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Updates, insights, and thinking from the team.

Why AI Agents Struggle With Forms

Your AI agent can reason, plan, and write code. Ask it to fill out a W-9 and it falls apart. Not because the model is incapable, but because the document is. But the agent is not t…

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Why Forms Break

The world runs on forms. Insurance runs on ACORD forms. Lending runs on MISMO data, disclosures, and prescribed packets. Tax and payroll run on IRS forms. Immigration runs on gover…