Summer 2026

Graphify Labs

On-device Knowledge Graph engine for Enterprise Software

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What they do

code knowledge graph that reviews pull requests and proves changes are safe

How close to us

3, close

Lasting code graph others read (L1 2); verification only checks changes, so checks only.

Wedges

  • W2 Seeing whether your AI agents actually produce adjacent
L1 Company brain (knows the organisation) 2, clear
L2 Agent team (runs agents, tools, approvals) 0, none
L3 Does and learns (finishes, checks, measures, updates the brain) 1, light

Who buys

Firm size
enterprise
Buyer type
developer
Role
engineering leaders
UK
not known
Their own description (from YC)

Graphify is a Knowledge Graph control plane for enterprise software. The open-source tool has 116K+ GitHub stars and 6.5M+ downloads, and is used in production by engineers at Shopify, Datadog, JP Morgan, American Express, Harvey, Automation Anywhere, and Vanguard.

On top of that graph, our enterprise layer reviews every pull request and formally verifies each code change: it proves the new behavior matches the old, or hands back the exact input that breaks it. That makes it built for the changes teams fear most, like refactors, framework upgrades, and large-scale migrations, where you need proof that nothing broke, not a guess.

The graph updates itself as the code changes and keeps context instead of forgetting it, so your whole team and their coding agents work from one shared, always-current view of the codebase instead of a thousand private threads.

It runs entirely inside your perimeter, fully air-gapped on-premise or self-hosted in your own cloud, so no code or data ever leaves your environment.

Full teardown

No full teardown yet. On the deep list.

Technical detail
Slug
graphify-labs
Lens hash
179096c479
Pass
screen
Stale
no