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AI agent for packaging engineers

Recycled Content Claim Substantiation Agent

Make sure every recycled content claim is supported and worded correctly.

ComplianceQuality controlOperations
See how it worksGet access
Recycled Content Claim Substantiation Agent: what goes in, what the agent does and what you get

What it does

A claim such as 40 percent recycled on a pack must be backed by paperwork, and many are not. This agent collects the supplier declarations and certificates for each material in the pack. It calculates recycled content per pack by weight, compares the result with the claim wording and the rules in the market, and flags claims that are not supported. It asks suppliers for missing evidence and rechecks the result. The engineer approves the final wording. Edge case: a claim of recycled plastic that counts the lid, which has none, is recalculated on the whole pack.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueYes, continueApprovedNoNo 1 STARTS WHEN A claim is proposed or evidence changes 2 USES A TOOL Read the pack's bill of materials and weights 3 USES A TOOL Collect supplier declarations and certificates 4 DOES Calculate recycled content per pack by weight 5 CHECKS THE RESULT Does the calculated content support the claimwording? If not: Lower the claim or request more evidence. Backto step 3. 6 DOES Compare the wording with market rules 7 CHECKS THE RESULT Are all certificates current and covering the lotperiod? If not: Ask the supplier for updated certificates. Backto step 3. 8 YOU APPROVE Engineer approves the final wording 9 RESULT Claim file with evidence
Read the steps as a list
  1. A claim is proposed or evidence changes
  2. Read the pack's bill of materials and weights
  3. Collect supplier declarations and certificates
  4. Calculate recycled content per pack by weight
  5. Does the calculated content support the claim wording?If not: Lower the claim or request more evidence. Back to step 3.
  6. Compare the wording with market rules
  7. Are all certificates current and covering the lot period?If not: Ask the supplier for updated certificates. Back to step 3.
  8. Engineer approves the final wordingThe agent waits here for your OK.
  9. Claim file with evidence

How it decides

It claims only what the documents support, calculated on the whole pack by weight.

  • Calculate on the whole pack weight
  • Count only documented recycled material
  • Use the wording rules for the sale market
  • Refresh evidence yearly

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Markets and rules
  • Certificate refresh (default 12 months)
  • Calculation basis
  • Claim wording templates

What keeps you in control

It always asks you first

  • Engineer approves the claim wording

Hard limits

  • Never approve a claim without evidence
  • Never use outdated certificates

It stops when

  • Done: the claim is supported and approved
  • Stop: evidence cannot be obtained and the claim is dropped

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensA bottle is labelled 50 percent recycled. The supplier declares 100 percent recycled resin for the body at 21 grams, but the cap is virgin at 4 grams. That gives 84 percent for the bottle but the label covers the pack, with a 10 gram sleeve at 0 percent, so 60 percent. The claim is revised and approved.

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