Software development / QA In progress

Risk assessment of requirements

Requirements are assessed locally for business risk, failure probability and complexity — informing how intensively each requirement gets tested.

The challenge

Before a project starts, an extensive requirements document is on the table — but not every requirement carries the same risk. Without a structured assessment, test effort often gets spread evenly instead of by risk.

How the stack solves it

Dify assesses every requirement locally for business risk, failure probability and complexity, and the QA team reviews the assessment interactively in Open WebUI. A reviewer confirms the prioritization before test planning begins — the AI does the what, the human decides the how.

How the components work together

Requirements document extern
Dify · risk assessment
Local LLM
Open WebUI · review view
Reviewer sign-off
Risk-based test planning extern
Risk score Query

The result

Test effort flows specifically into the riskiest requirements instead of being spread evenly — the assessment itself runs entirely locally.

Something like this for your company?

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