Counsel: Honest AI CFO
Counsel is an AI-powered financial advisor designed specifically for small and medium businesses, often described as an 'honest AI CFO.' It aims to provide the analytical depth of a full C-suite without the cost of hiring a finance department. The platform connects to a business's financial data sources, merges them into a single ledger, and runs statistical engines on-device to produce insights. Unlike traditional AI copilots that output narrative summaries, Counsel emphasizes 'receipts'—every claim it makes is accompanied by the method used, the confidence level, the data range, and the completeness of the source data. This transparency ensures that the analysis is auditable and trustworthy, reducing the risk of blindly following an AI's recommendation. The tool incorporates a variety of statistical techniques, such as survival analysis for customer churn detection, elasticity modeling for pricing optimization, and 13-week cash flow simulations to determine safe owner draws. It flags structural breaks in revenue trends with p-values, provides confidence bands for forecasts, and even refuses to generate a number when the math cannot support it. All processing happens on the user's device, which means financial data never leaves their control—the platform works in airplane mode. This privacy-first approach is particularly appealing to small business owners who are sensitive about sharing their books. Counsel is positioned as a complement to existing financial tools like QuickBooks, Xero, Square, Shopify, Toast, Tableau, Power BI, NetSuite, SAP, and human fractional CFOs. It acknowledges the strengths of each but fills a unique gap: the role of an always-available, auditable advisor. The product is currently free and offers a live demo, making it accessible for owners to test with their own data. By combining rigorous statistical analysis with a focus on honesty and transparency, Counsel seeks to bring enterprise-grade financial intelligence to the businesses that ty
- Category
- Database
- Pricing
- Free
Problem solved
Small business owners rarely have access to a financial analyst or CFO, leaving them to make critical decisions from incomplete or misleading information. Counsel solves this by delivering the analytical capabilities of a CFO in a pocket-sized, affordable app. It provides clear, actionable insights backed by statistical evidence, so owners can understand not just what happened, but why it happened and what to do next—without having to interpret complex spreadsheets or pay for expensive consultants.
Use cases
- Monitor daily revenue and detect anomalies with statistical significance
- Analyze customer churn using survival analysis to identify at-risk customers
- Evaluate pricing changes with elasticity modeling and project margin impact
- Run 13-week cash flow simulations to determine safe owner draw
- Receive a daily digest of key financial metrics with confidence labels
- Merge data from multiple payment and accounting platforms into one ledger
- Forecast revenue ranges with confidence bands instead of single-point guesses
- Track operational changes and identify structural breaks in business trends
Audience
- Business Users
- Startups
Pros
- Every claim includes a statistical receipt with method and confidence
- On-device processing ensures financial data privacy
- Free to use with a live demo
- Accessible to non-financial small business owners
- Refuses to fabricate numbers when the math can't support a claim
Cons
- Requires connecting financial data sources to be effective
- Limited integration ecosystem compared to established accounting tools
- Not a substitute for professional financial or legal advice
- Early-stage project with limited track record
- Focus on small businesses may not address complex enterprise needs
Official website: https://counsel-site.pages.dev/
Canonical LambdaBase page: https://www.lambdabase.com/tools/counsel-honest-ai-cfo