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EnergyNaturgy
Agentic ingestion and triage for photovoltaic inspection reports
4×
Faster triage
1,200+
PDFs / week
93%
Extraction accuracy
0 → 1
Single audit trail
/ 01 Challenge
Challenge
Inspection teams were receiving heterogeneous photovoltaic reports: PDFs, embedded images, handwritten notes, and inconsistent templates. Triage was manual, slow, and hard to audit.
/ 02 Approach
Approach
We built an agentic pipeline that ingests PDFs and images, classifies document types, extracts structured fields, flags anomalies, and routes edge cases to human review with full provenance.
/ 03 Results
Results
Teams moved from inbox-driven triage to a structured queue with deterministic routing, traceable evidence, and automated summaries ready for downstream systems.
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We stopped reading PDFs and started operating a queue. That shift changed everything.