Connects to your existing tools automatically
GitHub GitHub Projects 
Linear 
Jira 
Slack 
Google Drive 
Claude Code 
Cursor See It In Action
This is a live demo powered by Cogniscape's own development data. Click any question below to see the AI reconstruct the full saga of a pull request from real events.
Cogniscape Assistant
Connected to live development data
What would you like to know?
Click a question below to explore real development data from the Cogniscape team.
Responses generated from real Cogniscape development data. No scripted answers.
AI made your team faster. It didn't make them more visible.
Engineering leaders are investing heavily in AI-assisted development tools. Most have no clear way to see what that investment is truly producing at the team level.
Output is up. Understanding is flat.
Over 40% of code is now AI-generated, and the number continues to climb. But the ability to explain what was built, why it was written, and how it fits into the bigger picture hasn't kept up.
Context is scattered across tools
The reasoning behind a decision lives in a Claude session. The implementation is in GitHub. The scope is in Linear. The document changes are in Google Drive. Nobody has the full picture.
Institutional knowledge walks out the door
Your best engineers (and their AI agents) carry critical context in their heads and invisible sessions. When people leave, that understanding leaves with them.
Every tool shows you what changed. Few show you why.
A developer ran multiple AI coding sessions to ship a feature. The PR shows the final diff. It doesn't show the approaches that were tried, the edge cases discovered, the design trade-offs made, or the blockers resolved along the way.
Cogniscape captures what no other tool does: the decisions, the reasoning, and the context behind every change. Automatically and passively. Before it's lost.
Engineering Intelligence for AI-Powered Teams
Cogniscape is the understanding layer, the AI coding observability platform, most teams are missing today.
We passively capture structured events from your AI sessions: plans, technical decisions with trade-offs, blockers with estimated impact, bug fixes with root cause. We connect them with activity from GitHub, Linear and Google Drive into a rich temporal knowledge graph.
The result? You can ask complex questions about why decisions were made on any pull request and get answers backed by real history, not just what changed or how much it cost.
Our MCP is open: use it in Claude Desktop, any compatible client, or integrate directly into your automations.
The AI Coding Observability Platform That's Different
Temporal Knowledge Graph
Full saga timelines of every pull request, from plan creation to deployment. Ask "why was this pull request approach chosen?" and get the complete story.
Structured Intent Capture
8 rich event types from Claude Code and Cursor sessions, captured automatically and passively. No other tool captures the reasoning process at this depth.
Real per-developer ROI with Context
Token usage, cost breakdown, and AI contribution linked to actual outcomes and decisions made.
Open MCP
Query your team's intelligence in plain English using any MCP-compatible client or automation tool. No new dashboard required.
Completely Agnostic & Passive
Works with any editor or stack. Zero behavior change for developers.
Zero-Code Security
We never store source code, only sanitized summaries, relationships and metadata.
How AI Coding Observability Works
Install the lightweight CLI once
Passive capture begins automatically for Claude Code and Cursor.
Connect your tools
GitHub, GitHub Projects, Linear, Google Drive (and others) via one-time webhooks.
Activity flows into the knowledge graph
All activity flows into the temporal knowledge graph, organized as a saga timeline per pull request, automatically.
Ask anything in plain English
Through the open MCP. Works with Claude Desktop, any MCP-compatible client, or automation tools.
No workflow changes for developers. No additional reporting burden.
Transparent pricing that scales with your team
Start with a free 15-day pilot. No credit card required.
No per-seat pricing - you only pay for the events your team generates.
Starter
Great for small AI-first teams or trials beyond the free pilot.
Team
Perfect for evaluating Cogniscape before scaling to your full engineering org.
Growth
For growing engineering teams investing in AI-assisted development.
Enterprise
SSO, SCIM, audit logs, priority support, custom AI summaries, and on-prem options.
Every plan includes
You only pay for the events your team generates.
Full Comparison
Everything you get, tier by tier
Every plan includes the full platform. The only variable is how many events your team generates.
| Feature | Starter | Team Most popular | Growth | Enterprise |
|---|---|---|---|---|
| Scale No seat limits - connect as many developers as you want. More devs generate more events; that's all that changes. | ||||
| Events per month (included) | 3,000 | 15,000 | 45,000 | Custom |
| Overage per 1,000 extra events | $20 | $25 | $25 | Custom |
| Full history retention | ||||
| Historical data backfill | Add-on | Add-on | ||
| Full Intelligence Platform Every plan gets the complete feature set. No artificial feature gating. | ||||
| AI coding sessions (Claude Code, Cursor) | ||||
| GitHub pushes & pull requests | ||||
| Linear issues & project updates | ||||
| Google Drive document changes | ||||
| Plain-English queries via MCP | ||||
| Daily AI digest | ||||
| Saga timeline (end-to-end PR stories) | ||||
| Decision & alternatives capture | ||||
| Blocker detection with impact estimate | ||||
| Token usage & cost analytics | ||||
| Support & Onboarding | ||||
| 15-day free pilot (no credit card) | ||||
| Guided onboarding | ||||
| Support | Founders | Founders | Dedicated | |
| SSO / SCIM provisioning | ||||
| Audit logs | ||||
| On-premises deployment | ||||
| Custom AI summary templates | ||||
No credit card. We handle setup and onboarding.
