How does Dylan match bank remittances to open customer invoices?

Dylan ingests incoming wire settlement notifications, ACH remittance advices, check scans, and Stripe payout feeds. Using semantic fuzzy matching and OCR, he identifies the paying customer, matches the amount against open invoice line items in NetSuite or QuickBooks, applies short payments to allowable discounts or fees, and posts balanced cash receipts automatically.

Will Dylan damage customer relationships with aggressive collection emails?

Never. Dylan is designed around relationship-first smart dunning. He analyzes customer payment history, executive contacts, and CRM account health notes to generate polite, context-aware payment reminders. Communications are customized by relationship tier, and Dylan automatically loops in the account executive before escalating to formal past-due notices.

How does Dylan handle short payments, deductions, and billing disputes?

When a customer pays less than the invoiced balance, Dylan isolates the variance, pulls the customer's remittance slip, and categorizes the reason (e.g., tax exemption claim, missing PO, service credit, or early pay discount). He creates a dispute ticket with supporting documents and notifies your billing manager or sales lead on Slack for instant resolution.

What accounting and billing systems does Dylan support?

Dylan integrates natively with Oracle NetSuite, QuickBooks Online, Xero, SAP S/4HANA, Stripe Billing, Chargebee, and Zuora. He also syncs with Salesforce and HubSpot to ensure sales reps have real-time visibility into customer payment status.

By how much can Dylan realistically reduce our Days Sales Outstanding (DSO)?

On average, organizations deploying Dylan experience a 38% reduction in DSO within their first 60 days. By eliminating remittance matching delays, following up on day 1 of overdue balances, and resolving invoice queries in real time, cash collections accelerate by an average of 14 days.

Can Dylan accept payments directly within his reminder emails?

Yes. Dylan embeds secure 1-click payment links (via Stripe, ACH, Plaid, or customer payment portals) directly in email reminders, enabling customers to pay outstanding balances instantly with pre-filled invoice information.

Dylan • Autonomous AI AR Specialist

Autonomous AR Collections, Smart Dunning & Cash Application

Dylan executes personalized smart dunning cadences, auto-reconciles bank remittances to open invoices, resolves customer billing disputes, and cuts DSO by 38% across NetSuite, SAP, and QuickBooks 24/7.

$0 Template Fee — Free Trial How To Configure Talk to Team

Connect Tools Only Once

NetSuite • QuickBooks • Stripe • Salesforce

1,000 Free Credits Included

dylan-ar-collections-engine

CASH_APP_ACTIVE

Reconciling: Chase Lockbox <-> NetSuite AR

Auto-Apply

[05:14:02] AGING_SCAN: $2.4M open AR ledger evaluated across 218 accounts.

[05:14:06] REMITTANCE: $48,200 wire matched to INV-1092 (Acme Corp).

[05:14:11] CASH_APP: NetSuite invoice marked PAID; auto-receipt delivered to AP.

[05:14:15] SMART_DUNNING: Day-14 polite cadence sent for 6 overdue accounts ($84.5k).

[05:14:20] DSO_METRIC: Days Sales Outstanding lowered from 46.2 to 32.8 days (-38%).

Match Accuracy

98.6%

DSO Reduction

-13.4 Days

Weekly Cash

$184k Rec

Sync AR Ledgers

Ingest open invoices from NetSuite, QBO & Stripe.

Remittance Matching

OCR lockbox scans, bank wires & ACH descriptions.

Smart Dunning Cadence

Polite, automated follow-ups with 1-click payment links.

Instant Cash Application

Clear customer balances in your ERP in real time.

Out-Of-The-Box Capabilities

What We Have In This Template

Dylan comes pre-equipped with 6 specialized accounts receivable skills. Deploy instantly or customize collections sequences to reflect your brand tone.

Multi-Channel Bank Remittance Matching

Auto-matches bank wire descriptions, lockbox check scans, and payment processor deposits to open invoices with 98.6% accuracy, eliminating unapplied cash.

Stack: Chase Lockbox, Plaid, Stripe Pre-Built

AI Smart Dunning & Personalized Follow-ups

Smart Dunning & Follow-up Sequences

Dispatches courteous, personalized payment reminders before, on, and after invoice due dates, embedding 1-click payment links and PDF invoice copies.

Channels: Email, SMS, Customer Portals Pre-Built

Customer Billing Dispute Auto-Resolution

Billing Dispute & Short-Pay Resolver

Categorizes payment deductions (missing PO, tax exemption, billing discrepancy), creates resolution tickets, and alerts account managers on Slack.

