risk-assessment

To generate a risk assessment profile, parse GROUND-TRUTH.json, FINANCIALS.json, and STRATEGY.json to identify and evaluate risks across market, financial, operational, regulatory, and competitive categories. This produces a RISK-ASSESSMENT.json with quantified probabilities and impacts.

Stress testing in risk management validates project resilience under adverse scenarios using standard prompts. You need it during planning to ensure contingencies hold, applying the framework to your strategy and financial data to validate resilience before execution.

Define kill criteria and contingency plans by evaluating quantified project risks against your strategy and financials. The risk assessment framework outputs specific thresholds and fallback actions in RISK-ASSESSMENT.json to enable rapid go/no-go decisions.

You can use this risk assessment framework if your project management data is structured as GROUND-TRUTH.json, FINANCIALS.json, and STRATEGY.json files. The framework parses these inputs directly from your project directory structure.

The best way to quantify probability and impact is to apply a structured risk assessment framework to financial and strategic inputs. This categorizes risks across market, operational, and regulatory domains, outputting a prioritized list with quantified metrics.

A limitation is that evaluating regulatory and competitive risks requires accurate GROUND-TRUTH.json and STRATEGY.json inputs. The framework relies on the quality of source data to categorize and quantify risks effectively for decision making.