The difference is real
Before vs After Cogniscape
Engineering leaders who adopt AI tools gain speed. Those who add Cogniscape gain understanding.
Without Cogniscape
- Standups ask 'what did you do yesterday?' - nobody has a complete answer
- PRs get merged with no record of why the approach was chosen
- New engineers re-discover decisions that were already made and discarded
- AI sessions disappear the moment the window closes
- You know velocity. You don't know context, blockers, or reasoning
- Token spend is invisible - no idea what the AI actually produces
- Institutional knowledge walks out when engineers do
- Post-mortems rely on memory, not evidence
With Cogniscape
- Daily digest auto-generated - every engineer's full story, zero effort
- Saga timeline surfaces the why, the alternatives, and the trade-offs for every PR
- New engineers query the knowledge graph in plain English and get up to speed in hours
- Every Claude Code and Cursor session is captured, indexed, and queryable
- Real-time visibility into decisions, blockers, and engineering context
- Token usage and AI cost tracked per developer, per session, per feature
- Knowledge persists across personnel changes - context survives turnover
- Timelines reconstruct exactly what happened, automatically
Honest fit check
Is Cogniscape right for you?
We'd rather you know now than find out after onboarding.
You'll get the most out of Cogniscape if…
- You manage a team of 3+ engineers using Claude Code, Cursor, or other AI-powered development tools
- You're tired of asking "what did the AI actually decide here?" and getting a shrug
- PR reviews feel disconnected from the real reasoning that shaped the code
- New hires take weeks to ramp because institutional context lives in people's heads
- You want to measure AI ROI - not just how many tokens you spent
- Engineering context scattered across GitHub, Linear, Slack, and Drive keeps you blind
Cogniscape probably isn't the right fit if…
- Your team doesn't use AI-assisted development tools yet - Cogniscape needs sessions to observe
- You're looking for a project management tool (we're engineering intelligence, not PM)
- You want to micromanage individual output - we're built for team-level visibility, not surveillance
Not sure?
Book a 30-minute briefing. We'll tell you honestly whether Cogniscape makes sense for your team today - and what would need to be true for it to.
Book a free briefing →
Fábio Vedovelli
Founder, Cogniscape
From the founder
I've shipped software for over 20 years. I've managed teams, led engineering orgs, and spent the last several years watching AI-assisted development transform what's possible.
When Claude Code and Cursor became part of our daily workflow, something started bothering me. We were moving faster than ever - but the decisions were disappearing. A developer would run 10 AI sessions to ship a feature. The PR would show the final diff. But the reasoning, the alternatives that were considered, the edge cases discovered, the blockers navigated - gone.
I built Cogniscape because I couldn't find a tool that captured what actually matters: the why behind the code. Not just the output, but the intelligence that produced it.
If you're leading a team that's adopting AI tools, I want to talk to you. Not to sell - to learn. Book a briefing and let's figure out together whether Cogniscape solves a real problem for your team.
FAQ
Questions we get a lot
What counts as an event?
What happens if I exceed my monthly event allowance?
Can I start without a credit card?
Can I upgrade or downgrade my plan later?
What AI coding tools does Cogniscape support?
Does Cogniscape read my source code?
Who can access the data Cogniscape captures?
What GitHub permissions does Cogniscape require?
How is Cogniscape different from DORA metrics tools or GitHub Insights?
How long does setup take?
Can I cancel anytime?
Still have questions? Book a briefing and ask us directly.
Your code never touches our servers
We store only descriptions of what happened, never the source code itself.
Your code never touches our servers
We store only descriptions of what happened, never the source code itself.
Metadata only
Who, what, when, and why. Every event passes through multiple stages of sanitization.
Complete transparency
We capture structured summaries, relationships and metadata. Your intellectual property stays where it is.
Ready to Understand the "Why" Behind Your Team's Work?
In 30 minutes, we'll walk you through real engineering intelligence from production teams and show you exactly what Cogniscape would surface from your workflow.
Book a 30-Minute Executive BriefingMade for Engineering Managers and CTOs who want to understand not just what was built, but why.