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AI ROI advisory

AI is an investment.Make it earn its place.

Find where AI creates real economic value. Build with cost and risk controls. Prove the return in the language of the CFO.

The ROAI method as rising returns: measure, prioritize, implement, governTHE ROAI METHODSPENDRETURN01 MEASURE02 PRIORITIZE03 IMPLEMENT04 GOVERNPERSPECTIVE INTO PERFORMANCEDaily AI briefingCommerzbank cut a 20-hour review to one hour with AI. Book the dollars, not the hours, before you copy itOctober 11, 2026

Research & insights

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Premium research / October 11, 2026

The Decision Layer: Stop Paying Frontier Prices for Yes-or-No Answers

A new class of AI model answers a question with a typed decision instead of prose, at four cents per million tokens. The playbook for heads of AI platform, workflow owners and finance: find the decisions hiding in your AI workflows, rewrite them as questions a decision model can answer, test them in two weeks, route by confidence, and decide when a new vendor is worth adding.

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The ROAI Method

Every stage. A better decision.

See the full method
  1. 01

    Measure

    Establish what AI is costing and returning today.

  2. 02

    Prioritize

    Choose the workflows worth the investment.

  3. 03

    Implement

    Build with cost and risk controls from the start.

  4. 04

    Govern

    Keep the deployment measured, controlled, and accountable.

Independent judgment

We will tell you where AI should not be used.

Some workflows cost more to get wrong than they are worth to automate. Naming them is part of the work, before you spend the budget finding out.

The standards we hold ourselves to

Know what your AI spend is actually returning.