AI Risk Calculator

Will AI replace my SaaS?

Estimate how exposed your product is to general-purpose AI substitution. Get a 0–100 risk score, the drivers behind it, and concrete recommendations.

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Product

This alone predicts 50%+ of the risk — a copywriting tool and a database platform live in completely different threat universes.

Workflow & product complexity3/5 — Multi-step product

Platforms with deep integrations and multi-step orchestration are hardest to unbundle.

Data moat3/5 — Some unique data

AI can replicate logic easily, but not unique datasets that compound over time.

How deeply embedded is the tool in the customer's stack — API connections, data dependencies, integration count.

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Target customers

Enterprise has procurement, contracts and switching costs; SMBs can swap over a weekend. Regulated domains slow displacement — AI needs certification and auditability.

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AI posture

Own AI integration level2/5 — Basic copilots

Is the product already embedding AI? Companies that adopt fast can ride the wave instead of being drowned by it.

A "wrapper" is a thin UI on top of a foundation model. Vendors shipping the same feature natively makes wrappers especially vulnerable.

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Your AI risk score appears here

Describe your product on the left and hit Calculate AI risk for a 0–100 score, drivers and recommendations.