Cash Flow Management

Use AI to forecast and automate cash flow for improved liquidity and financial control.

Business impact

• Cash flow — AI improves visibility and timing of cash inflows and outflows for better liquidity
• Working capital — Optimizes payables and receivables timing to free up operational capital
• Revenue growth — Ensures funds availability to support growth initiatives and operational continuity
• Operational efficiency — Automates manual cash flow tasks, reducing errors and processing time

Data requirements

• Sales and transaction data (Numeric) — Used to predict cash inflows and adjust financing dynamically
• Invoice and payment records (Structured) — Provide historical payment patterns for forecasting and anomaly detection
• Financial statements (Structured) — Offer comprehensive view of liabilities and assets for cash flow analysis
• Customer communication logs (Text) — Enable AI-generated reminders and support for payment collections

AI methods and techniques

• Predictive AI — Forecasts future cash flow trends and payment timings based on historical data
• Agentic AI — Automates workflows and interacts with users to manage cash flow tasks proactively
• Generative AI — Creates personalized payment reminders and financial insights for users

AI models and model families

GPT-4, Claude, Custom narrow ML models

Industries

Real-world evidence

6 documented case studies on record.

Companies using this: Giltner Logistics, Intra Bio, Intuit, PMSI, Pennylane, eBay.