Sector
Procurement and sourcing
Autonomous tender and specification analysis in the supply chain
The customer quotes and brand details below are representative content, prepared to show the structure of the template.
The challenge
Comparing technical specifications, bid files and price lists from hundreds of suppliers by hand took weeks and was open to human error.
Our approach and integration
On LangGraph we built a multi-agent architecture of specialists. A collector, a specification auditor and a price analyst were joined in a cyclical workflow where each checks the others' output and corrects it.
Results and impact
A two-week tender evaluation and specification review now takes 25 minutes.
Procurement operating costs fell by 75%.
The risk of missing a specification or picking the wrong supplier went to zero.
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