OutcomeOps: Engineers Who Own the Outcome

AI generates generic code. You need code that matches YOUR standards. Give AI your organizational knowledge—ADRs, patterns, decisions—so it generates code that already fits.

OutcomeOps Context Engineering for AI-Assisted Development

The Problem With AI Tools Today

Current AI coding tools generate generic code that requires hours of manual adaptation to your standards.

  • Generate generic implementations that don't match your architecture
  • Don't know your architectural decisions or coding standards
  • Require hours of manual adaptation and refactoring
  • You still spend most of your time rewriting AI code

Context Engineering: The Solution

OutcomeOps gives AI access to YOUR organizational knowledge

Your ADRs & Standards

Ingest Architecture Decision Records and coding standards

Vector Search & Context

AI retrieves relevant patterns and examples from your codebase

Context-Aware Code

Generate code that already matches YOUR patterns and standards

The Results

Production-tested at Fortune 500 companies

16hrs → 15min
Task completion time
$0.68
Cost per feature
100-200x
Return on investment
90%
Code ready on first review