Your organization finally remembers how it was built

A living knowledge graph of your services, decisions, and ownership — so impact analysis, duplicate detection, and grounded plans come from what your org actually built, not tribal memory.

01

A knowledge graph of how your software fits together

skaftorAI builds a graph of the entities that matter — services, repositories, features, decisions, and the people who own them — and the relationships between them. It is the map that every plan, blueprint, and Work Order is grounded against.

  • Entities and relationships across services, repos, and teams
  • Ownership made explicit, so the right people are looped in
  • Continuously updated from the work as it ships
02

Impact analysis before you commit

Ask what a change touches and get a real answer. Memory traces the blast radius across services and interfaces, so a Work Order arrives with its downstream effects already mapped instead of discovered in production.

  • Blast-radius analysis across service boundaries
  • Downstream dependencies surfaced before work starts
  • Owners of affected systems flagged automatically
03

Stop building the same thing twice

Duplicate detection compares new work against what already exists and flags overlap — the endpoint another team already shipped, the utility that already lives in a shared library — so consolidation happens by design rather than by accident.

  • Duplicate and near-duplicate work flagged at plan time
  • Cross-team consolidation opportunities surfaced
  • Repo intelligence tying the graph back to real code

Build with memory.

Turn intent into architecture, work, and shipped code — in one governed pipeline your team approves at every step.