RiskTranslate

RiskTranslate is a web app (with optional mobile companion) that converts technical risk outputs—like Monte Carlo results, scenario tables, and KPI dashboards—into stakeholder-ready messages tailored to different audiences (execs, regulators, frontline ops). Users upload a spreadsheet or connect to BI exports, then choose a communication goal: approve budget, halt a release, comply with a standard, or brief the board. The app generates a one-page risk brief with clear assumptions, uncertainty ranges, what could change the decision, and recommended actions, plus a “confidence & caveats” section to prevent overclaiming. It also provides a versioned audit trail showing what data was used, what was inferred, and what was human-edited. This is a combination traditional + AI app: deterministic templates for structure and governance, AI for summarization, audience adaptation, and Q&A.