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AI Agents & Automation Lab

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The Robot Can Run the Workflow. It Shouldn’t Run the Brokerage.

AI for business loan brokers showing automation workflows, human oversight, lender matching, and compliance risks.

AI can absolutely make a business loan broker faster.


Lead intake. CRM updates. Follow-up. Missing docs. Deal summaries. Pipeline visibility.


That’s the easy part.


The harder question is where the machine needs to stop.


Because once AI starts making funding recommendations, explaining pricing, touching sensitive borrower data, or speaking like it has underwriting authority…


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AI Can’t Make Insurance Pay Faster. It Can Make the Delay Less Painful.


Insurance reimbursements move on their own clock.


Payroll, rent, vendors, equipment payments and everything else do not.


That timing gap is where otherwise healthy medical practices can get punched in the cash flow.


I just published a new breakdown on how medical practices can use AI to:


• Forecast payer-specific collection timing


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13 MCP Servers That Could Change How AI Works in Finance

Best MCP servers for finance in 2026 connecting AI with banking, lending, business credit, payments and financial data.

AI agents are getting dangerously close to the money.


Not just answering questions about finance — actually connecting to banking, lending, credit intelligence, accounting, payments, treasury and live financial data.


The infrastructure making that possible is MCP.


I broke down 13 finance MCP servers worth knowing in 2026, including:


🏦 Mercury → business banking


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AI = Your “Fractional CFO”: Smarter Forecasts & Cash Flow Without the $150K Salary


Most small business owners don’t need more spreadsheets — they need better decisions. The problem is CFO-level planning usually costs $150K+ (or a pricey fractional retainer).


This article breaks down how AI financial tools can deliver CFO-type support (forecasting, cash flow insights, scenario planning, budgeting) for a small monthly cost — and how to start using it without overhauling your whole accounting setup.



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