Stop Losing Revenue to Deduction Chaos.
$0B in unauthorized deductions taken by retailers annually
Singoa automates the full order-to-cash cycle — from EDI invoice validation and deduction identification to cash application, dispute filing, and retailer follow-up. Recover more deductions. Post cash faster. Reduce DSO.
Connects with your manufacturing ERP and EDI stack
Why Are Retailers Taking Billions in Unauthorized Manufacturing Deductions?
The average manufacturer loses 1–3% of gross revenue to unauthorized retailer deductions every year. Short pays, pricing disputes, logistics chargebacks, and unmatched remittance are draining cash — and most AR teams recover less than half without automation.
Live in Days, Recovering Revenue in Weeks.
Singoa connects to your ERP, EDI network, and banking systems. No workflow disruption. Your AR team keeps their existing process — we automate the repetitive work and surface every deduction opportunity.
Connect ERP & EDI Systems
All open invoices, deductions, and remittances synced automatically
- API connection to SAP, NetSuite, Epicor, or Sage ERP
- EDI network connection to SPS Commerce, TrueCommerce, or AS2
- Open invoice and deduction backlog imported and categorized
- Retailer master file loaded with payment terms and contacts
Classify Deductions & Map Patterns
AI categorizes every open deduction and identifies recovery opportunities
- AI classifies deductions by reason code: pricing, shortage, logistics, compliance
- Historical deduction patterns analyzed per retailer
- Invalid vs. valid deduction split calculated — recovery opportunity surfaced
- Remittance matching rules configured for top 20 retailers
Automate Collections & Recovery
Cash posts automatically. Disputes filed on schedule. DSO drops.
- Incoming EDI 820 / ACH remittances auto-matched to open invoices
- Deduction disputes filed within 24 hours of identification
- Retailer follow-up triggered at 14, 30, and 45 days for disputed items
- Credit memos generated automatically for approved valid deductions
How Does Singoa Recover Manufacturing Deductions?
Four purpose-built modules covering the full manufacturing order-to-cash lifecycle — from deduction identification through cash posting and dispute recovery.
Identify, Classify, and Recover Every Deduction
Retailer deductions are the largest controllable revenue leak in manufacturing. Singoa auto-classifies every deduction by reason code, separates valid from invalid, files disputes automatically for recoverable items, and tracks recovery status across all retailers.
- Automatic deduction identification from EDI 820 and ACH remittances
- AI reason code classification: pricing, shortage, logistics, compliance, other
- Valid vs. invalid deduction split with recovery probability score
- One-click dispute package generation with supporting documentation
- Dispute filing directly to retailer portal or via email / EDI 812
- Recovery tracking: filed, under review, approved, denied, escalated
- Deduction aging dashboard: 30/60/90/120+ days by retailer and reason code
- Retailer scorecard — deduction rate trending by quarter
What Manufacturing AR Results Can You Expect with Singoa?
Real results from manufacturers that replaced manual deduction management and cash application with Singoa AR automation.
| Metric | Before | With Singoa |
|---|---|---|
| Deduction Recovery Rate | 35% | 78% |
| Cash Application Time | 4 hrs / remittance | 20 min / remittance |
| Days Sales Outstanding (DSO) | 52 days | 28 days |
| Straight-Through Cash Posting | 41% | 94% |
| Deduction Dispute Filing Time | 5–7 business days | < 24 hours |
| Invalid Deduction Write-Offs | 65% written off | 22% written off |
| AR Staff Time on Manual Matching | 34 hrs / week | 6 hrs / week |
Singoa customer data — median outcomes across manufacturing client base, 2024–2025.
Calculate Your Manufacturing AR ROI.
See what faster deduction recovery, automated cash application, and improved DSO are worth to your operation. Adjust the sliders for your volume.
Your Numbers
Estimates based on median outcomes from Singoa manufacturing clients. Actual results vary by customer mix, ERP complexity, and retailer trading partner agreements. Does not include upstream EDI compliance improvements or vendor allowance recovery.
After Singoa cost of $850/mo
Built for Your Manufacturing Tech Stack.
Singoa connects natively to your ERP, EDI network, banking, and communication systems. No replacement required — we automate within your existing infrastructure.
ERP Systems
EDI & Supply Chain
Banking & Communication
Built for Manufacturing Compliance Requirements.
Manufacturing AR involves EDI trading partner compliance, end-to-end encryption, and immutable audit trails for tax and financial audits. Singoa handles all of it automatically.
EDI Compliance Standards
Full X12 EDI compliance: 850, 810, 812, 820, 856, 997 transaction sets. AS2, SFTP, and VAN connectivity. Functional acknowledgment tracking and reprocessing.
Audit Trail & Retention
Every invoice, deduction, dispute, and payment action is hash-chain logged. Immutable audit trail meets requirements for financial statement audits, tax reviews, and trading partner disputes.
GAAP Revenue Recognition
Cash application and deduction postings are structured for ASC 606 and ASC 610 compliance. Revenue adjustments documented with supporting transaction data for audit purposes.
Data Residency & Privacy
Customer financial data stays within your selected region. Data Protection controls with configurable data retention policies aligned with your corporate governance requirements.
What Manufacturing Finance Teams Are Saying.
“We were writing off $2.4M in deductions every year — not because they were invalid, but because we didn't have the bandwidth to dispute them in time. Singoa files disputes within 24 hours automatically. In our first year, we recovered $1.8M that was going straight to write-off. The ROI was 40x.”
Frequently Asked Questions
Everything you need to know before making the switch.
See Singoa for Your Manufacturing Business.
Get a personalized walkthrough of deduction management, EDI validation, and cash application automation — built for how your AR team actually works.