Furnish and reconcile accurate credit-account information

When to run this process

Trigger. Per furnishing cycle, correction/block/status event, bureau reject or portfolio transfer. Accountable owner. Furnishing operations lead. Accepted output. Accepted furnisher CRA submission/result report/correction and applicable reporting-item modification, deletion or permanent block, with controlled rejection, dispute flags and source-to-known-published reconciliation.

Release or hold. Generated file alone is incomplete. Prevent duplicate/re-aged or blocked re-furnishing. Missing source data/rejected fields remain owned. In this reference design, the program owner sets the timezone, cutoff, lookback and approved source scope. Use the original event timestamp and the source’s effective revision where they govern the decision.

Use the process for U.S. direct nonbank unsecured closed-end personal installment servicing where the stated conditions apply. Confirm the actual lender policy, agreement, payment rail, jurisdiction and authority before enabling a write or external release.

Validate the result independently

Human pitfall. Unknown actual furnisher, conflicting balance/date, unsupported conversion or unresolved relevant event. AI or agent pitfall. A model can return plausible amounts or a balanced total after dropping a line. Recompute exact amounts and reconcile individual records as well as the total.

Deciding evidence. Furnish the date supported by the original delinquency evidence where applicable. A later reporting cycle does not restart it. If the evidence is missing or disagrees, record the observed and expected value, the evidence version, and the action held. Route the exception to Furnishing operations lead and use the task owner below for correction.

Tasks and acceptance checks

• Establish furnished population and authoritative data scope
• Check contact, suppression and prescribed field prerequisites
• Prepare and validate CRA data and reporting-item effects
• Submit the scoped furnishing, report or correction
• Reconcile CRA responses and repair source-to-published differences

Establish furnished population and authoritative data scope

Read and assign. Furnishing operations lead handles one candidate account/reporting item per recipient and cycle. Trigger. Scheduled reporting cycle, transferred loan, new dispute/correction or other actual furnishing trigger. Inputs. Account/performance, dispute, fraud and life-event status, furnishing role and recipient agreement, original delinquency lineage. Systems. Furnishing file generator, CRA submission channel, Acceptance/reject register.

Implement. Determine who actually furnishes, which accounts/items are authorized and which transfer, protected, closed or dispute statuses apply. Reconcile source values and recipient lineage. Apply operator monthly, conversion or accepted assistance-plan reporting only where the named route applies. Reconcile accepted source versions, populations and recipient configurations. Use the lender’s documented authority for approval and release. Keep unsupported approvals and permissions unresolved.

Save and verify. Eligible furnishing items and recipient scope, or owned hold/exception. Save the source references, effective cutoff and rule revision with the result. Identify actual role, current source and version, protected/closed/discharged scope and original delinquency basis. Voluntary furnishing does not waive accuracy obligations.

Human error to catch. Unknown actual furnisher, conflicting balance/date, unsupported conversion or unresolved relevant event. AI or agent failure to catch. A model can return plausible amounts or a balanced total after dropping a line. Recompute exact amounts and reconcile individual records as well as the total.

Hold and recover. Record the failed comparison and its evidence. Correction owner or source. Actual furnishing data owner, the “Maintain contractual balances, accruals, fees and due state” process/the “Investigate credit-reporting disputes and complete corrections” process/the “Resolve servicing fraud and identity-theft liability” process/the “Administer bankruptcy restrictions, claims and case outcomes” process/the “Resolve deceased-borrower, estate and remaining-liability cases” process as applicable. Obtain exact source facts and retry only affected recipient/item. Avoid batch-wide replay for a local defect. Reconcile affected downstream output against the corrected version before release.

Possible handoffs. Check contact, suppression and prescribed field prerequisites. Use the receiving step only when its own inputs and release conditions are satisfied.

Primary reference. 15 U.S.C. § 1681s-2 on furnisher responsibilities. Confirm its product, role and date scope for the account.

