Solution
Trade Deduction Audits and Recovery

Chargeback and Deduction Recovery

Audit trade deductions and short pays across remittance, invoices, and claims. Extract messy documents, reconcile at scale, and drive recovery workflows with an audit trail.

Data protection
GDPR
Model training
No training
Certification
ISO 27001
Hosting
In the EU

01 Overview

Trade Deduction Audits and Recovery

Trade deductions that are audit-ready, not spreadsheet-driven

Trade deductions and chargebacks can represent a meaningful portion of AR effort and revenue leakage. The work is rarely just identifying a short pay. It is collecting remittance and supporting documents, understanding the deduction reason, validating it against agreements, and deciding whether to accept, dispute, or recover.

Cloudsquid turns that process into a structured workflow. It captures deduction evidence from emails, PDFs, scans, spreadsheets, and portal exports, converts it into tables, and reconciles it against invoices, payments, and claims so your team can move faster with more consistency.

From remittance to recoverable cases

Deductions are often scattered across remittance details, EDI, statements, and customer emails. Cloudsquid extracts the relevant fields, links them to open invoices and customer payments, and groups related lines into cases. When data is incomplete, the AI agent can suggest matches and show why it linked records, so reviewers can validate quickly.

Validate, decide, and follow up with workflows

Once a deduction is structured and matched, your team can review the reasoning trail, classify the outcome, and trigger the next step. Cases can drive workflows for document requests, disputes, credit requests, or internal approvals. This keeps deduction handling repeatable and traceable, while reducing the time spent chasing missing information.

Built for recovery and continuous improvement

Trade deduction work benefits from a clear record of what was accepted, what was disputed, and what was recovered. Cloudsquid keeps reviewer decisions, comments, and supporting evidence connected to each case so you can report outcomes and refine policies. The same logic can then be reused as a recurring control to reduce repeated leakage patterns over time.

Get in touch and see it in action

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02 Use cases

Trade Deduction Audits and Recovery Use Cases

01

Short pay detection and deduction capture

Capture short pays and deductions from remittance and statements, extract the reason and amount, and match them to invoices and payments for fast triage.

02

Deduction case creation from messy evidence

Aggregate emails, PDFs, spreadsheets, and attachments into a single structured case so supporting evidence stays linked and reviewable during audits and disputes.

03

Trade promo and pricing validation support

Structure deduction details so teams can validate eligibility and spot inconsistencies, then route cases for internal approval or dispute workflows.

04

Chargeback and deduction dispute workflows

Trigger AI follow-ups to collect missing documents, request clarification, or submit disputes, and maintain a clear record of actions taken and outcomes.

05

Aging, prioritization, and recovery tracking

Track deduction status and aging in tables, prioritize high-value cases, and report what was accepted, disputed, and recovered with a consistent audit trail.

03 Customers

In our customers’ words.

“We tackled a massive document backlog of over 50,000 PDFs in minutes. After cloudsquid we verify new customers in 1 hour instead of 1 day.”
Noa RosenfeldFinance & Data Analyst, Cloover

04 Automate your process

Unlock hundreds of hours.

Without cloudsquid

View and understand thousands of files

Manual entry and work in spreadsheets and systems

Multiple days of work and dropped files

With cloudsquid

Flexibly extract any file type, format, or edge case without custom code

Agentic workflow builder with Python nodes and native warehouse connectors

Scale real-time processing or batch jobs seamlessly

05 Where to start

Start with a read-only lookback audit.

Hand us a bounded evidence set: ERP export, invoices, statements, contracts. We investigate the full scoped population in an isolated environment. You get quantified, evidence-backed cases: recoverable items, exception patterns, and recurring root causes.

06 Capabilities

Automate any finance and operations work.

01

Build easily with the AI assistant

02

Pull quality data from any file

03

Connect to any system in your stack

04

Export files into Excel and CSV

05

Solve hard tasks with AI agents

06

Update your ERP, CRM and SOR

07

Automate complex work in plain language

08

Save time and eliminate human error

08 Frequently asked questions

Questions and answers.

What are trade deductions in accounts receivable?

Trade deductions are reductions customers take from payments, often tied to promotions, pricing, returns, chargebacks, or compliance claims. They typically appear as short pays that require validation and resolution.

What data sources can Cloudsquid use for deduction audits?

Cloudsquid can capture data from remittance documents, bank and lockbox files, customer statements, emails, PDFs, scans, and spreadsheet exports, then structure them into tables for reconciliation.

How does Cloudsquid match deductions to invoices and payments?

Cloudsquid reconciles extracted deduction lines against invoice and payment tables. When identifiers are incomplete, the AI agent can suggest matches and explain the linkage so reviewers can validate.

How do we handle missing remittance or unclear deduction reasons?

Unclear items are flagged for review and can trigger workflows to request remittance details or supporting documents, then re-run reconciliation once new information is received.

Can we use this to run disputes and track recovery outcomes?

Yes. You can trigger workflows from each case to drive dispute steps and track outcomes from open to resolved, including recovered amounts, with reviewer decisions and evidence retained.

09 See it on your workflow

See cloudsquid on a real finance process.

Bring one process, its real inputs, and the exceptions your team handles today.