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Research

Research notes

We publish what we measure about ERP Agent: how often it picks the right product from customers’ own words, how long it takes per request and how both change from version to version. Each note explains what we measured and how, so you can judge the numbers yourself.

All research notes

Product matching on the hardest lines in customer requests Our internal benchmark: on the same base model, the October 2026 version of ERP Agent makes 82% fewer errors than March and takes 71 s per request.

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Your requests and product catalogue
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A clear scope for the next step

Lauri Pelkonen

Lauri Pelkonen

Founder & CEO

Book a 30-minute call Request a demo by email

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lauri@erp-agent.com