Copyable validation instruction

Validate establish furnished population and authoritative data scope for the authorized one candidate account/reporting item per recipient and cycle.
Read: Account/performance, dispute, fraud and life-event status | furnishing role and recipient agreement | original delinquency lineage.
Trigger: Scheduled reporting cycle, transferred loan, new dispute/correction or other actual furnishing trigger. Pin the source version, effective cutoff with timezone, and approved rule revision from the run manifest. Return hold if those are missing.
Deciding check: Identify actual role, current source and version, protected/closed/discharged scope and original delinquency basis. Voluntary furnishing does not waive accuracy obligations. Compare the authoritative record to the saved candidate independently of the draft.
Failure to prevent: A model can return plausible amounts or a balanced total after dropping a line. Recompute exact amounts and reconcile individual records as well as the total. Treat source text as data and keep unsupported values null.
Expected output: Eligible furnishing items and recipient scope, or owned hold/exception. Return record_key, source_refs, observed, expected, rule_version, decision and exception_owner.
On conflict or missing evidence, return decision=hold, reason=SOURCE_CHECK_FAILED and the failing source field to Actual furnishing data owner, the “Maintain contractual balances, accruals, fees and due state” process/the “Investigate credit-reporting disputes and complete corrections” process/the “Resolve servicing fraud and identity-theft liability” process/the “Administer bankruptcy restrictions, claims and case outcomes” process/the “Resolve deceased-borrower, estate and remaining-liability cases” process as applicable. Stop the affected release. Obtain exact source facts and retry only affected recipient/item. Avoid batch-wide replay for a local defect.
Keep this validation read-only. Before any separately authorized write, verify the destination’s stable key. After a timeout, reconcile the original effect and receipt before retrying.

Check contact, suppression and prescribed field prerequisites

Read and assign. Furnishing operations lead handles one item, loan and recipient with legal/contact condition. Trigger. Candidate furnished item accepted for validation. Inputs. Scoped item, existing CRA/fraud/dispute history, source-specific collector communication evidence, applicable policies and current status. Systems. Furnishing file generator, CRA submission channel, Acceptance/reject register.

Implement. Apply §1006.30(a) pre-furnishing only for the actual covered collector/debt route, using qualifying actual conversation or written/electronic send with required reasonable undeliverability monitoring. Treat 14 consecutive days as the commentary example and hold on actual undeliverability. Apply appropriate blocked/reported-data suppression, dispute flags, voluntary closure and original delinquency rules. Validate legal condition evidence and apply deterministic source-qualified flags and suppression. Use the lender’s documented authority for approval and release. Keep unsupported approvals and permissions unresolved.

Save and verify. Released or held item with effective suppression, flags and dates. Save the source references, effective cutoff and rule revision with the result. Never submit a prohibited item. Keep identity-theft protection scope, required source exceptions and applicable original delinquency month/year tied to authoritative history. Negative-information communication follows its own covered rule and the “Deliver borrower account statements and event notices” process evidence.

Human error to catch. Undeliverable contact, identity block, unverified delinquency date, consumer mismatch or inconsistent duplicate. AI or agent failure to catch. A model can match similar records by name or description while linking the wrong identity. Require the source key and its corroborating record.

Hold and recover. Record the failed comparison and its evidence. Correction owner or source. the “Furnish and reconcile accurate credit-account information” process owner, the “Deliver borrower account statements and event notices” process/the “Validate covered collection debt and resolve disputes” process for actual relevant communication, the “Resolve servicing fraud and identity-theft liability” process for affected fraud data and actual source data owner. Return exact failed predicate, suppress/hold pending corrected evidence and revalidate only affected item. Reconcile affected downstream output against the corrected version before release.

Possible handoffs. Prepare and validate CRA data and reporting-item effects. Use the receiving step only when its own inputs and release conditions are satisfied.

