion, and Google Slides automatically.

APIAuthADR-019

AI Semantic Search

Ask "how does login work?" and get synthesized answers from GitHub, Slack, and Notion simultaneously.

Product tour

Check out our demo app

A guided walk through a working Docutrail workspace: projects, source-cited docs, meeting context and grounded answers. It opens in a new tab.

Open the product tour ↗Best on a larger screen.

PR intelligence

Every PR, explained in plain English.

Docutrail reads every merged pull request and generates a human-readable summary, what changed, why it changed, and what teams should know. No more onboarding archaeology.

  • Automatic AI-written PR summaries
  • Key changes and impact analysis
  • Linked to Jira tickets and Slack context

Pull Request Explanations

Implement Kubernetes pod autoscaling optimization#1841

This PR introduces an enhanced autoscaling algorithm for Kubernetes pods that reduces resource waste by 35%.

Fix memory leak in container orchestration layer#1837

Critical fix for memory leak in the container orchestration layer that was causing node crashes under high load.

Active visibility

See what's blocking your team right now.

Docutrail surfaces active blockers, critical issues, and in-flight decisions from your connected sources. Leadership gets clarity. Engineers stay unblocked.

  • Aggregated from Jira, Slack & GitHub
  • Severity and status at a glance
  • Team ownership, always visible

Current Blockers

API Rate Limiting Issues P1

GitHub API rate limits are causing deployment failures during peak hours

Memory Leak in Pod Scheduler P0

Kubernetes pod scheduler experiencing memory leaks affecting cluster performance

CI/CD Pipeline Timeout P2

Build pipeline timing out for large repositories, blocking feature releases

Your cloud, your boundary

Your data stays in your cloud. So does your inference.

Run Docutrail's data plane inside your AWS account. Source data, generated knowledge, vector indexes, and model inference remain within infrastructure you control.

  • Customer-controlled networking and encryption
  • No source content required in the Docutrail control plane
  • Amazon Bedrock inference inside your cloud boundary

Customer AWS account

Docutrail data plane

Sources and generated knowledge

Code, conversations, meetings, tickets, metadata, and history stay in your account.

Retrieval and inference

Vector indexes and Amazon Bedrock model calls remain inside your cloud boundary.

Book a demo

See Docutrail in action.

Book a 30-minute walkthrough and we'll show you live doc generation from your own GitHub repo.

Pick a time →