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CPG
CPG
CPG
Deductions and short‑pay recovery
Recover cash at scale instead of writing off deductions. Duvo automates the proof process to reclaim profit from invalid short-pays - even the long tail.
Recover cash at scale instead of writing off deductions. Duvo automates the proof process to reclaim profit from invalid short-pays - even the long tail.

Best for:
Accounts Receivable
Commercial Finance
Shared Services
Outcome
Recover cash at scale instead of writing off “small” deductions because nobody has time to find the proof.
Case type (unit of work)
Deduction Dispute Case = 1 deduction packaged + submitted (or write‑off decision logged) + outcome tracked, with evidence stored.
What DUVO delivers
DUVO finds the proof, builds the dispute pack, submits it, and tracks it to closure - so the long tail gets worked consistently.

Best for:
Accounts Receivable
Commercial Finance
Shared Services
Outcome
Recover cash at scale instead of writing off “small” deductions because nobody has time to find the proof.
Case type (unit of work)
Deduction Dispute Case = 1 deduction packaged + submitted (or write‑off decision logged) + outcome tracked, with evidence stored.
What DUVO delivers
DUVO finds the proof, builds the dispute pack, submits it, and tracks it to closure - so the long tail gets worked consistently.

Best for:
Accounts Receivable
Commercial Finance
Shared Services
Outcome
Recover cash at scale instead of writing off “small” deductions because nobody has time to find the proof.
Case type (unit of work)
Deduction Dispute Case = 1 deduction packaged + submitted (or write‑off decision logged) + outcome tracked, with evidence stored.
What DUVO delivers
DUVO finds the proof, builds the dispute pack, submits it, and tracks it to closure - so the long tail gets worked consistently.
Solution
Solution
Solution
What DUVO executes (end‑to‑end)
What DUVO executes (end‑to‑end)
01
Ingests deductions (ERP, remittance advice, retailer portals)
02
Pulls invoice, delivery, and contract context
03
Retrieves proof (PODs, carrier docs, execution evidence)
04
Validates quantities/terms and classifies valid vs invalidOOS alerts + sales velocity by SKU/location
05
Generates and submits dispute pack (forms + evidence)
06
Tracks status until closure and writes back to ERP

Definition of done
Dispute submitted (or write‑off decision logged)
Evidence stored
ERP updated

Definition of done
Dispute submitted (or write‑off decision logged)
Evidence stored
ERP updated

Definition of done
Dispute submitted (or write‑off decision logged)
Evidence stored
ERP updated
Typical results we see
Our Solution
Our Solution
Recovery uplift:
+30–45% vs baseline (because the long tail gets worked)
Total cash recovered:
~$0.9M in 8 weeks (mid‑size region)
Manual effort removed:
~70–90% of document retrieval and pack building
Forwardable proof pack example
Forwardable proof pack example
Forwardable proof pack example
Deductions processed by type and value band (including long tail)
Win/loss rates and reasons
Cash recovered / prevented write‑offs
Audit trail per dispute (what was pulled, what was sent)
Explore other outcomes
Explore other outcomes
Explore other outcomes
Trade spend and co‑op claim automation
Prevent trade spend leakage and process claims faster. Duvo matches every claim to its agreement to stop overpayments and ensure audit-ready accuracy.
Best for:
Trade Marketing
Commercial Finance
Pricing
Trade spend and co‑op claim automation
Prevent trade spend leakage and process claims faster. Duvo matches every claim to its agreement to stop overpayments and ensure audit-ready accuracy.
Trade Marketing
Commercial Finance
Pricing
Trade spend and co‑op claim automation
Prevent trade spend leakage and process claims faster. Duvo matches every claim to its agreement to stop overpayments and ensure audit-ready accuracy.
Best for:
Trade Marketing
Commercial Finance
Pricing
OTIF fines defence + service exception closure
Reduce the revenue lost to OTIF fines. Duvo automatically disputes invalid charges with real logistics data while fixing the root causes of repeat failures.
Best for:
Customer Supply Chain
Logistics
Customer Directors
OTIF fines defence + service exception closure
Reduce the revenue lost to OTIF fines. Duvo automatically disputes invalid charges with real logistics data while fixing the root causes of repeat failures.
Customer Supply Chain
Logistics
Customer Directors
OTIF fines defence + service exception closure
Reduce the revenue lost to OTIF fines. Duvo automatically disputes invalid charges with real logistics data while fixing the root causes of repeat failures.
Best for:
Customer Supply Chain
Logistics
Customer Directors
End-to-end automation for modern retail & CPG.
Got any questions? Contact us.
friends@duvo.ai
Copied!
SOC 2 Type II
Certified
End-to-end encryption
ISO 27001 Certified
Copyrights © 2026. All rights reserved.
taskcrew Inc.
1111B S Governors Ave STE 28731 Dover, DE, 19904 US
Delaware C Corporation
SOC 2 Type II
Certified
End-to-end encryption
ISO 27001 Certified
Copyrights © 2026. All rights reserved.
taskcrew Inc.
1111B S Governors Ave STE 28731 Dover, DE, 19904 US
Delaware C Corporation
End-to-end automation for modern retail.
Got any questions? Contact us.
friends@duvo.ai
Copied!
End-to-end automation for modern retail & CPG.
Got any questions? Contact us.
friends@duvo.ai
Copied!
SOC 2 Type II
Certified
End-to-end encryption
ISO 27001 Certified
Copyrights © 2026. All rights reserved.
taskcrew Inc.
1111B S Governors Ave STE 28731 Dover, DE, 19904 US
Delaware C Corporation