

Get a clear view of your AI spend

AI Licence Management & Tokenomics Assessment The Background
AI is the fastest-growing line on the IT bill – and often the least visible. It hides in three places: per-user licences that renew whether or not anyone uses them; consumption contracts where the bill follows behaviour rather than a fixed price; and tools bought outside IT. Most organisations can quote their Microsoft bill to the penny, but few can say what they spend on AI in total — or what they get back for it. Trigger signals: an AI bill climbing faster than expected; Copilot rolled out at scale with no utilisation data; a Microsoft EA or hyperscaler renewal approaching; a request for AI ROI you can’t yet answer with a defensible number.

AI Licence Management & Tokenomics Assessment What you'll receive
A complete AI tool and licence inventory — procured, departmental and shadow.
A consumption baseline and forward forecast you can budget against.
An entitlement-versus-deployment reconciliation, and the exposure it reveals.
A shadow-AI register — risk-rated, and read as a demand signal, not just a breach.
A quantified opportunity register — each item with saving, effort and owner.
A 7-dimension maturity score and a costed remediation plan.

Details What you can expect
How it works — We build the picture from three streams of evidence: consumption data (vendor/billing APIs, hyperscaler exports, M365 & Copilot telemetry); shadow-AI discovery (web-proxy, DNS and cloud-app data cross-checked against expense and procurement); and structured interviews scored against published criteria.

Who it's for All AI Stakeholders
CFO / Finance Director · Head of IT Asset Management · Head of Procurement · CIO · FinOps lead.

At a glance Deep & Evidence-led.
3–4 weeks
read-only billing, admin and discovery access
a single point of contact
This establishes where the money goes and what it would take to fix
AI agents can drive productivity, but they also create new questions around usage, ownership and cost control. Try BOB, a live IBM watsonx Orchestrate deployment with four specialist agents, and see how multi-agent AI works in practice before scaling it across your organisation.
The $500 million AI bill that was never an AI problem
Wasted software spend is still a real issue despite optimisation efforts. The thing is, it's not really the fault of your SAM or procurement teams. It's complicated. This blog explores the challenge and what organisations can do about it