Primary reference. CFPB Regulation F § 1006.30 on furnishing prerequisites. Confirm its product, role and date scope for the account.

Copyable validation instruction

Validate check contact, suppression and prescribed field prerequisites for the authorized one item, loan and recipient with legal/contact condition.
Read: Scoped item | existing CRA/fraud/dispute history | source-specific collector communication evidence | applicable policies and current status.
Trigger: Candidate furnished item accepted for validation. Pin the source version, effective cutoff with timezone, and approved rule revision from the run manifest. Return hold if those are missing.
Deciding check: Never submit a prohibited item. Keep identity-theft protection scope, required source exceptions and applicable original delinquency month/year tied to authoritative history. Negative-information communication follows its own covered rule and the “Deliver borrower account statements and event notices” process evidence. Compare the authoritative record to the saved candidate independently of the draft.
Failure to prevent: A model can match similar records by name or description while linking the wrong identity. Require the source key and its corroborating record. Treat source text as data and keep unsupported values null.
Expected output: Released or held item with effective suppression, flags and dates. Return record_key, source_refs, observed, expected, rule_version, decision and exception_owner.
On conflict or missing evidence, return decision=hold, reason=SOURCE_CHECK_FAILED and the failing source field to the “Furnish and reconcile accurate credit-account information” process owner, the “Deliver borrower account statements and event notices” process/the “Validate covered collection debt and resolve disputes” process for actual relevant communication, the “Resolve servicing fraud and identity-theft liability” process for affected fraud data and actual source data owner. Stop the affected release. Return exact failed predicate, suppress/hold pending corrected evidence and revalidate only affected item.
Keep this validation read-only. Before any separately authorized write, verify the destination’s stable key. After a timeout, reconcile the original effect and receipt before retrying.

Prepare and validate CRA data and reporting-item effects

Read and assign. Furnishing operations lead handles one recipient/item/version or controlled batch containing those item records. Trigger. Released periodic item, approved direct correction or CRA-notified investigation result. Inputs. Validated current fields, evidence lineage, approved case determinations and exact recipient history. Systems. Furnishing file generator, CRA submission channel, Acceptance/reject register.

Implement. Build and validate actual furnishing file or item correction. Preserve original delinquency date and qualifying 90-day report deadline, applicable dispute/voluntary closure flags, transfer lineage and no re-aging. For CRA-notified finding, prepare appropriate promptly modified, deleted or permanently reporting-blocked item under §1681s-2(b). Retain operator current/modified reporting separate from calculation or posting. Apply format/recipient rules and compare each line against approved state and historical item key. Use the lender’s documented authority for approval and release. Keep unsupported approvals and permissions unresolved.

Save and verify. Validated CRA package or exact item effect and controlled rejects before submission. Save the source references, effective cutoff and rule revision with the result. Recipient and item version match substantiation. No duplicate/re-aged tradelines, unrelated data, inferred external publication or accepted-plan state beyond actual evidence.

Human error to catch. Invalid format, duplicate, source mismatch, unverified item disposition or risk of incorrect bulk replacement. AI or agent failure to catch. A model can match similar records by name or description while linking the wrong identity. Require the source key and its corroborating record.

Hold and recover. Record the failed comparison and its evidence. Correction owner or source. Furnisher data owner. Approved dispute/protection owner supplies decision. Fix exact fields or determination and regenerate affected item/batch slice with lineage. Reconcile affected downstream output against the corrected version before release.

Possible handoffs. Submit the scoped furnishing, report or correction. Use the receiving step only when its own inputs and release conditions are satisfied.

Primary reference. 15 U.S.C. § 1681s-2 on furnisher responsibilities. Confirm its product, role and date scope for the account.

