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MigrateForce · AI Opportunity Atlas

Find AI use cases worth testing in your portfolio.

Compare reported results. Choose a workflow and prepare the questions and measures your team needs to assess it.

Explore workflows About the sources

Explore and download without an account.

Your four-agent team

  1. 01

    Consult

    Management discovery

    Carnot
  2. 02

    Assess

    AI due diligence

    Kelvin
  3. 03

    Plan

    Value creation planning

    Joule
  4. 04

    Execute

    Migration and integration

    Willis

01 / Explore

Choose a workflow.

3 examples · 3 sources
Sources reviewed 2026-10-20.

3 workflows shown

Customer support

Resolve routine customer requests

High contact volumes and fragmented systems make routine requests expensive to resolve.

Reported example · Ringg

OpenAI reports that Ringg agents resolve up to 65% of customer requests.

Vendor-reported · Not independently verified

Source and limits

An upper-bound vendor claim. Request mix, escalation costs, and quality must be tested for your company.

Customer service technology
Publisher: OpenAI
Published: 2026-09-23
Source reviewed: 2026-10-20

Read original source

Security

Reduce investigation handoffs

Analysts must gather context from multiple systems before they can review and act on a security case.

Reported example · Sophos

OpenAI reports a 96% reduction in investigation time at Sophos using its models.

Vendor-reported · Not independently verified

Source and limits

A vendor-published result from a specific security operation. It does not establish equivalent accuracy, costs, or speed elsewhere.

Cybersecurity
Publisher: OpenAI
Published: 2026-10-09
Source reviewed: 2026-10-20

Read original source

Marketing

Make retention offers more relevant

Customer signals are spread across billing, usage, and support, making timely offers difficult to prepare.

Reported example · Circles

OpenAI reports 22% higher average revenue per user in Singapore from AI-driven personalization at Circles.

Vendor-reported · Not independently verified

Source and limits

A market-specific vendor claim. Attribution, discounts, customer mix, and implementation costs limit transfer to another company.

Telecommunications
Publisher: OpenAI
Published: 2026-08-03
Source reviewed: 2026-10-20

Read original source

02 / Prepare your review

Prepare your brief.

Choose a workflow above to prepare a brief for Consult, Assess, Plan, and Execute.

About the sources

Reported results need company-specific review.

These examples come from OpenAI publications. The results are vendor-reported and have not been independently verified. They are not forecasts for your company.

  • Sources reviewed 2026-10-20. This catalog is updated manually.
  • Industry labels refer to the featured company. Check whether the workflow fits yours.
  • Use your own volumes, costs, and quality measures to model conservative, base, and aggressive scenarios.
  • The brief includes questions for Consult, Assess, Plan, and Execute. Each stage needs evidence from your company.