Guides for designing a modern collections-to-cash operating model.
These guide tracks convert the CollectAI platform philosophy into practical evaluation, adoption and implementation conversations.
Operating model guide
How to move from disconnected campaigns to a governed case-state recovery operating model.
- Current-state mapping
- Policy and exception design
- Pilot governance rhythm
KPI dictionary
A practical measurement framework for cure, roll-forward, RPC, PTP, field yield, leakage and partner performance.
- KPI families
- Role-based dashboards
- Formula governance
Agency governance guide
A structured view of agency onboarding, assignments, proof, SLA, commission and penalty workflows.
- Partner registry
- Contract controls
- Billing confidence
Field execution guide
How to structure field operative onboarding, route planning, proof capture and supervisor oversight.
- Geo coverage
- Visit evidence
- Conduct safeguards
AI governance guide
How bounded autonomy, ModelGov, MRM and guardrails should be introduced in collections.
- Autonomy levels
- Reason codes
- Rollback triggers
Pilot blueprint
A pragmatic 60-to-90 day pilot model for lenders and agencies to demonstrate measurable operating value.
- Portfolio selection
- Baseline metrics
- Champion-challenger design
Pair guides with the assessment tools.
Use the guides to frame the operating model and the tools to identify priority gaps before a platform walkthrough.
What are recovery intelligence guides?
Recovery intelligence guides are practical explainers for designing a modern collections-to-cash operating model, including governance, KPIs, field execution, agency control, AI safeguards and pilot planning.