The five-minute benchmark

Twelve questions. An honest read on where you stand.

Score your organization across strategy, governance, execution, data, and measurement, and receive a personalized executive brief by email within about 15 minutes. Built on the AIMM-360 framework.

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Complimentary benchmark. The full AIMM-360™ analysis is available on request.

12 Questions · 1–5 Scale

1 Not in place · 2 Early · 3 Partial · 4 Mostly established · 5 Mature

01 · Strategy & Prioritization

Our organization has a clearly defined AI strategy tied to measurable business outcomes.

02 · Strategy & Prioritization

We have identified high-value operational decisions where AI could improve speed, cost, quality, or revenue.

03 · Strategy & Prioritization

AI initiatives are prioritized based on business impact, risk, and operational feasibility.

04 · Governance & Oversight

We have governance policies for AI use, risk, compliance, and human oversight.

05 · Governance & Oversight

We can explain how and why important AI-assisted decisions are made.

06 · Data Readiness

Our data is sufficiently accessible, trusted, and governed to support AI-driven decisioning.

07 · Operating Model

We have clear ownership across business, technology, data, and risk functions for AI initiatives.

08 · Measurement & ROI

We can monitor AI performance, decision quality, and operational impact over time.

09 · Operationalization & Scale

We have moved beyond isolated pilots into repeatable AI-enabled workflows or decision systems.

10 · Operationalization & Scale

We are prepared to scale AI across departments while maintaining policy control and auditability.

11 · Governance & Oversight

We have defined which AI decisions require human review, escalation, or approval.

12 · Measurement & ROI

We can measure ROI or business value from AI-enabled operational improvements.