Services
Management consulting for AI. Strategy, use cases, product management, governance, and quick MVPs. I help businesses figure out where AI fits and what to build.
AI Strategy & Roadmap
The flagship service. Assess the business, identify where AI creates real value, and build a prioritized roadmap with sequencing, budgets, success metrics, and change management. Includes build-vs-buy decisions for every opportunity on the roadmap: should you build in-house, partner with a vendor, or buy off-the-shelf?
What you get
- Business and operations assessment
- Prioritized opportunity mapping across departments
- AI roadmap with sequencing and dependencies
- Budget envelopes, success metrics, and ROI projections
- Build-vs-buy recommendations for each initiative
- Change management plan and organizational readiness
Who is this for?
Executives and decision-makers who know AI matters but don't know where to start, how fast to move, or what to commit to first.
AI Use Case Discovery
A shorter, more focused engagement than a full strategy project. Workshops, stakeholder interviews, and process mapping to surface a clear list of concrete AI opportunities in your business. Each one is scored by impact, feasibility, and cost so leadership can pick what to pursue next. Often the entry point before a full strategy engagement.
What you get
- Discovery workshops with key stakeholders
- Process and workflow mapping across target teams
- A clear list of concrete AI use cases with business value
- Scoring matrix: impact, feasibility, cost, time-to-value
- Short-list of top 3 opportunities with next steps
- Quick-win recommendations you can start immediately
Who is this for?
Teams and leaders who want a structured way to go from 'we should do something with AI' to a concrete list of opportunities ranked by business value.
AI Governance & Readiness
A diagnostic service that combines readiness and governance into one engagement. Where is the company on data maturity, team capability, tooling, and culture? What governance, policies, and guardrails need to be in place before serious AI deployment? Output is a gap analysis and prerequisite checklist. Often a standalone health check or a lead-in to strategy work.
What you get
- Data maturity and infrastructure assessment
- Team capability and skills gap analysis
- Governance framework and internal AI policy design
- EU AI Act risk classification and compliance review
- Prerequisite checklist before scaling AI
- Prioritized action plan with clear ownership
Who is this for?
Organizations that want an honest look at where they stand before committing to AI investments, and need governance and policies in place before scaling.
AI Product Management
For companies building AI features into their products. I act as the AI product strategist: user research, feature prioritization, success metrics, and working with your dev team to ship the right thing. Pure product management work, no code. The goal is clarity on what to build and why, not how to build it.
What you get
- User research and AI opportunity validation
- Feature prioritization and product roadmap
- Success metrics and measurement plan
- Product requirements and acceptance criteria
- Working sessions with the dev team
- Post-launch review and iteration plan
Who is this for?
Product teams and founders building AI features into their product who need strategic product management, not more engineers.
AI Automation & Agent MVPs
Lightweight prototypes and POCs to validate an AI idea quickly. Quick workflow prototypes, simple agent loops, quick wins. The output is a working proof-of-concept the client can show leadership and use to decide whether to invest in a production build. I hand off the production work to the client's team or a chosen vendor.
What you get
- Scope definition and success criteria for the MVP
- Lightweight automation or agent prototype
- Working demo the client can show to leadership
- Performance and feasibility findings
- Clear recommendation: production-ready, iterate, or stop
- Handoff documentation for a production build
Who is this for?
Teams with an AI idea they want to test quickly and cheaply before committing to a full production investment.
AI Workshops & Executive Training
Leadership-level sessions on what AI actually is, what it can and cannot do, how to think about it strategically, and how to evaluate vendor pitches without getting fooled. Not 'learn to prompt' workshops. These are sharp, opinionated sessions designed for executives and decision-makers who need to make good calls on AI.
What you get
- Custom workshop design for your leadership team
- Executive AI briefing: the honest state of AI today
- Use case identification and strategic thinking session
- How to evaluate vendors and AI pitches without getting fooled
- Q&A tailored to your business context
- Follow-up reference materials and reading list
Who is this for?
Executives, leadership teams, and boards who want to stop treating AI like magic and start making informed strategic decisions.
Not sure which service you need?
Start with a conversation. I will listen to what you are trying to achieve and tell you honestly what makes sense and what does not.