AI & Architecture Audit
A fixed-scope review of your architecture, AI risks, security posture, and scalability — delivered as written findings ranked by risk, with a prioritized remediation plan.
How the audit worksAI, software, and senior engineering expertise for your next business challenge. Start with a focused engagement or build a team for the longer term.
Start with a focused review, build one important workflow, or add a team for the longer term.
A fixed-scope review of your architecture, AI risks, security posture, and scalability — delivered as written findings ranked by risk, with a prioritized remediation plan.
How the audit worksBuild or stabilize one important AI workflow — with guardrails, human review, evaluation, and monitoring — from working prototype to something you can put in front of customers.
What a sprint coversSenior engineers embedded in your team for ongoing architecture and product delivery. Your roadmap, your codebase, your ownership — our capacity.
How embedding worksIndicative ranges. Final scope, timeline, and pricing are agreed before work begins.
Reduce repetitive handling of documents, data, and requests. Connect existing tools with reviewable workflows, exception handling, and clear human approval points.
Customer portals, internal tools, and web applications designed for your business process. Start with a focused release, integrate what already works, and retain control of your codebase.
Senior engineers who integrate with your team for 6–12+ month engagements. Not contractors — partners who take ownership of the systems they build.
RAG pipelines, LLM orchestration, and intelligent automation. We build AI systems that work in production — not demos that fall apart at scale.
Cloud infrastructure, CI/CD, and operational stability. Platforms that support production AI workloads and scale with your growth.
End-to-end product engineering for companies building new products or features. We provide the engineering team — you maintain product ownership.
We work with founders, business leaders, and engineering teams. Bring your goals and the context you have. We'll help you assess feasibility, clarify the scope, and choose an approach that fits.
Talk about your projectTell us what you have in mind. We'll talk through the possibilities, the practicalities, and the best place to start.