Your rate library — smarter with every import.

A unified product catalog with supplier prices, brands, categories and normalized UOMs. Drop in an invoice or price sheet — Tier-0 supplier-code matching auto-creates products and prices.

Vision-based invoice import Brand canonicalization Per-unit normalized pricing A1-A3 carbon factors
12k+
Products in catalog
340+
Suppliers indexed
98%
Auto-match rate

Rates

Products, supplier prices, categories & UOMs

Products Suppliers Brands Categories

12,418 products · 340 suppliers · 96 categories

ProductUOMBrandkgCO₂ePrice
Gyproc WallBoard 12.5mm
PB-GYP-WB12 · Plasterboards
Gyproc 3.1 €3.30
70S50 Gypframe C-stud
FR-GYP-70S50 · Metal sections
nr Gyproc 0.32 €1.24
Isover Acoustic Roll 50mm
IN-ISO-AR50 · Insulation
Isover 1.8 €2.95
A206003 — Dense block 100mm
BL-DEN-100 · Blockwork
nr Roadstone 12.0 €1.95
Easi-Glide Coving 100mm
CV-EAS-100 · Finishes
m Gyproc 0.4 €2.40
Model v6

Product → ProductPrice → ProductSubcategory

A small, clean data model. One product can hold many supplier prices over time; one subcategory hangs many products. Brand and supplier are first-class objects, not strings.

1
Drop in a price sheet

Excel, PDF, or photo of a printed list. The vision pipeline OCRs & structures the rows.

2
Tier-0 matching

Supplier code hit? Product + price auto-create. Container pricing flags for one-tap review.

3
AI enrichment

Deferred batch jobs fill in dimensions, match_text, subcategory, and embeddings.

4
Library compounds

Every import sharpens search. Brand canonicalisation merges "Gyproc Plc" and "Gyproc" into one record.

Per-unit pricing

One supplier in cases, another in linear metres — normalised at the source.

Every ProductPrice stores the supplier's quoted UOM and the per-unit normalized price. The rate library always shows €/m, €/m², €/nr — no mental gymnastics, no spreadsheet conversions.

  • Coverage rates attach to each product — paint kg/m², adhesive g/m², insulation overlap.
  • Container pricing (pallet, case, box) reviewed in one tap; the per-unit price flows downstream.
  • Brand canonicalisation via AI — typos and supplier aliases collapse to one Product.
  • Carbon factor on the product — A1-A3 kgCO₂e per UOM, auto-linked from a Tier-1 seed library (MPA, CARES, BCSA, ÖKOBAUDAT 2024-I) or overridden by a manufacturer EPD.
Product · Plasterboards
Gyproc WallBoard 12.5mm
2400×1200 · 28 kg · A1 fire
0.385 kgCO₂e/kg · ÖKOBAUDAT 2024-I · manufacturer EPD
Library price
€3.30 /m²
Supplier prices · ProductPrice (5)
SupplierUOMList/m²
Heiton Buckleypallet€304.13€3.30
Chadwickssheet€9.85€3.42
Brooks Groupsheet€10.20€3.54
Imports

Vision-based invoice import that auto-creates the catalog

The Imports pipeline runs Tier-0 supplier-code matching first — if a code resolves, the product and price are created without review. Only container pricing or ambiguous rows need a human.

  • Deferred AI batch ops — dimensions, match_text, subcategory resolution and embeddings run async.
  • Carbon auto-link at import. Each new product is matched to an A1-A3 factor from the shipped seed library (MPA Fact Sheet 18, CARES UK, BCSA, ÖKOBAUDAT 2024-I) via embedding shortlist + AI picker at confidence ≥ 0.7. Manufacturer EPDs override generic factors. Source + version travel with the product.
  • Manufacturer systems cache — Gyproc/Knauf/British Gypsum system codes resolved against the KB.
  • Clause-aware chunking on spec docs (clause_ref, parent_section, csi_part) for retrieval.
PDF
Heiton_Pricelist_Q2-2026.pdf
412 line items · 2.4 MB
Import complete
Auto-created
387
94% · Tier-0 supplier-code hit
Needs review
25
Container pricing & ambiguous UOMs
Deferred jobs
Dimension extraction · 412/412
Subcategory resolution · 412/412
Embeddings · 286/412 · in progress
·Brand canonicalisation · queued
Why a library matters

A rate library that compounds

Always-current prices

Every supplier import refreshes the price history. Old prices stay queryable — never overwritten.

Vector search

Bill rows match products by semantic similarity. "100mm dense block" finds A206003 even without exact wording.

Tags & categories

Filter by trade, manufacturer system, fire rating, U-value. Power-user filters live where you need them.

Products carry their carbon factor

A1-A3 kgCO₂e per UOM lives on the product, auto-linked at import from a recognised seed library — MPA Fact Sheet 18 (UK cement), CARES UK avg (rebar), BCSA (structural steel), ÖKOBAUDAT 2024-I (concrete, plasterboard, mineral wool, timber, glass, blockwork). Manufacturer EPDs override; tenants can pin a custom factor. The citation — source + version + RICS data-quality tier — travels with the factor.

Bring your prices. We'll do the rest.

Drop in a price sheet, an invoice, or a photo of a printed list. The library does the parsing, matching and normalisation.

Start building Book a demo