(a) Small suppliers are being forced by enterprise clients to provide complex ESG and carbon emissions data they don't track. (b) SMBs pay consultants or use enterprise tools like Watershed (thousands of dollars). (c) An agent can autonomously extract energy usage and emissions data directly from uploaded utility bills and purchase orders. (d) It is BETTER than manual entry into Persefoni or Watershed because it uses vision models to read messy, non-standard local utility bills without human mapping. (e) It is EASIER because it eliminates the friction of manual data entry into complex carbon accounting grids; the user just dumps PDFs into a folder.
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