AI Powered AR Agent

No More Disputes Lost in an Inbox.

Quick Receivable's Dispute Management Agent captures every dispute the moment it arrives, categorizes it automatically, routes it to the right owner instantly, and closes it the moment the underlying invoice is resolved. Zero manual logging. Zero forgotten cases. Complete audit trail in Salesforce.

50-60%
Faster dispute resolution
95-100%
Email dispute capture rate
95%
Less time spent logging disputes
<2%
Disputes lost or forgotten
How It Works

From Dispute Received to Dispute Resolved, Automatically

The Dispute Management Agent monitors every inbound channel, captures disputes the moment they arrive, and manages the full resolution workflow inside Salesforce with no manual handoffs and no spreadsheet tracking.

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01

Capture from Every Channel

The agent monitors customer email inboxes, your customer portal, and any manual submission forms. When it identifies a dispute-related communication, it extracts the relevant details, such as invoice number, amount contested, and reason code, and creates a dispute record in Salesforce automatically. Nothing sits in an inbox waiting for someone to log it.

02

Categorize, Assign, and Track

The agent classifies every dispute by type (pricing, quantity, quality, delivery, or damaged goods), assigns it to the right owner based on your routing rules, and sets the priority level based on dollar value and account importance. From capture to assignment happens in seconds, not hours.

03

Auto-Close on Invoice Resolution

When the underlying invoice is paid, credited, or written off, the dispute closes automatically. No reconciliation run at month-end. No manually hunting down which disputes are still open. Dispute metrics are always accurate and current.

Core Capabilities

Every Part of Dispute Management, Built Into One Workflow

Enterprise AR teams in manufacturing, equipment rental, construction, and wholesale distribution deal with high dispute volumes across diverse dispute types. The Dispute Management Agent handles all of them inside a single Salesforce-native workflow.

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Automated Email Dispute Capture

The agent monitors your AR email inbox continuously. When a customer email contains dispute language, it identifies the relevant invoice, extracts key details, attaches the original email, and creates a dispute record in Salesforce without any staff involvement. Capture rate rises from 40 to 50% with manual processes to 95 to 100%.

Manual Dispute Logging

For disputes reported by phone or in person, your team logs them through an intuitive form that captures all essential details in one screen. Single or multiple invoices can be disputed simultaneously. The form pre-populates invoice data from Salesforce so collectors are not retyping information that already exists in the system.

Dispute Categorization and Tagging

AI-powered analysis of dispute descriptions and supporting documents automatically classifies each dispute by type. Pricing disputes, quantity discrepancies, quality claims, delivery failures, and damaged goods are tagged at capture, which enables accurate reporting on dispute root causes and helps operations teams address recurring issues.

Intelligent Dispute Assignment

Disputes route to the right owner automatically based on your configured rules. Category, customer segment, dollar amount, product line, and team expertise all influence routing. A pricing dispute on a large account goes to a senior analyst. A delivery dispute on a standard account goes to the regional team. No queue management required.

Document Management

Customers and your team can attach proof of delivery, purchase orders, signed contracts, photos of damaged goods, and any other supporting documentation directly to the dispute record in Salesforce. All evidence stays with the case through resolution, making it auditable and searchable without file sharing or email threads.

Priority Scoring and Escalation

Disputes that exceed a dollar threshold, have been open too long, or involve strategically important customers are automatically flagged for escalation. Management receives alerts before disputes age into write-off territory, and SLA timers track days open against your resolution targets.

Dispute Types Covered

The Dispute Management Agent Handles Every Category Your Business Faces

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Pricing Disputes

Customers contesting invoice amounts that do not match quoted, contracted, or agreed prices. The agent categorizes these and routes to the team with access to the underlying contract or price schedule.

Quantity Disputes

Discrepancies between quantities invoiced and quantities received. Common in manufacturing and wholesale distribution where order modifications happen close to shipment.

Quality Claims

Disputes based on products received not meeting specification. The agent captures quality claim details and routes to the appropriate operations or quality team alongside the collections team.

