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AI Automation for Software Companies
Let your engineers engineer.
Software companies lose engineering bandwidth to support escalations, documentation maintenance, and repetitive deployment tasks. AI handles the toil.
-65%
Engineering escalations
Always current
Doc freshness
< 5 min
Release note time
10-15/wk
Engineer hours recovered
The Problems We Solve
- 1Engineers spend 20-30% of time on support escalations that don't need engineering knowledge.
- 2Internal documentation is always outdated because nobody has time to maintain it.
- 3Release notes, changelogs, and customer-facing docs are written manually each sprint.
- 4Incident response and on-call triage is reactive and unstructured.
What We Build
AI Support Triage
Automatically classify and resolve tier-1 support — only genuine bugs reach engineering. Confidence scoring ensures quality.
Automated Documentation
Generate and update docs from code changes, PR descriptions, and internal wikis — always current, always searchable.
Fault-Tolerant AI Agent Pipelines