Enterprise: Context Engineering for Regulated Industries

Currently delivering 100-200x ROI at Fortune 10 scale.

16-hour features now take 15 minutes at $0.68 per feature.

Built by the architect of AWS ProServe's largest HCLS transformation.

Generic AI Code Will Destroy Your Compliance Posture

  • No traceability to approved patterns
  • Violates ADRs it doesn't know exist
  • Suggests deprecated patterns from 2019
  • Creates $50K production incidents
  • Fails every security audit
  • Suggests GPL/copyleft code that violates your licensing

OutcomeOps Enterprise Gives You

  • Every line of code provably traceable to your ADRs and compliance docs

    AI cites which architectural decision or pattern it followed. Full audit trail.

  • Air-gapped deployment - your code never leaves your infrastructure

    Runs on your LLMs (Azure OpenAI, Bedrock, on-prem). Zero data exfiltration.

  • Automatic PR analysis - catches architectural drift before merge

    Validates every pull request against your standards. No manual review needed.

  • License compliance scanning - detects prohibited licenses before legal issues

    Automatically flags GPL/copyleft code and missing copyright headers on every PR.

  • Support tickets → Pull requestsEnterprise Customer Request

    Autonomous pipeline from Jira/GitHub Issues to tested, compliant code.

  • Multi-tenant knowledge base - learn from failures across all teams

    Isolated ADRs per team/project with optional shared patterns. Turn every incident into institutional knowledge.

Our Proven Transformation Playbook

Start Small: Win with Champions

  • Begin with ONE innovative team who wants to move faster
  • 3-6 month pilot with their real codebase
  • Generate code-maps for THEIR architecture (Lambda, monoliths, microservices - we adapt)
  • They get 10-15x velocity, become your internal evangelists

Build Success Stories, Not Slide Decks

  • "Team X shipped 3 months of backlog in 2 weeks using OutcomeOps"
  • Champions present at your engineering all-hands (not us)
  • Other teams ask "how do we get that?"
  • Demand-driven adoption beats mandates every time

Scale Through FOMO, Not Force

  • Quarter 2: Add 2-3 teams who saw the pilot success
  • Quarter 3: Waiting list forms (seriously, this happens)
  • Quarter 4: IT/Platform team standardizes on OutcomeOps
  • Year 2: "How did we ever work without this?"

Customize for YOUR Reality

  • Lambda-heavy? Our current sweet spot
  • Monolithic Django app? We'll build extractors for it
  • Kubernetes microservices? Custom code-map generators

Who's Behind This

Brian Carpio - 20 years building infrastructure that becomes industry standard

Previous: AWS ProServe Principal

  • Led $18M transformation at Fortune 10 pharmaceutical
  • Featured at AWS re:Invent 2023, became AWS HCLS standard

Current: Delivering 100-200x ROI with Context Engineering

  • Fortune 10 hospitality: 16 hours → 15 minutes, $0.68 per feature
  • 100-200x ROI on engineering time saved

Proven: OutcomeOps at Scale

  • 90+ Lambda functions built in 120 days (solo) for a Character AI site
  • All running in production today

Next Steps

30-minute executive briefing to assess fit and discuss your specific regulatory requirements.