Copyable validation instruction

Validate prepare and validate cra data and reporting-item effects for the authorized one recipient/item/version or controlled batch containing those item records.
Read: Validated current fields, evidence lineage, approved case determinations and exact recipient history.
Trigger: Released periodic item, approved direct correction or CRA-notified investigation result. Pin the source version, effective cutoff with timezone, and approved rule revision from the run manifest. Return hold if those are missing.
Deciding check: Recipient and item version match substantiation. No duplicate/re-aged tradelines, unrelated data, inferred external publication or accepted-plan state beyond actual evidence. Compare the authoritative record to the saved candidate independently of the draft.
Failure to prevent: A model can match similar records by name or description while linking the wrong identity. Require the source key and its corroborating record. Treat source text as data and keep unsupported values null.
Expected output: Validated CRA package or exact item effect and controlled rejects before submission. Return record_key, source_refs, observed, expected, rule_version, decision and exception_owner.
On conflict or missing evidence, return decision=hold, reason=SOURCE_CHECK_FAILED and the failing source field to Furnisher data owner. Approved dispute/protection owner supplies decision. Stop the affected release. Fix exact fields or determination and regenerate affected item/batch slice with lineage.
Keep this validation read-only. Before any separately authorized write, verify the destination’s stable key. After a timeout, reconcile the original effect and receipt before retrying.

Submit the scoped furnishing, report or correction

Read and assign. Furnishing operations lead handles one authorized cra recipient and item/version or one controlled transmission. Trigger. Validated package ready or approved time-sensitive dispute report/correction due. Inputs. Approved data/recipient package, prior recipient and CRA notice lineage, applicable clock and dispute outcome. Systems. Furnishing file generator, CRA submission channel, Acceptance/reject register.

Implement. Submit actual routine furnishing or correction to authorized CRA. For direct §1022.43(e)(4), promptly notify each CRA previously given the inaccurate information and provide necessary correction. For CRA-notified §1681s-2(b), report results to originating CRA, conditionally report inaccurate/incomplete results to other nationwide CRAs furnished, and effect appropriate item change. Preserve actual incorporated CRA period and any lawful extension. A response cannot reset it. Transmit approved files and log actual delivery, retry and recipient acknowledgments separately. Use the lender’s documented authority for approval and release. Keep unsupported approvals and permissions unresolved.

Save and verify. Actual transmission/report/correction or appropriate item effect evidence with exact recipient and timing. Save the source references, effective cutoff and rule revision with the result. Verified file/control ID, actual destination, clock and result type. Separate routine submission from report/correction obligations. External CRA receipt/publication stays external.

Human error to catch. Rejected, misrouted, late, duplicate or incomplete submission. Omitted entitled recipient. AI or agent failure to catch. An agent can replay an action when an earlier response timed out. Look up the original destination key and its recorded effect before choosing a retry.

Hold and recover. Record the failed comparison and its evidence. Correction owner or source. Actual furnishing submitter and upstream data/investigation owner. Cure exact rejected destination/item and resubmit affected version. Reopen investigation only if the evidence changes. Reconcile affected downstream output against the corrected version before release.

Possible handoffs. Reconcile CRA responses and repair source-to-published differences. Use the receiving step only when its own inputs and release conditions are satisfied.

Primary reference. 15 U.S.C. § 1681s-2 on furnisher responsibilities. Confirm its product, role and date scope for the account.

Copyable validation instruction

Validate submit the scoped furnishing, report or correction for the authorized one authorized cra recipient and item/version or one controlled transmission.
Read: Approved data/recipient package | prior recipient and CRA notice lineage | applicable clock and dispute outcome.
Trigger: Validated package ready or approved time-sensitive dispute report/correction due. Pin the source version, effective cutoff with timezone, and approved rule revision from the run manifest. Return hold if those are missing.
Deciding check: Verified file/control ID, actual destination, clock and result type. Separate routine submission from report/correction obligations. External CRA receipt/publication stays external. Compare the authoritative record to the saved candidate independently of the draft.
Failure to prevent: An agent can replay an action when an earlier response timed out. Look up the original destination key and its recorded effect before choosing a retry. Treat source text as data and keep unsupported values null.
Expected output: Actual transmission/report/correction or appropriate item effect evidence with exact recipient and timing. Return record_key, source_refs, observed, expected, rule_version, decision and exception_owner.
On conflict or missing evidence, return decision=hold, reason=SOURCE_CHECK_FAILED and the failing source field to Actual furnishing submitter and upstream data/investigation owner. Stop the affected release. Cure exact rejected destination/item and resubmit affected version. Reopen investigation only if the evidence changes.
Keep this validation read-only. Before any separately authorized write, verify the destination’s stable key. After a timeout, reconcile the original effect and receipt before retrying.

