Your sustainability lead is buried — and the regulator has noticed.
LCA spreadsheets, supplier PDFs, certificate emails, consultant decks — none of it adds up to a single defensible source of truth.
The data exists. The evidence exists. CSRD is in 18 months. ESPR in 24. AGEC is already live. The Green Claims Directive will unwind every loose marketing line on the site. Meanwhile your sustainability lead is one person, sometimes 1.5, and the team is treating sustainability as a reporting cost centre rather than an operating discipline. The C-suite asks for a number; the team needs three weeks to produce one.
Five places sustainability loses its evidence trail.
Three things you do not get from an LCA partner alone.
- Per-BOM impact scoring
- Claims library with evidence linkage
- DPP per SKU with GS1 QR
- CSRD / ESRS narrative assembly
- 8 EU regulations covered
- PEF + Higg methodologies
- ZDHC + GOTS evidence trails
- EUDR cotton + rubber traceability
- EU disclosure stack covered
- China entry regulatory map
- GCC + GACC evidence packs
- Refresh every clause change
Five regulations gate fashion. The agent tracks every one.
One Digital Product Passport per SKU, ESPR-ready.
Five steps, one workflow.
Four weeks. Four phases. Operating.
Audit the sustainability operating model.
Map your current LCA tools, supplier data flow, claim approval process, regulatory load, disclosure cadence. Identify the 3–5 places where agentic AI removes manual work and adds defensibility.
- Operating-model map signed off
- Top 3–5 agentic intervention points
- BOM + supplier + cert library mapped
- Brand-context dossier loaded into the agent
Architect the agentic sustainability workflow.
Run the agent in working sessions — impact scoring per BOM, claim drafting + evidence linking, DPP generation, disclosure assembly. Your sustainability lead edits in the room.
- Per-BOM impact scoring on a sample line
- Claim library v1 with evidence linkage
- DPP template per category
- CSRD / ESRS data-point map
Ship it inside McLeuker AI.
Pre-load the platform with your BOMs, suppliers, certifications, and prior LCA work. Your team starts operating from a working sustainability workspace — not a clean install.
- Workspace handed over with logins
- Full BOM + supplier ingest complete
- Claims library reviewed and live
- DPP pages live on first SKU set
Run the first disclosure / audit cycle.
First eco-design review, first claim approval, first DPP batch, first ESRS data pull — all through the agent. Then move to the retained monthly cadence.
- First eco-design review run live
- First DPP batch shipped to print
- CSRD data pull rehearsal completed
- Retained monthly cadence agreed
Eight working surfaces for the sustainability function.
From cost centre to operating discipline.
What changes from day 30.
Common questions.
Do you replace our existing LCA partner?+
No. We integrate. Your existing LCA datasets and assurance partners stay in place. The agentic workflow sits on top — refreshing scores per garment and assembling the disclosure narrative — so the manual reconciliation goes away.
Is the 30-day ship really realistic for sustainability?+
Yes — for the workflow ship and the first disclosure rehearsal. Diagnose · Design · Deploy · Operate is one week each, with your sustainability lead in the room editing as the agent generates. After day 30 we move to a retained monthly cadence which is when the workflow earns its keep through CSRD, ESPR, and audit cycles.
What happens when a regulation moves?+
Our Regulation Watch monitors EUR-Lex, JOFR, and major APAC regulators continuously. When a clause changes, the platform re-evaluates your catalogue and the McLeuker partner team walks your team through the implications in the next monthly working session.
Does this cover Eco-Design and DPP, or are those separate?+
They are inside this engagement. Eco-Design lives in the design-review workflow; DPP is generated as a by-product of the eco-design + supplier + claims work. Two separate practice pages exist as deep reads, but the work happens inside the same Sustainability engagement.
How do you handle audit?+
Every score, claim, and DPP record carries source-linked provenance — cert ID, audit date, methodology version. The auditor pack is one click. We also coordinate with your assurance provider during audit if needed, included in the retained cadence.
One company. Two front doors.
We are not advisers who read about agentic AI. We designed, built and operate McLeuker AI - a multi-agent platform running in production for fashion brands. That is where the consulting comes from: every recommendation is something we have already had to make work.
McLeuker
LLM and agentic AI expertise for fashion. We diagnose where agents belong in your operation, design the workflow, and install it alongside your team.
mcleuker.com
McLeuker AI
The agentic AI platform we built and run for fashion brands. Your engagement ships onto it, loaded with your brand context.
mcleukerai.com
Make sustainability the operating discipline of your brand.
30-minute call: we walk through your current sustainability operating model and identify the 2–3 workflows where an agentic engagement would change the economics first.