What is an AI strategy, and why does it matter?
An AI strategy answers five questions an AI activity list cannot: where the organization is exposed to disruption, whether its defensibility survives AI, what peers are actually doing, which work AI can replace and what to prioritize first. For a full explanation, see the
AI strategy overview.
What does the disruption score actually mean?
The score (0-100) measures how much AI is likely to reshape an organization's business model, not how advanced AI adoption is. A higher score means AI bears more heavily on the business, creating both threats and opportunities. The score is calculated across eight weighted dimensions covering workforce replaceability, competitive displacement risk, digital exposure, market velocity, data stakes, switching costs, regulatory protection and brand strength. See the
full explanation of the AI Disruption Score.
How are peers identified?
Through live web search and a peer research pipeline. Mireto identifies organizations similar in size, industry and business model, then extracts signals of their AI adoption from current news, job postings and web content. Named organizations appear in the assessment, not generic "market players."
What do the confidence tags mean?
Every finding carries one of three tags: Evidenced (verified from public sources such as financial filings, websites or business registration records), Inferred (logically derived from available evidence) or Hypothesis (a reasoned assessment where direct evidence is unavailable). This transparency makes clear what is verified and what needs validation.
How are the scores calculated?
An AI model rates each of the eight dimensions against a written rubric with hard boundaries, and the AI Disruption Score is then a fixed weighted sum of those ratings. A rating above a given threshold requires specific evidence. For example, a workforce replaceability rating of 7 or more requires that more than half of the organization's roles are knowledge work AI can credibly perform. These boundaries prevent score inflation and ensure different organizations receive meaningfully different scores.
Can documents be uploaded to sharpen the analysis?
Yes. A partner firm can add financial reports, existing strategies, org charts or customer data to a client's file, and they feed that client's Snapshots and strategy work. Portfolio Assessment buyers also upload their own initiative documents directly. Either way, the analysis uses real numbers rather than estimates. Without documents, the assessment runs on the organization's public record. Documents a partner keeps in a client's file follow that firm's own retention setting. Text extracted from a one-off scan upload is cleared on a 90-day cycle.
Can results be shared with a team or board?
Yes. Every scan generates a shareable link. Recipients view results without signing up or creating an account. Share links last 30 days. AI Strategic Blueprint engagements include the Strategy Canvas, Transformation Roadmap and Executive Presentation, plus the cover letter, in the share view.