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How Do You Trust AI When Every Answer is Different

  By Ty Heim, AI Engineer at Treasury4    Every time I ask AI a question, the answer is different.  This is a universal frustration, and I see treasury teams hit it constantly. You ask for yesterday’s consolidated cash position across three entities and get a clean summary. Ask the same question the next morning, phrased slightly…

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A Treasurer’s Guide to MCP Servers and What They Mean for Your Data

By Ty Heim, AI Engineer at Treasury4   AI feels like a black box to most people. It shouldn’t. If you’re a treasurer, you already know everything you need to understand what Model Context Protocol is, how MCP servers work, and how Treasury4 keeps your data safe. Think about SWIFT. Before it, every bank had…

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Fund Ops is Cash Ops

Fund Ops Is Cash Ops

  By Ed Barrie, Found and Chief Product Officer at Treasury4 There’s a phrase I keep coming back to when I talk to fund administrators and fund operations teams: fund ops is cash ops.  It sounds obvious. But I don’t think the industry has fully reckoned with what it means — or what it costs when the infrastructure doesn’t match the…

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How treasury Teams Should Think About Data Analysis

How Treasury Teams Should Think About AI for Data Analysis

By Cooper Strout, Lead Data Architect at Treasury4 For as long as treasury has existed, the workflow has moved in one direction. Analysts gather data, organize it, and send it up the chain so that somebody more senior can try to figure out what it means. AI is about to collapse that entire sequence. The…

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How Advanced Cash Reporting Powers Smarter Treasury Decisions

Treasury teams are under more pressure than ever to deliver real-time insights to leadership without adding headcount or leaning on overburdened IT departments. In a recent webinar, Treasury 4’s Chief Product Officer Ed Barrie sat down with Chris Blow of Twilio and VP of Customer Success Randy DeVita to explore how modern data analytics is…

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How Treasury Teams Are Advancing Forecasting  and Automation

On-Demand Webinar Every CFO asks the same question: “What’s our cash?” Yet forecasting and reporting are some of the biggest challenges for treasury teams. Manual processes, scattered data, and slow reporting can make it hard to get a clear picture of cash and provide leadership with timely insights. Mehul Rupani, Director of Treasury at OneTrust, joins…

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Ten Treasury Shifts That Change Boardroom Conversations for CFOs

CFOs in the boardroom are not just presenting numbers. They are expected to explain how the company will fund growth, manage shocks, and keep investors confident. That is where treasury comes in. It is no longer only a support function. It is the bridge between capital markets, working capital, and enterprise risk. The best CFOs…

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The Cost Center vs. Strategic Treasury Playbook

Treasury does more than most people realize You’re managing liquidity, keeping the business compliant, supporting audits, and helping reduce risk across borders. But when the work is buried in spreadsheets—or stuck between teams—it’s easy for treasury to be seen as tactical. This guide is for teams ready to change that narrative. Treasury4 The Cost Center…

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