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Rivac AI Labs
Workflow & Business Process Automation

Automated Follow-Up & Collections Workflows

Chasing an unpaid invoice, an unanswered email, or a stalled approval is exactly the kind of task that's important but never anyone's top priority, which is why it slips for weeks and quietly damages cash flow or momentum. This service builds persistent, appropriately-toned follow-up sequences that keep chasing a specific outcome (payment, a reply, a signature, an approval) on a schedule, escalating tone and channel as time passes, until it's resolved or flagged for a human to step in. It's built for finance and operations teams tired of manually tracking who still owes what or who hasn't responded, and who need the chasing to happen reliably without a person owning a spreadsheet of who to nag next. Every sequence stops the moment the outcome lands, so customers get followed up with persistently but never harassed after the fact.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Diagnose current follow-up and collections gaps by reviewing aging reports, response times, and where things currently fall through.

  2. 2

    Pilot a follow-up sequence on one segment (a specific invoice aging bucket or approval type) to test tone, timing, and escalation logic.

  3. 3

    Review pilot results and any recipient feedback with the client to adjust cadence and language before wider rollout.

  4. 4

    Launch the sequences across all target categories with automatic stop conditions once the outcome is resolved.

What You Get

Deliverables from this engagement

  • Live automated follow-up and collections sequences across chosen categories
  • Escalation logic covering timing, tone, and channel by stage
  • Resolution-rate report comparing before and after automation
  • Editable message templates and stop-condition rules

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Setup

  • Outstanding Invoice List
  • Follow Up Schedule Defined
  • Email Template Sequence

Sequence Run

  • Day Three Reminder Sent
  • Day Seven Reminder Sent
  • Day Fourteen Firm Notice Sent

Resolution Check

  • Payment Received
  • Sequence Stopped Automatically
  • Flagged for Manual Call

Tracking

  • Marked Resolved in Spreadsheet

Cloud-Native / Managed Services Architecture

Source Data

  • Accounting Platform Invoice Feed
  • Managed Follow Up Sequencing Service
  • CRM Open Approval Records

Managed Sequencing

  • Cloud Email Delivery Service
  • Cloud SMS Delivery Service
  • Escalation Rules Engine

Resolution Sync

  • Payment Status Webhook Check
  • Outcome Landed
  • Sequence Auto Stopped
  • Escalated to Collections Rep

Reporting

  • Managed Analytics Dashboard
  • Days Sales Outstanding Report

Event-Driven & Automation-First Architecture

Triggers

  • Invoice Past Due Event
  • Follow Up Event Bus
  • Approval Pending Too Long
  • Email Unanswered Timer Expires

Automation Layer

  • Sequence State Machine
  • Tone Escalation Logic
  • Channel Selection
  • Email Reminder Sent
  • SMS Reminder Sent

Outcome Watch

  • Reply or Payment Webhook Listener
  • Outcome Detected
  • Sequence Halted Instantly
  • Next Escalation Step Queued

Handoff

  • Resolution Logged
  • Human Notified Only if Stalled

Enterprise-Grade & Compliance-Ready Architecture

Governance

  • Collections Communication Policy
  • Fair Debt Practices Rules
  • Escalation Approval Matrix

Secure Data

  • Access Controlled Receivables Data
  • Encrypted Communication Log
  • Role Based Finance Access

Audited Sequencing

  • Compliant Follow Up Sequence Engine
  • Every Message Logged and Timestamped
  • Dispute Raised
  • Routed to Legal or Finance Review
  • Sequence Continues per Policy

Compliance Reporting

  • Full Audit Trail Export
  • Monthly Aging and Compliance Report

AI-Augmented, Human-in-the-Loop Architecture

Data In

  • Outstanding Invoice and Approval Data
  • Customer Communication History

AI Composer

  • AI Tone and Timing Engine
  • AI Drafted Escalation Message
  • AI Recommended Next Channel

Human in the Loop

  • High Value Account or Escalated Tone
  • Finance Rep Reviews Draft
  • Approve Message
  • Edit Before Sending
  • Human Approved Message
  • Auto Sent Low Risk Reminder

Delivery

  • Message Sent to Customer
  • Outcome Tracked and Sequence Updated

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems

  • Accounting or ERP System
  • Follow Up Orchestration Core
  • CRM Approval Records
  • Email and SMS Platform

Collections Core

  • Outstanding Item Tracker
  • Escalation Decision Engine

Sync Layer

  • ERP Payment Status Sync
  • CRM Activity Log Sync
  • Accounting Ledger Reconciliation

Governance Reporting

  • Finance Ops Dashboard
  • Shared Cash Flow Recovery Report

More in Workflow & Business Process Automation

Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about Automated Follow-Up & Collections Workflows

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call