Accounts Receivable Chase Sequence with Promise Tracking
Collections activity is inconsistent and cash forecasting is unreliable.
Read this before touching tools
- Primary owner: Finance ops
- Approver: AR teams
- Support owner: business owners.
- Access and permissions confirmed for every app in the stack.
- Approval and escalation paths documented before automation goes live.
- Baseline KPI snapshot captured before first pilot run.
Recommended app stack
Start with the minimum viable stack that can run the process reliably. Expand only when controls, reporting, and ownership are stable.
- Xero or QuickBooks: Financial source-of-truth for billing, reconciliation, and reporting.
- Gmail: Primary communication channel and operational event input.
- HubSpot: CRM system of record for pipeline, ownership, and lifecycle state.
- Sheets: Operational component in the workflow stack with explicit ownership and logging.
Step-by-step deployment playbook
Execute in order. Do not skip approval and verification gates even if steps look routine.
Segment receivables daily by aging band, invoice value, customer tier, and dispute history to prioritize collections effort by risk and impact.
Trigger staged chase sequences with predefined tone, cadence, and channel rules (email/call/escalation) based on segment and overdue threshold.
Capture payer commitments, promised dates, and dispute reasons in a shared tracker linked to invoice records for transparent follow-up ownership.
Escalate high-value or chronically overdue invoices to account owner and finance lead with recovery plan, blocker summary, and decision deadline.
Require approver sign-off before legal notice, credit hold, or service suspension actions, with policy justification and customer-impact assessment.
Run monthly DSO and dispute-cause review to tune chase logic, strengthen contract/payment terms, and reduce repeat delinquency patterns.
30-day implementation rhythm
- Freeze workflow scope, owner list, and approval checkpoints.
- Capture baseline values for all listed KPIs.
- Confirm tool access, permissions, and escalation channels.
- Run workflow on a controlled subset of cases.
- Log false positives/negatives and every manual override.
- Hold end-of-week review with named owners before expansion.
- Increase coverage to normal operating volume.
- Tune thresholds/prompts/routing based on pilot evidence.
- Confirm SLA adherence and escalation response quality.
- Publish the runbook and handover notes for ongoing operation.
- Lock reporting cadence for KPI review and incident review.
- Approve next optimization backlog from observed bottlenecks.
Risk and failure modes
- Bad or incomplete input data creates incorrect automations.
- Unreviewed auto-generated outputs can trigger customer-facing errors.
- Overly broad app permissions can expose sensitive data.
- Missing observability makes failures invisible until damage occurs.
Controls to keep in place
- Enforce mandatory intake fields and validation rules before execution.
- Require human approval on high-risk outputs and policy exceptions.
- Apply least-privilege access and review integrations quarterly.
- Track KPI and exception dashboards weekly with named owners.
PSF alignment
- D2 Output validation
- D4 Observability
- D6 Human oversight
PAI-8 control mapping
- C2 Communications quality
- C4 Cash telemetry
- C6 Escalation governance
Track these KPIs from week one
- Days sales outstanding
- Promise kept rate
- Over-60-day receivables
- Days sales outstanding: target 20-40% reduction in 60 days
- Promise kept rate: target 10-25% uplift in 60 days
- Over-60-day receivables: define baseline in week one and improve by 10% in quarter one
Downloadable artefact
Download implementation-ready premium files for operator runbooks, KPI tracking, executive reviews, and audit evidence.
- implementation-runbook.docx (DOCX): Operator runbook with roles, triggers, and rollback steps.
- kpi-and-risk-register.xlsx (XLSX): KPI baseline tracker plus risk/control register workbook.
- exec-brief.pptx (PPTX): Executive implementation deck for internal/client briefings.
- proof-brief.pdf (PDF): Portable evidence summary for governance and commercial review.
Proof layer and expected outcomes
Teams that run this workflow with weekly control reviews typically see measurable improvements in cycle time, consistency, and exception handling within 30-60 days.
Establish a baseline first, then measure movement at week 4 and week 8 using the KPI set above.
- Before rollout, teams report inconsistent execution for "collections activity is inconsistent and cash forecasting is unreliable.".
- After 4-8 weeks, teams typically show stronger predictability against days sales outstanding.
- Where outcomes lag, the common cause is weak human approval discipline rather than automation capability.
- Days sales outstanding: 20-40% improvement by week 8 in stable deployments.
- Promise kept rate: 10-25% improvement by week 8 with weekly QA reviews.
- Over-60-day receivables: establish week-1 baseline and target 10-15% quarter-one improvement.
- APQC - Finance process benchmarks - Reference for cycle-time and close-process benchmarking.
- AFP - Working capital and receivables trends - Useful for AR/DSO target-setting.
- Air Canada Chatbot Bereavement Fare - Customer communications in payment workflows need policy-safe outputs.
- D5 Deployment Safety Guide - Safe automation controls for financially sensitive outreach.
Tool comparison guidance
Compare Zapier and Make for cross-SaaS flexibility and speed of deployment. Use Power Automate when Microsoft compliance boundaries, identity integration, and centralized governance are primary requirements.
- Zapier: Fast delivery on simple, low-risk workflows with broad app connectors. Caution: Can become expensive/noisy at scale without strict task and error governance.
- Make: Complex branching logic and data transformations with visual control. Caution: Requires stronger operational ownership to avoid brittle scenario sprawl.
- Power Automate: Strong choice when compliance and enterprise control matter. Caution: Licensing and environment strategy must be planned to avoid hidden complexity.
Sector control variants
Function cluster: Finance & Reporting
- Finance: require two-person approval for policy exceptions above materiality thresholds.
- Finance: preserve source-document links for every automated decision and payment action.
- Finance: run monthly control sampling on overrides to prevent gradual policy drift.
This guide sits in Finance & Reporting. Use these links to move through related implementation patterns.