Services

We fix the friction your team has lived with too long.

Consulting, AI integration, and legacy code repair — from the team that builds tools for opaque, high-stakes workflows.

Available services

AI Code Repair

Legacy codebase rescue

Unmaintained repos, dead dependencies, no test coverage, no docs — we've seen it. We audit, triage, and modernise legacy codebases using AI-assisted refactoring with human review at every step. Deliverable: working, tested, documented code and a runbook you can hand to anyone.

  • Dependency audits and upgrade paths
  • Test coverage from zero to production-ready
  • Documentation and onboarding guides
  • CI/CD pipeline setup and containerisation
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AI Automation

Business workflow automation

Repetitive internal workflows — intake forms, document review, status tracking, report generation — are exactly what AI handles well when built right. We scope, design, and build automation that fits your existing stack and doesn't require a data science team to maintain.

  • Workflow analysis and opportunity mapping
  • LLM integration with existing tools (Notion, Airtable, email, APIs)
  • Human-in-the-loop approval flows — nothing ships without a person signing off
  • Privacy-first: local inference available, no PII logging
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Custom Tooling

Custom AI tools and internal products

Need something built that doesn't exist yet? We design and build internal AI tools tailored to your team's specific domain — using the same open-core, privacy-first architecture that powers the CircuitForge product suite.

  • Document classification and extraction
  • Fine-tuned models for domain-specific writing or analysis
  • Accessible interfaces for non-technical users
  • On-premise deployment — your hardware, your data
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