AI-Beta Company Scorer
Paste company names, resolve ambiguous matches, generate AI-Beta scores, review/edit in a grid, then export to Excel.
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Confirm Ambiguous Matches
Review Grid
You can edit scores/comments before downloading. AI-Beta recalculates automatically.
How to read scores: Functional/Digital use -1 to 0 (-1 = highly susceptible, 0 = not susceptible). Resilience uses 0 to 1 (0 = weak moat, 1 = strong moat). AI Infrastructure and AI Competitiveness use 0 to 1 (0 = no upside, 1 = high upside). AI-Beta is calculated as: (Functional + Digital) × (1 − Resilience) + AI Infrastructure + AI Competitiveness — companies with high susceptibility but a strong moat (Resilience = 1) have their downside reduced to zero.
Company Entity being scored. |
Functional Susceptibility How automatable core tasks are today. |
Digital Susceptibility How digitally exposed service delivery is. |
Resilience (Moat Risk) Strength of moat against AI disruption. |
AI Infrastructure Upside Revenue exposure to AI infrastructure build-out. |
AI Competitiveness Upside Potential AI-driven margin/revenue gains. |
AI-Beta Score Calculated total from the five dimensions. |
Comment One-sentence rationale for assigned scores. |
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Score Dialogue
Ask by typing or voice. Select a company row to discuss rationale and refine scores together.