Business Cash Flow Risk Reasoning Engine

The problem

Standard financial tools often focus on static ratios like revenue and profit, which fail to capture the real-world complexity of cash-flow timing and structural dependencies. Decision-makers often lack a clear way to distinguish between temporary symptoms and deep-seated financial risks before a crisis hits.

What it does

• Analyzes cash-flow and net-resource movements using time-aware reasoning instead of simple accounting balances.
• Evaluates shock resilience by testing the business against specific scenarios like client loss or supply chain disruptions.
• Assesses critical dependency safety across customers, suppliers, and personnel to identify single points of failure.
• Determines an overall Safety State (Safe, Watch, Vulnerable, or Critical) based on liquidity, resilience, and generative capacity.
• Generates a 14-section diagnostic report and an interactive risk dashboard with evidence-traceable action plans.

Why this beats prompting it yourself

This skill uses a custom mathematical skeleton that enforces evidence-only analysis, preventing the AI from fabricating numbers or ignoring data gaps. It applies a specific reasoning framework that treats financial safety as multidimensional, ensuring dependencies and future capacity are weighted as heavily as immediate cash.

Use cases

• Stress-testing a mid-size business against the loss of a major anchor client.
• Determining the optimal growth boundary to ensure expansion doesn't breach safety limits.
• Diagnosing the root cause of persistent liquidity issues in a services firm or manufacturer.
• Creating an evidence-based risk report for stakeholders using bank statements and receivables aging.

Known limitations

Does not provide generic investment, legal, or tax advice. Requires user-defined thresholds for precise pass/fail metrics, otherwise defaults to qualitative assessment.