Services
Focused engagements that move AI from experiment to production — practical implementation and consulting.
AI Systems Audit
A practical assessment of your current engineering stack and AI readiness. You'll get quick wins you can ship this sprint, a clear architecture review, and a prioritized roadmap for the next 90 days.
- Architecture review and gap analysis for your existing stack
- Quick wins identified and documented for immediate implementation
- AI readiness assessment: data access, security, tooling
- Cost and latency profiling for proposed AI integrations
- Prioritized roadmap with architecture recommendations
Deliverable: Practical assessment + quick wins + prioritized 90-day architecture roadmap.
AI Agent Implementation
End-to-end design, implementation, and consulting for production-ready AI agents tailored to your engineering workflows. Built for real tasks — PR review, ticket grooming, documentation, QA and log analysis — with guardrails and monitoring your system needs to run reliably.
- Agent architecture designed for your specific engineering workflows
- Prompt engineering, tool integration, and evaluation pipelines
- Guardrails, safety checks, and scope boundaries
- Observability, cost tracking, and performance monitoring
- CI/CD integration and deployment automation
Deliverable: Production-ready agent system with monitoring dashboard and documentation.
Legacy Modernization
Bring AI capabilities into your existing systems — Laravel apps, TypeScript services, SaaS platforms, internal tools — without risky rewrites. Incremental integration that preserves what works while adding intelligence where it counts.
- Current system assessment and integration mapping
- API design for AI service boundaries in existing architectures
- Safe integration patterns with feature flags and gradual rollout
- Data pipeline preparation and quality verification
- Performance monitoring and rollback procedures
Deliverable: Integrated AI capability in your existing stack, deployed with zero downtime.
Developer Productivity
Improve your team's velocity with CI/CD optimization, observability setup, documentation automation, and engineering workflows that reduce toil and increase output quality.
- CI/CD pipeline optimization and automation
- Observability setup: logging, monitoring, alerting
- Documentation automation and knowledge base tooling
- AI-assisted development workflow design
- Team training and knowledge transfer
Deliverable: Documented workflow improvements with measurable productivity metrics.
Not sure where to start?
Start with an AI Systems Audit. It's the fastest way to understand where you stand and what to prioritize.