Sequence the upstream.
For finance teams, the choices that decide whether AI becomes compounding value or stays a slide deck. Vendor shortlist, build versus buy, sequenced rollout, board case.
Adoption decides which AI bets get funded, which workflows change first, and which plan a CIO can defend to a CFO.
Four moves, one engagement.
Each move produces a named artifact that survives the engagement. The plan, the shortlist, the model, the telemetry baseline.
Sequenced rollout plan
Which workflows go first, which teams pilot, what the wedge looks like, what the success bar is. The plan a CIO defends to a CFO.
Vendor shortlist with scorecards
Build versus buy applied to the priority workflows. License consolidation where it pays for itself in the first quarter. Scorecards a procurement team can defend.
Board-ready ROI model
Cost per outcome, not cost per seat. Sourced arithmetic, not aspiration. Built so the CFO can populate it as the rollout runs, without a quarterly scramble.
Adoption telemetry baseline
Depth, breadth, workflow integration, shadow AI. The first month of measured usage so the rollout team starts with a baseline, not a hypothesis.
AI Adoption sequences the bets.
Picks the workflows, the vendors, the rollout order, and the ROI model. One artifact set, owned by the operator.
The four anchors execute.
Adoption sequences the bets. The four anchors capture, contain, and lift against that sequence. All four read from the same AI Audit.
- AI AuditTwo-week operating read. The map.
- AI TransformationCapture the upside on the priority workflows.
- AI GovernanceContinuous evidence on the same trace pipeline.
- AI FluencyPer-role tooling, training, telemetry.
Book the AI Audit.
Thirty minutes to scope your AI footprint, access path, Shadow AI exposure, and board-ready read.
Questions buyers actually ask.
Adoption sequences the upstream choices. Which workflow first, build versus buy, vendor shortlist, board case. AI Transformation runs the rollout against those choices. Adoption decides what to bet on. Transformation captures the value once the bet is placed.
In almost every case, yes. The Audit baselines the current AI footprint, duplicate spend, unapproved AI tools, and workforce stage. Adoption sequences against that map. Without it, the choices are guesses.
Yes. The vendor shortlist, ROI model, and rollout plan are platform-portable. Customers run the next workstreams themselves, with us, or with an existing partner. Most continue with us because the measurement plumbing is already live.
If the deck has a vendor shortlist with scorecards, a sequenced rollout, telemetry plumbed in, and an ROI model with sourced numbers, you already have the substance. If not, the deck is an aspiration.