Delivery Disputes

Invoices disputed because goods or services were delivered late, to the wrong location, or not at all. The agent attaches delivery confirmation documents and routes to logistics or operations for resolution.

Damage Claims

Particularly common in equipment rental and construction, where customers dispute invoices for damaged goods or equipment they believe was pre-existing. Photo attachments and damage reports are captured at the dispute record.

Deduction Disputes

Short payments tied to promotional allowances, co-op deductions, or freight claims. The agent connects with the Cash Application Agent to track deduction related disputes against specific payment applications.

Before vs. After

What Dispute Management Looks Like Before and After Automation

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Manual Dispute Management
  • 10 to 15 minutes spent manually logging each dispute as it arrives
  • 40 to 50% of email disputes captured, the rest buried in inboxes
  • 5 to 10 minutes spent per case deciding who should own it
  • 15 to 20% of disputes lost or forgotten before resolution
  • Average resolution time of 12 to 18 days
  • Manual monthly reconciliation to close resolved disputes
With the Dispute Management Agent
  • Zero logging time, disputes are created instantly and automatically
  • 95 to 100% email capture rate, nothing falls through the cracks
  • Instant automatic routing to the right owner based on defined rules
  • Less than 2% of disputes lost or unresolved
  • Average resolution time of 5 to 8 days with clear ownership and SLA tracking
  • Disputes close automatically when the invoice is resolved, real-time always
Business Impact

What the Dispute Management Agent Delivers

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95%

Less Dispute Logging Time

Eliminate manual data entry and inbox monitoring across your entire AR team.

100%

Email Dispute Capture

Every dispute submitted by email is captured and logged. No more lost revenue from missed cases.

50-60%

Faster Resolution

Instant routing and clear ownership mean disputes move from open to resolved in days, not weeks.

12-15h

Saved Per Week Per Team

Staff time previously spent on administrative dispute tasks redirects to higher-value work.

90%

Better Dispute Visibility

Complete audit trail and real-time status across every open dispute in your portfolio.

Zero

Revenue Leakage from Lost Disputes

Every dispute tracked to resolution. No more write-offs from cases that fell off the radar.

FAQ

Dispute Management Agent FAQs

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How does the agent identify a dispute in an email?

The agent uses natural language processing to identify dispute intent in inbound emails. It looks for language patterns around invoice objections, pricing disagreements, quantity discrepancies, and non-payment justifications. When dispute intent is detected, it extracts the invoice number, amount, and stated reason and creates the dispute record. The confidence threshold and edge case handling are configurable during implementation.

Can disputes be escalated automatically based on dollar amount?

Yes. You can configure escalation rules based on disputed amount, account tier, days open, or any combination of factors. Disputes above a defined dollar threshold can route directly to a senior analyst or manager and trigger a different SLA timer. All escalation rules are configurable through Salesforce without developer assistance.

What happens to dunning outreach while a dispute is open?

The Collections Agent and Dispute Management Agent share data inside Salesforce. You can configure the Collections Agent to pause or modify dunning sequences for invoices with open disputes. This prevents your team from sending payment demands on amounts the customer is actively contesting, which protects customer relationships during the resolution process.

How does the agent handle disputes submitted through the customer portal?

Customers accessing the self-service portal through the Customer Service Agent can select specific invoices and submit dispute details through a structured form. This produces a cleaner, more complete dispute record than email capture because the customer selects invoice numbers directly from their account rather than describing them in free text. Portal disputes create the same Salesforce record and follow the same routing rules as email disputes.

Can we report on dispute root causes over time?

Yes. Because every dispute is categorized and tagged in Salesforce, your standard Salesforce reporting tools can show dispute volume by type, by product line, by customer segment, by time period, and by resolution outcome. This helps operations and sales teams identify systemic issues that are driving disputes: recurring pricing errors, delivery failures at specific carriers, or quality issues from specific production runs.

Stop Losing Revenue to Disputes That Fall Through the Cracks

See the Dispute Management Agent capture and route a live dispute in a real Salesforce environment. Under 30 minutes, no preparation required from your side.

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Related Resources

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