Fractional CAIO and CTO leadership for SMBs and MSPs
Senior AI leadership on a monthly retainer. Strategy, architecture, and working software. A clear read on what AI can do for your business, and what it can't. No executive hire required.
The retainer covers
- AI roadmap for your business
- Vendor and model selection
- Build or buy decisions
- Architecture review
- Governance and policy
Advisory first. Architecture that holds up.
We are not a reseller and not a dev shop chasing trends. Four principles run through every engagement.
Model agnostic
Anthropic, OpenAI, Google, Microsoft, and local open-weight models. The problem picks the model, not the marketing.
Router / Specialist design
Multi-agent systems built as a router in front of narrow specialists. Small scopes, clear contracts, predictable behavior.
Inference that makes sense
Microsoft Copilot agents, AWS Bedrock agents, or local models on private or rented infrastructure. The workload decides where inference runs.
Deterministic pipelines
Agents where judgment is required. Pipelines everywhere else. Repeatable results beat impressive demos.
Custom AI tooling. Proof of delivery.
Advice you can verify. We build the systems we recommend, as fixed-scope projects or under retainer.
Compliance export utilities
Built for a regulated services firm: utilities that turn scattered records into audit-ready exports.
Estimating agents
AI-assisted estimating for trade contractors. From takeoff to quote in a fraction of the time.
AI education
Adoption fails without understanding. We teach in public.
Workshop series
Hands-on AI workshops. Plain language, practical sessions, real tools.
System Prompt podcast
What is actually happening in AI: software, infrastructure, and the way businesses run. No hype.
AI leadership without the hire.
Tell us what you are trying to do with AI. We will tell you what it takes.