01 INGEST

Drop in what you have

Excel bills of quantities, PDF specs, DXF/DWG drawings. We read your existing format — no re-keying, no template lock-in.

  • Excel: any layout, any column order, headers detected automatically
  • PDF: text-extraction first, OCR (PaddleOCR) for scans
  • DWG/DXF: block detection via YOLOv11 — we count luminaires, sockets, equipment from the drawing itself
02 MATCH

AI matches against your history

Our model — fine-tuned on your past bids — assigns codes, compositions, and labour coefficients. Multilingual (EN/PT/ES/FR) so item descriptions in any language map to the right historical code.

  • Vector search across hundreds of thousands of historical lines (ChromaDB)
  • Semantic embeddings with multilingual sentence-transformers (768-d, mpnet)
  • Local LLM (Ollama qwen3) for structured extraction — your data never leaves the perimeter
  • A 300-line BoQ moves from upload to validated draft in minutes, not days
03 VALIDATE

You stay in control

Review, adjust, and ship. Every AI suggestion shows its sources — which historical line it matched, which drawing block it counted, why this price. No black box. Your expertise refines the model for next time.

  • Inline diff: AI draft vs your edits
  • Provenance tracking: every number has a "why"
  • Export back to Excel, PDF, or your ERP (PHC integration available)
  • Your edits feed back into the model — gets sharper with every closed bid

See it on your own bid.

Founding customers get the first 3 projects free. EU-hosted, GDPR-clean, no credit card.

Free for the first 3 projects. No credit card required.

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