Routing: Slack & CRM Sync Pre-Built

DSO Tracking & Cash Collection Forecasting

DSO Tracking & Cash Recovery Forecast

Models expected weekly cash receipts based on customer payment velocity and past-due aging buckets (1-30, 31-60, 61-90, 90+ days).

Reporting: Executive AR Dashboards Pre-Built

Credit Risk & Customer Scoring

Evaluates historical customer payment behavior, flags deteriorating credit health early, and recommends dynamic credit terms or upfront retainers.

Analytics: Predictive Bad Debt Model Pre-Built

Bi-Directional ERP Cash Application

Applies received payments to specific general ledger invoices in NetSuite, SAP, or QuickBooks, balancing customer sub-ledgers automatically.

Sync: NetSuite, SAP, QBO Pre-Built

Measurable Working Capital Impact

Why Finance Leaders Hire Dylan

Accelerate enterprise cash inflows, eliminate awkward collection calls for sales teams, and gain instant liquidity visibility.

38% Reduction in DSO

Compress Days Sales Outstanding by an average of 14 days, turning locked receivables into liquid working capital immediately.

Relationship-First Dunning

Tone-adjusted follow-ups tailored to executive relationships ensure you get paid without alienating key customer stakeholders.

Zero Unapplied Cash Backlog

No more mysterious bank wire deposits sitting in suspense accounts. Dylan matches remittances to invoices the moment funds land.

Sales Reps Free from Collections

Account Executives can focus 100% on closing new business instead of chasing late invoices or dealing with awkward collection calls.

Prevent Bad Debt Write-Offs

Proactive early intervention prevents invoices from slipping into 90+ day delinquency where recovery probability drops drastically.

Real-Time Cash Forecasting

Leadership gains dynamic cash collection projections backed by machine-learned customer payment patterns, not guesswork.

Accounts Receivable: Manual Dunning vs. Dylan

Dunning Follow-Up Timing

Sporadic manual emails sent weeks after due dates pass

Predictive cadences (Pre-due, Day-1, Day-7, Day-14)

Cash Application Velocity

3-7 day lag manually deciphering wire batch descriptions

Instant 14-second remittance OCR & ERP posting

Dispute & Short-Pay Handling

Unresolved deductions languish for months on balance sheets

Automated reason-coding and Slack routing within minutes

Payment Friction

Customers must request re-sent PDF invoices and bank wiring info

Attached PDF copy + secure 1-click payment links

38%

DSO Reduction

Average within 60 days

98.6%

Cash App Accuracy

Across bank wire feeds

14 Days

Faster Cash Collections

Accelerated cash cycle

Template Fee

1,000 Free Credits included

Enterprise Infrastructure

Built on the RhinoAgents Enterprise Core

Every collections interaction is governed by SOC 2 compliant security, deterministic ledger guardrails, and isolated customer memory.

Collections Vector RAG

Indexes customer MSAs, contract payment terms, purchase orders, and billing contacts for personalized dunning.

Sub-Second Contract Retrieval

Global Account Memory

Remembers client AP desk communication styles, payment cycle frequencies, and dispute histories across billing cycles.

Persistent Relationship Context

Deterministic Guardrails

Prevents double-dunning of recently settled accounts and enforces strict anti-spam frequency throttles.

Zero Hallucination Policy

Immutable Audit Logs

Every dunning email, remittance match, and cash post is logged with cryptographic timestamps for accounting auditability.

SOC 2 Type II Certified

Human-In-The-Loop Governance

Autonomous Collections with Human Escalation Gates

Dylan automates routine payment reminders and cash application, but automatically alerts the account executive and pauses cadences whenever a customer flags a dispute or requests contract renegotiation.

Schedule Architecture Review

Native Collections Ecosystem

Tools Required & Integrations

Dylan connects directly to your existing general ledgers, payment processors, and customer CRMs with zero coding needed.

Core ERP & Ledgers

Open invoice sync and cash application write-back.

• Oracle NetSuite
• QuickBooks Online
• SAP S/4HANA
• Xero Accounting

Payment & Banking

Lockbox and payment processor remittance feeds.

• Stripe Payments & Invoicing
• Chase Lockbox & Wires
• Plaid ACH Feeds
• Flywire / Bill.com AR

CRM & Account Health

Customer tier mapping and AE coordination.

