Services
From Pilots
to Production
I partner with leadership teams where AI strategy meets implementation. I build AI systems in production, not just advise on them.
How mature is your AI adoption?
Take the free 5-minute assessment and get a scored snapshot across 5 dimensions.
For Mid-Sized Enterprises · 100–500 employees
Enterprise services
AI Maturity Assessment & Roadmap
Know exactly where your AI adoption stands and what to do next. The lowest-friction way to start working together.
- →Scored assessment across 5 dimensions: strategy, data, technology, governance, people
- →Prioritized roadmap with quick wins and structural moves
- →Leadership readout session
Fixed-scope project
AI Transformation Advisory
For the CDO or CTO stuck in pilot purgatory. Move from fragmented experiments to production-grade AI across the organization.
- →Transformation roadmap and governance operating model
- →Build vs. buy vs. partner decision support
- →Organizational design and change management for AI
Retainer
Agentic AI Architecture & Delivery
Design and build agentic systems that survive production, using Spec-Driven Development (SDD) for precision and repeatability.
- →Agent architecture design and review
- →Evaluation and observability framework setup
- →Full implementation with a delivery team scaled as needed
Project or delivery team
GenAI on AWS
Bedrock and AgentCore architecture, implementation, and review, from a practitioner running production GenAI on AWS in regulated pharma.
- →Solution architecture on Bedrock / AgentCore (greenfield or rescue)
- →GenAI architecture review, including cost and evals
- →Governance patterns for regulated environments
Project or review sprint
Data Strategy & Governance
An LLM-ready data foundation, aligned to DAMA-DMBOK2 and built for regulated industries.
- →Data strategy and governance operating model
- →Cloud data platform architecture (AWS-focused)
- →Metadata management and data catalog implementation
Project or retainer
Embedded AI Leadership
Fractional CDO or CTO engagement when you need senior AI leadership without a full-time hire.
- →Strategic direction and board-level representation
- →Team building and mentoring
- →Hands-on delivery oversight, at the pace your business needs
Fractional
For SMBs & Startups · 10–100 employees
AI-First Organization Program
A hands-on, fixed-price program (4 to 8 weeks) for founders and CEOs who want to fundamentally shift how their company operates: AI embedded in daily workflows, decision-making, and product processes, multiplying output per person.
I'm customer zero: my own practice and the MIRROIR startup run this way.
- →AI opportunity mapping across your workflows
- →Vendor-neutral toolstack selection and setup
- →Team enablement through hands-on working sessions
- →Agentic automation of your 2-3 highest-value processes
- →Habits and metrics that make AI stick after the program ends
Workshops & Training
Practitioner-led, hands-on
Formats run from half-day sessions to multi-day programs, always built around your context and your systems rather than a generic curriculum. Scope and agenda are agreed per engagement.
Leadership teams
Executive sessions on AI strategy, what to expect from AI transformation, and where value actually comes from.
Technical teams
Hands-on work on agentic AI and Spec-Driven Development: how to move from writing code to running AI agents.
Non-technical teams
Practical AI in daily work, including building working tools with no-code and AI-assisted development.
How We Work
Three engagement models
Project
Fixed scope, fixed outcome. Assessments, architectures, reviews, builds.
Retainer
Ongoing advisory presence for transformations that unfold over quarters.
Fractional
Embedded senior leadership, part-time, inside your organization.
Two things every engagement has in common: C-suite sponsorship, because AI transformation without it stalls, and vendor neutrality, because I sell outcomes, not tools.
Not sure where to start?
Start with the free maturity assessment, or just start a conversation.