Most AI engagements fail because the strategy work happens after the tool selection. We work the other direction: define the operating model first, then choose what fits.
Leaders know AI matters. They are less sure where it fits, how it should be governed, and what the first six months should actually produce. We design the strategy that survives contact with quarterly planning.
AI strategy at TRG is not a deck. It is a roadmap, a governance posture, a risk register, and a decision framework — all delivered against the operation you actually run.
Phased adoption plans tied to your operating cadence: pilot → operational → embedded. Each phase has an entry gate and an exit criterion.
Decision rights, data classification, approval thresholds, and audit posture — designed to fit the regulatory environment your business operates in.
Mapped risks across confidentiality, accuracy, vendor lock-in, regulatory exposure, and operational dependency — with mitigation owners.
Vendor-neutral evaluation criteria for tools, models, and partnerships. We leave behind a framework you can use on next year's decision too.
We work backward from the operation. The deliverable is a strategy your team can use to make decisions for the next 24 months — not a one-time recommendation.
Readiness assessment
Where AI fits, where it doesn't, and where the operation has to change first.
Use-case ranking
Prioritized portfolio with effort, value, and risk scored.
Governance design
Decision rights, data posture, approval flow, audit trail.
Vendor-neutral selection
Frameworks for picking models and platforms — without our affiliate list in the room.
Operating model
Who owns what, how the system gets tuned, how it expands.
Board-level brief
An artifact that boards can read in fifteen minutes.
Strategy work is only useful if it shows up in next quarter's roadmap. We design engagements to leave behind decisions and frameworks — not artifacts.
Whether you are scoping a first pilot, evaluating a vendor, or briefing a board — we will come back with our honest read and a framework you can keep using.