• Salesforce CRM
• HubSpot CRM
• Planhat / Gainsight
• Close.com / Pipedrive

Communications & Alerts

Dunning dispatch and internal escalation alerts.

• Corporate AR Email (Gmail/O365)
• Slack Channels & DMs
• Microsoft Teams
• Webhooks & Custom APIs

Need custom bank BAI2 formats or proprietary customer portal sync?

RhinoAgents connects with 400+ platforms via standard banking flat-files, SFTP, and REST endpoints.

Request Custom Connector

Architecture & Pipeline

How Dylan Autonomously Collects & Posts Receivables

Explore Dylan's deterministic AR DAG below. Every stage includes relationship-safe validations, dispute isolation, and instant cash posting.

Official Autonomous Accounts Receivable Pipeline DAG

Continuous execution cycle for aging evaluation, smart dunning, and cash application

DAG: workflow-ai-accounts-receivable.png

Workflow DAG for AI Accounts Receivable Specialist

STAGE 01

AR Aging Ledger Sync

Pulls open invoices and payment histories continuously from NetSuite, QuickBooks, or billing engines.

STAGE 02

Remittance Matching

Extracts settlement data from incoming bank wire, ACH, and check feeds, auto-matching 98.6% of receipts.

STAGE 03

Smart Dunning Sequences

Dispatches relationship-calibrated payment notices with pre-attached invoice PDFs and 1-click payment links.

STAGE 04

ERP Cash Application

Applies received payments to individual invoice lines in your ERP and clears customer balances immediately.

3 Ways to Deploy Your AI AR Specialist

Select the deployment model that best fits your business model and customer engagement style.

Pathway 01

Deploy Pre-Built Template

Connect your NetSuite or QuickBooks account, link bank feeds via Plaid, and activate polite collections cadences in 15 minutes.

Deploy Now →

Pathway 02

Customize with Natural Language

Adjust dunning tone, define account exclusion lists, and set custom Slack notification thresholds using plain English instructions.

Configure Prompts →

Pathway 03

Bespoke Enterprise Rollout

Partner with RhinoAgents engineers to build custom multi-subsidiary dunning portals, bank BAI2 parsing, or specialized dispute flows.

Book Enterprise Demo →

Battle-Tested Directives

Test Dylan with Real Accounts Receivable Prompts

These production prompts power Dylan's autonomous workflows. Copy them directly or customize them for your company's credit terms.

DIRECTIVE: Bank Remittance Matching & ERP Cash Application

Role: AI Accounts Receivable Specialist (Dylan)
Objective: Ingest bank wire and ACH remittance notifications and apply funds to open invoices in NetSuite.
Parameters:
1. Scan daily banking deposit feed (Chase Lockbox & Stripe Payouts).
2. Extract payer details: Customer Name, Wire Originator ID, Invoice Number reference, and Gross Amount.
3. Query NetSuite Accounts Receivable ledger for open unpaid invoices matching customer:
   - Match by exact invoice reference number.
   - If reference is missing, match by customer name and exact dollar amount match.
4. If match is verified:
   - Create Customer Payment record in NetSuite against the corresponding invoice.
   - Mark invoice as "Paid In Full" and close out open collections cadence.
   - Generate automated payment confirmation receipt and email customer AP contact.
5. If payment is a partial short-pay: Isolate variance and route to exception queue.

DIRECTIVE: Relationship-Calibrated Smart Dunning Sequence

Role: AI Accounts Receivable Specialist (Dylan)
Objective: Execute tailored payment follow-ups based on invoice age and customer tier.
Parameters:
1. Identify all open invoices approaching or exceeding due date:
   - Stage 1 (3 Days Prior to Due Date): Courteous "Upcoming Due Date" notification with PDF invoice copy.
   - Stage 2 (Day 1 Past Due): Friendly check-in: "Did you receive invoice #XXXX? Here is a 1-click link to pay."
   - Stage 3 (Day 7 Past Due): Re-engage AP desk, requesting confirmation of the scheduled payment run date.
   - Stage 4 (Day 14 Past Due): Alert assigned Account Executive on Slack before sending formal reminder.
2. Tone rules:
   - For Enterprise Tier 1 accounts: Warm, consultative, and personalized. Never send robotic demands.
   - Embed secure 1-click payment links (Stripe/ACH) and copy the billing contact.
3. If customer replies indicating an issue: Halt dunning immediately and classify intent.

