Positioning Statement: Industrial Experience + Sustainability Intelligence for Circular Denim Coalitions
Denim Deal's main scaling challenge is not ecosystem commitment—it is the friction of raw supplier data execution.
Circularity tracking currently relies on static sheets and self-declared questionnaires. When transaction certificates, dye recipes, or allocation records are disconnected, claims cannot survive regulatory audits.
Spinning mills struggle to map POCR (Post-Consumer Recycled) cotton bales into specific yarn lot numbers. Without tracing the lot transform boundary, downstream integrity is broken.
Sustainability teams spend hundreds of hours chasing suppliers for transaction receipts, lab test records, and allocation logs, creating massive friction at the point of brand compliance audits.
We map, validate, and bridge transactional data points across every transformation boundary of the circular supply chain.
POCR cotton bale IDs, certification mapping, input weights.
Lot: FIB-POCR-01Recycled bale allocation, warp/weft spinning lot tracking.
Lot: YRN-RNG-10Construction specs, Indigo chemical recipes, weaving/dyeing energy.
Lot: FAB-DEN-PCRSewing lot mapping, wash/finishing resource measurements.
Lot: CMT-STR-2026LCA/PEF-ready raw data and structured Digital Product Passports.
Audit-Ready DPPTranslating raw mill floor evidence into brand compliance, PEF readiness, and consumer audit proof.
Proves that post-consumer recycled cotton physically flows through specific yarn and fabric batches, rather than just appearing on paper ledger entries.
Compiles structured transaction certificates, chemical lists, and allocation logs into a standardized dossier, protecting brands against greenwashing liability.
Provides verified, supplier-specific activity datasets ready for Product Environmental Footprint calculations—replacing generic assumptions with actual factory metrics.
Structures existing output exports (ERP logs, Excel, PDFs) from spinneries and mills. We do not demand new software installations on the factory floor.
Demonstrating data validation capability on a single, concrete circular product configuration.
Select a single target denim product configuration (e.g., 11.5 oz PCR Stretch Denim) involving a specific recycler, spinnery, weaving mill, and laundry partner.
Bridge and map lot IDs across the transformation boundaries (Fibre lot → Yarn lot → Fabric lot → Garment lot), tracking transaction records and recipe inputs.
Ingest raw documents, run them through automated normalization, and generate a secure Digital Product Passport (DPP) supported by a structured Evidence Register.
Four specialized layers built to ingest, validate, and review raw supplier data.
Standardizes raw data imports (Excel, CSV, ERP feeds) from recycling, spinning, weaving, and finishing partners.
Converts heterogeneous supplier records into standardized data schemas based on textile guidelines.
Binds transaction certificates, recipes, and lab test sheets to specific production lot numbers.
Outputs pre-formatted activity logs for LCA/PEF calculation and structured DPP previews.
Our SaaS platform is built to support, not replace, existing actors in the circular denim ecosystem.
We provide the data layer for circular coalitions (like Denim Deal) to verify claims. We do not issue certificates; we format the data so certifiers can work faster.
Auditors receive pre-structured, audit-ready evidence folders, drastically reducing verification time, administrative errors, and compliance costs.
A light-touch cloud software architecture that links data across facilities without asking mills to change their existing ERP platforms or databases.
Starting a focused pilot validation sprint with Denim Deal partners.
Select one brand partner, one recycling mill, and one spinning/weaving facility from the coalition.
Compile a single lot's transactional files: transaction certs, dye sheets, and water/energy receipts.
Run the data through the Normalization Studio to generate a live, audit-ready DPP and Evidence Register preview.