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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.

Yellow Mint Blur gradient background
Yellow Mint Blur gradient background
Yellow Mint Blur gradient background

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

DUVO logo definition of done

Definition of done

Dispute submitted (or write‑off decision logged)

Evidence stored

ERP updated

DUVO logo definition of done

Definition of done

Dispute submitted (or write‑off decision logged)

Evidence stored

ERP updated

DUVO logo definition of done

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

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SOC 2 Type II
Certified

End-to-end encryption

ISO 27001 Certified

English
DUVO.ai Logo in .svg

Explore AI Summary

Perplexity
Gemini
Chat GPT
Grok
Claude

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

English
DUVO.ai Logo in .svg

Explore AI Summary

Perplexity
Gemini
Chat GPT
Grok
Claude

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

English
DUVO.ai Logo in .svg

Explore AI Summary

Perplexity
Gemini
Chat GPT
Grok
Claude

Copyrights © 2026. All rights reserved.

taskcrew Inc.

1111B S Governors Ave STE 28731 Dover, DE, 19904 US

Delaware C Corporation