We help leadership teams cut through the AI noise and decide where to invest. Through structured discovery and use-case scoring, we identify the work that will deliver the most value — and design a sequenced, governed roadmap that gets you from pilots to production.
We map your business workflows, identify candidate AI use cases, and score them against value, feasibility, and risk so investment goes where the leverage is.
Executive workshops and process discovery interviews
Use-case backlog with value, feasibility, and risk scoring
Build-vs-buy assessments across LLM providers and tooling
Sequencing plan from quick wins to enterprise rollouts
Operating model & governance
Design the org structure, decision rights, and policies needed to ship and operate AI safely at scale.
AI governance framework aligned to NIST AI RMF and EU AI Act
Center-of-excellence vs federated operating model design
Vendor and model policy: approved models, data handling, escalation
Risk register and acceptable-use guidelines
Business case & ROI modeling
Defensible ROI models for AI investments — including cost-to-build, cost-to-run, and value attribution.
TCO modeling for inference, infrastructure, and human-in-the-loop costs
Value attribution frameworks for productivity, revenue, and risk avoidance
Portfolio-level investment view across multiple initiatives
Quarterly review and re-prioritization cadence
Roadmap & first sprint
A concrete 12-month roadmap, with the first sprint already scoped and ready to start when the engagement closes.
Sequenced 12-month plan with quarterly milestones
First-sprint backlog with technical scope and acceptance criteria
Stakeholder alignment plan and change management
Success metrics defined per workstream
How we work with you
Engagement shapes
Three typical ways we engage on ai strategy — adapted to your scope, timeline, and team.
3–4 weeks
AI Discovery Sprint
Compressed engagement to surface 8–12 prioritized use cases and a recommended starting point.
6–10 weeks
AI Strategy & Roadmap
Full strategy work including operating model, governance framework, and 12-month roadmap.
Quarterly
Embedded Advisory
Ongoing senior advisory and portfolio review for organizations already running multiple AI programs.
Tools & technologies
Built on what your teams already know
We work with industry-standard tooling and open standards — no proprietary lock-in.
Share the shape of your initiative and we'll respond within one business day with a tailored point of view — and the names of the senior people who would lead the work.