Our services
Three practice areas, built around the engineering problems we’ve spent twenty-five years solving.
Production-Grade AI Architecture
AI systems built to survive production — auditable, observable, accountable.
Enterprise CTOs and technology leaders moving AI from pilot to production.
Most enterprise AI doesn’t fail on the model. It fails on what surrounds it — evaluation harnesses, observability, rollback paths, data contracts. We architect AI systems with the discipline you’d apply to core banking: every output traceable, every change reversible, every failure mode named before it ships.
Deliverables
- ◆AI capability assessment and readiness review
- ◆Reference architecture for production AI systems — RAG, agents, evaluation harnesses
- ◆Build vs buy vs integrate analysis
- ◆Observability, rollback and incident-response design for AI workloads
- ◆Evals, guardrails and responsible-use policy
- ◆Data contracts and ingestion design for AI features
Technical Due Diligence
Independent, thorough, and built for decisions with real money behind them.
PE/VC firms, M&A advisors, and investors evaluating technology-intensive assets.
For PE and VC firms, the difference between a good deal and an expensive lesson often comes down to what the data room doesn’t show. We get into the codebase, the architecture, and the team dynamics — and give you a clear, independent picture before you commit.
Deliverables
- ◆Architecture review and scalability assessment
- ◆Engineering team capability and delivery velocity
- ◆Security posture and compliance gap analysis
- ◆Technical debt quantification
- ◆AI/ML capability assessment — model quality, evals, observability
- ◆Risk scoring and red-flag report
DevSecOps & Cloud Architecture
Secure foundations that hold under real load.
Scaleup engineering teams and CTOs building AI-native products on AWS.
When teams move fast — especially with AI-assisted development — security gaps compound quickly. We help engineering teams build AWS infrastructure that’s secure and compliant from day one, without turning every deploy into a bottleneck.
Deliverables
- ◆AWS architecture design and review
- ◆ISO 27001 and SOC 2 readiness assessment
- ◆Security automation and CI/CD pipeline hardening
- ◆IAM and least-privilege access design
- ◆Compliance-as-code implementation
- ◆AI-assisted development workflow design
Not sure where to start?
Tell us about your situation and we’ll figure it out.