DIRECTIVE: Customer Short-Pay & Billing Dispute Resolution

Role: AI Accounts Receivable Specialist (Dylan)
Objective: Process incoming short payments and resolve customer invoice dispute inquiries.
Parameters:
1. Detect transactions where Payment Amount < Invoice Amount:
   - Calculate short-pay variance ($ and %).
   - Parse customer remittance text or email explanation for dispute reason.
2. Categorize reason code:
   - CODE_TAX: Customer claiming sales tax exemption (request updated exemption certificate).
   - CODE_DISCOUNT: Customer took unearned early payment discount (evaluate tolerance policy).
   - CODE_SHORT_SHIP: Customer alleging missing deliverables or service outages.
3. Create dispute case ticket and draft polite response to customer AP department.
4. Notify internal Account Manager and Controller via Slack with attached contract terms.

DIRECTIVE: AR Aging Ledger Audit & Cash Collection Forecast

Role: AI Accounts Receivable Specialist (Dylan)
Objective: Generate weekly Accounts Receivable aging summary and forecast expected cash inflows.
Parameters:
1. Group open accounts receivable into standard aging buckets: Current, 1-30 Days, 31-60 Days, 61-90 Days, 90+ Days.
2. Calculate Days Sales Outstanding (DSO) and compare against prior 30-day and 90-day moving averages.
3. Compute expected cash collection forecast for the upcoming 14 days using historical customer payment timing:
   - High Confidence (90%+ probability): Confirmed scheduled payment runs.
   - Medium Confidence (65% probability): Active responsive dunning conversations.
   - Low Confidence (30% probability): Unresponsive accounts over 45 days past due.
4. Compile executive AR summary dashboard and deliver report to CFO Slack channel.

Built For High-Growth Operations

Who Is This AI Accounts Receivable Specialist For?

Whether you bill dozens of recurring enterprise contracts or thousands of monthly subscriptions, Dylan ensures you collect every dollar faster.

Founders & CEOs

Stop letting unpaid invoices strangle your cash runway. Dylan accelerates customer payments while preserving executive goodwill.

Accelerate Cash Runway →

B2B SaaS & Scale-ups

Automate collections for annual enterprise contracts and usage-based billings without hiring armies of collections agents.

Scale B2B Invoicing →

Controllers & Credit Heads

Slash DSO by double-digits, eliminate unapplied lockbox cash backlogs, and enforce disciplined credit risk management.

Compress Enterprise DSO →

Agencies & Consultancies

Get paid on time for project milestones and monthly retainer retainers, eliminating the awkward friction between creatives and client finance.

On-Time Retainer Billing →

Got Questions?

Frequently Asked Questions

Everything you need to know about security, remittance matching, and deploying Dylan.

Autonomous AR Collections, Smart Dunning & Cash Application

Sync AR Ledgers

Remittance Matching

Smart Dunning Cadence

Instant Cash Application

What We Have In This Template

Multi-Channel Bank Remittance Matching

Smart Dunning & Follow-up Sequences

Billing Dispute & Short-Pay Resolver

DSO Tracking & Cash Recovery Forecast

Credit Risk & Customer Scoring

Bi-Directional ERP Cash Application

Why Finance Leaders Hire Dylan

38% Reduction in DSO

Relationship-First Dunning

Zero Unapplied Cash Backlog

Sales Reps Free from Collections

Prevent Bad Debt Write-Offs

Real-Time Cash Forecasting

Accounts Receivable: Manual Dunning vs. Dylan

Built on the RhinoAgents Enterprise Core

Collections Vector RAG

Global Account Memory

Deterministic Guardrails

Immutable Audit Logs

Autonomous Collections with Human Escalation Gates

Tools Required & Integrations

Core ERP & Ledgers

Payment & Banking

CRM & Account Health

Communications & Alerts

Need custom bank BAI2 formats or proprietary customer portal sync?

How Dylan Autonomously Collects & Posts Receivables

Official Autonomous Accounts Receivable Pipeline DAG

AR Aging Ledger Sync

Remittance Matching

Smart Dunning Sequences

ERP Cash Application

3 Ways to Deploy Your AI AR Specialist

Deploy Pre-Built Template

Customize with Natural Language

Bespoke Enterprise Rollout

Test Dylan with Real Accounts Receivable Prompts

Who Is This AI Accounts Receivable Specialist For?

Founders & CEOs

B2B SaaS & Scale-ups

Controllers & Credit Heads

Agencies & Consultancies

Frequently Asked Questions

Ready to Put Your Accounts Receivable on Autopilot?