Why this assessment exists

Enterprise AI spend has grown 5–10x since 2023 with very limited benchmark visibility. Without peer benchmarks by sector and headcount, both over- and under-investment are common — and most procurement teams cannot defend the current spend at exec level.

This assessment maps your AI spend posture against patterns from 60+ enterprise benchmarks across 2024–2026.

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Question 1 of 8

Do you know your total annual GenAI spend (subscriptions, API, copilots, custom builds)?

Total visibility is the foundation. Many enterprises have shadow AI spend across business units that erodes leverage.

Question 2 of 8

Is per-user GenAI spend benchmarked against peers in your sector?

Per-user spend varies 3–5x by sector and use case. Sector-specific benchmarks define the floor and ceiling.

Question 3 of 8

Is per-use-case spend tracked (coding, sales, knowledge work, support)?

Per-use-case spend reveals where ROI is concentrated and where it is not. Critical for portfolio decisions.

Question 4 of 8

Is model mix optimised across providers and tiers (frontier vs commodity)?

Frontier-model spend on commodity tasks is the largest single waste pattern. Mix discipline cuts spend 30–50%.

Question 5 of 8

Is copilot (Microsoft 365 / Google / GitHub) adoption tracked and optimised?

Copilot licences are 20–40% of AI spend. Adoption tracking exposes shelfware and reallocation opportunities.

Question 6 of 8

Is AI spend growth rate vs business value tracked?

Spend often grows faster than measurable value. Tracking the gap is the discipline that triggers governance.

Question 7 of 8

Is value attributed to business outcomes (productivity, revenue, cost reduction)?

Value attribution is the discipline that justifies AI spend. Without it, every renewal is exposed.

Question 8 of 8

Is there a benchmark cadence (annual or sector-aligned) for the AI spend portfolio?

AI economics shift quarterly. A benchmark cadence keeps the portfolio honest.

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What happens next

When you click View your results, we'll ask for your name, work email, and company. We only accept corporate email addresses — no Gmail, Outlook.com, or other free providers — because this report is written for enterprise buyers and we use the domain to tailor the recommendations. Your email is never sold, shared, or used for anything other than delivering your report and (if you opt in) related GenAI research.

Once you submit, you'll be redirected to a personalised report showing your overall score, risk band, the specific findings for each question where you scored 2 or higher, and the three most important actions to take before you sit down with GenAI.

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