Build what ships. Govern what AI writes.

If your team ships with Copilot, Cursor, or Claude Code, start with an AI Code Audit — a 5–10 day written findings report. Convert to AI Code Oversight when you want a monthly retainer. Choose governed MCP when agents need access to CRM, EHR, or ERP. Product builds still start under Software Engineering, MVP Development, or Design. Healthcare delivery often starts with HIPAA Software Development or Maxiom Labs. Staffing is Maxiom Dev.

No. Maxiom does not sell chatbot retainers, RAG wrappers, or “we’ll be your AI team” hours. The productized AI offer is governed outcomes: a point-in-time code audit, a monthly oversight retainer, and production MCP servers. Client code stays in your environment. Production healthcare AI is Maxiom Labs (https://www.maxiomlabs.com/).

Yes. Common pairings include Software Engineering plus AI Code Oversight, an AI Code Audit before an enterprise sale, Creative Design plus MVP Development, or Compliance Engineering alongside Legacy Modernization. MCP often follows an audit when the next question is agent access rather than code review.

AI Code Audits and focused reviews often land in days to weeks. Platform modernization, AI systems, and multi-team programs are phased over months depending on scope and regulatory context.

Build & deliver covers full product and platform engineering — including MCP development for agent access to internal systems. Govern & modernize is for senior review, compliance, debt, and advisory when velocity, audits, or aging systems need specialized judgment.

Healthcare IT, federal and government contracting, enterprise SaaS, fintech, and related regulated or high-stakes product environments.

No. Client-facing engineers have 10-plus years of production experience. Senior judgment is the delivery model — not a junior bench wrapped in AI marketing.

Yes. Start with the AI Code Audit — or the Copilot & Cursor Code Audit landing if your search is tool-specific. AI Code Oversight is the monthly retainer. If the question is where source is hosted (Cursor Origin, GitHub, a mirror), use AI Coding Platform Governance. If Claude Code auto mode flipped on Team seats — or Enterprise is about to — use Claude Code Governance. Vibe Coding Governance fits prompt-built products. Connecting those tools to internal systems is governed MCP.

Yes. CTO Advisory provides part-time senior technical leadership for architecture, vendors, hiring, fundraising due diligence, and board-level decisions — alongside or instead of build engagements.

With a free 30-minute scoping conversation, then written scope, deliverables, and timeline. NDA and least-privilege access come before any repository or environment access.