Account facts stay current
Check the servicing source before explaining the outstanding amount or next step.
COLLECTIONS · AI WORKFORCE
Make every payment follow-up accountable.
Contact inside your compliance windows, promise-to-pay recorded, and reconciliation against the actual payment event.
A defined business outcomeEvidence in your systemsHire or build the responsible role
WHAT BETTER LOOKS LIKE
Start with the result your team needs.
These are the intended outcomes to validate for your deployment. Judge the employee by the work completed and the exceptions handled, not by conversation volume alone.
Follow-up leaves a useful record
Save the customer response with an account reference and distinguish intent from payment.
Sensitive cases reach a specialist
Capture hardship or a dispute and stop the routine path when the case needs human review.
THE EVIDENCE STANDARD
A promise to pay is not a received payment.
Measure the pilot against agreed completion criteria and verify each outcome in your systems.
WHAT COMPLETION LOOKS LIKE
Payment status reconciled to the account.
Completion follows confirmed evidence. Each state below depends on the required source record.
Servicing record
Account checked
Current balance and customer response recorded
Awaiting next source confirmationAccount checked
Current balance and customer response recorded
Shown in this examplePayment verified
Payment source confirms receipt
Pending evidenceAccount reconciled
Receipt matched to the servicing record
Pending evidence
A promise to pay does not advance the payment state. Hardship and disputes require specialist ownership. No live records or measured performance are shown.
| Outcome to validate | Evidence that supports it | What is not sufficient |
|---|---|---|
| Accurate account context | Referenced servicing balance and current payment state. | An amount inferred from an earlier conversation. |
| Recorded follow-up | Timestamped response and the agreed next action in the account record. | Dial volume or contact count alone. |
| Received payment | Confirmed payment-system result reconciled to the account. | Customer intent, an initiated transaction or an unverified write. |
Compare against your own baseline.
Compare equivalent account cohorts and observation periods. Report contact, response, promised payment and confirmed payment separately. Review disputed balances, hardship routing and unresolved reconciliations alongside operational volume.
THE WORKFLOW
See the responsibility in action.
See the employee’s actions, the record it prepares and when a person takes ownership.
ROHIT AT WORK
From payment query to a traceable account outcome.
Rohit autonomously checks account balances, runs approved payment reminders, answers factual account questions, records customer responses and reconciles payment status. Switch to an exception to see when, and why, your team steps in.
The conversation
I received a payment reminder. Can you confirm the outstanding amount?
ROHIT
I’ll check the current account record before discussing the available next steps.
Conversation → structured context
Rohit
Read the current account balance
Autonomous · within your rules
Servicing + payments
People join only when needed
Account follow-up
- Account · reference matched
- Balance · source checked
- Customer response · recorded
SYSTEM ACTION
Read the current account balance
Awaiting workflow steps
Step 1 of 4 · Check
Example sequence only. Channels, integrations and permitted actions are configured and validated for your deployment.
PUT A ROLE BEHIND THE OUTCOME
Hire Rohit. Or build your own.
Choose a pre-built role, then configure its knowledge, supported actions and limits for your environment.
Rohit
AI Collections Agent
Check account status, record permitted follow-up and route sensitive exceptions.
Hire Rohit →Build a custom workforce
Design a responsibility around your outcome, systems and exception rules. Agree the evidence that will establish completion before adding channels or expanding autonomy.
Build your workforce →MAKE THE OUTCOME SUPPORTABLE
Agree the access, authority and evidence.
A credible pilot needs the right source records and clear boundaries. Review the proposed scope with the owners who will operate and assess it.
Connect the source of truth
Scope the servicing ledger, payment status, contact preferences and specialist case queue. Confirm the allowed channels, timing, stop conditions and access before any live outreach.
Review integration requirements →Keep decisions with the right owner
Do not let routine follow-up make restructuring, hardship or settlement decisions. A disputed balance or uncertain payment result remains unresolved until the responsible source or specialist establishes the next action.
Review governance & security →Bring evidence to the first discussion.
Share anonymized examples, the current outcome definition, baseline measurements and cases that went wrong. Agree the test cohort, observation window and release criteria. Keep unresolved and failed cases visible in the evaluation.
COLLECTIONS QUESTIONS
Understand the outcome, and its limits.
What is AI collections?
AI collections is a workflow an AI employee owns from eligible contact through to a recorded promise-to-pay or an assigned exception, reconciled against the actual payment event.
Can Rohit change repayment terms?
Not in this example role. Requests for restructuring, settlement or an exception go to an authorized specialist with the customer’s request and account context. Any broader authority needs an explicitly reviewed configuration.
What happens when a customer reports hardship?
Stop the routine follow-up path and route the disclosure to the designated support specialist. Preserve the customer’s wording, completed actions and remaining decision. Do not turn the disclosure into an unsupported payment commitment.
How do we demonstrate collections impact?
Use confirmed payment records and comparable account cohorts. Separate outreach, contact, commitments and payments. Differences in account age, balance and eligibility can change results, so a raw contact uplift is not evidence of improved recovery.
Is the workflow automatically compliant?
No universal compliance claim is made. Your responsible teams must review the proposed contact permissions, timing, content, data handling and exception behavior for the deployment. The simulation does not initiate any outreach.
How do we measure success?
Agree a baseline and completion criteria for the workflow. Compare outcomes using your source records, including verified system changes, human review and unresolved cases.
Can we hire a pre-built employee or build our own?
Both. Start with a pre-built responsibility shown here, or design a custom role around your outcome. In either case, scope knowledge, system access, permitted actions and exception ownership before launch.
What do we need for a pilot?
Bring the target outcome, baseline records, representative requests and exceptions, required systems and an accountable owner. Agree success criteria and data-handling requirements before testing. Timing depends on access, integration and review work rather than a universal launch promise.
Which integrations and channels are supported?
Confirm the specific systems, API operations, access requirements and channels with the implementation team. The categories here are a scoping guide, not a native-integration guarantee. Test failure handling and result verification as well as successful interactions.
CUSTOMER REVIEWS ON G2
From conversations to completed work.
4.9/ 5
1 / 7
START WITH A RESULT YOU CAN VERIFY
What would a better outcome look like for your team?
Bring one responsibility and the records that define success. We’ll scope the employee and the evidence needed to evaluate it.