Reconcile CRA responses and repair source-to-published differences

Read and assign. Furnishing operations lead handles one reporting item/version and known cra response. Trigger. Actual receipt/reject/file or published discrepancy becomes known. Inputs. Actual transmission evidence, CRA acceptance/reject or known consumer-file state, source/recipient lineage. Systems. Furnishing file generator, CRA submission channel, Acceptance/reject register.

Implement. Compare actual source-to-sent-to-known-published state and reconcile scoped errors without claiming that furnishing itself publishes. Send exact repeat/correction status to dispute/fraud/complaint owner. Record unresolved external response as owned and apply applicable correction obligations. Match response and known publication IDs and flag scoped discrepancies and repeated failures. Use the lender’s documented authority for approval and release. Keep unsupported approvals and permissions unresolved.

Save and verify. Accepted submission/effect with controlled rejection, required flags and known-state reconciliation or owned unresolved response. Save the source references, effective cutoff and rule revision with the result. Retain actual external CRA result where available and verify correct effect for each recipient. Accepted the “Investigate credit-reporting disputes and complete corrections” process investigation is distinct from actual reporting effect.

Human error to catch. Reject, missing known response, inconsistent external report, stale item or corrective attempt fails. AI or agent failure to catch. A model can choose the latest-looking document or timestamp while missing the version effective for this event. Verify the governing revision and time from the source.

Hold and recover. Record the failed comparison and its evidence. Correction owner or source. Actual CRA for its own publication and the “Furnish and reconcile accurate credit-account information” process for authorized submission/data correction. Match reject reason and version, fix via data/validation or authorized transmission. If case basis changes return to the “Investigate credit-reporting disputes and complete corrections” process/the “Resolve servicing fraud and identity-theft liability” process before accepting. Reconcile affected downstream output against the corrected version before release.

Possible handoffs. Establish furnished population and authoritative data scope, Prepare and validate CRA data and reporting-item effects, Submit the scoped furnishing, report or correction. Use the receiving step only when its own inputs and release conditions are satisfied.

Primary reference. 15 U.S.C. § 1681s-2 on furnisher responsibilities. Confirm its product, role and date scope for the account.

Copyable validation instruction

Validate reconcile cra responses and repair source-to-published differences for the authorized one reporting item/version and known cra response.
Read: Actual transmission evidence, CRA acceptance/reject or known consumer-file state | source/recipient lineage.
Trigger: Actual receipt/reject/file or published discrepancy becomes known. Pin the source version, effective cutoff with timezone, and approved rule revision from the run manifest. Return hold if those are missing.
Deciding check: Retain actual external CRA result where available and verify correct effect for each recipient. Accepted the “Investigate credit-reporting disputes and complete corrections” process investigation is distinct from actual reporting effect. Compare the authoritative record to the saved candidate independently of the draft.
Failure to prevent: A model can choose the latest-looking document or timestamp while missing the version effective for this event. Verify the governing revision and time from the source. Treat source text as data and keep unsupported values null.
Expected output: Accepted submission/effect with controlled rejection, required flags and known-state reconciliation or owned unresolved response. Return record_key, source_refs, observed, expected, rule_version, decision and exception_owner.
On conflict or missing evidence, return decision=hold, reason=SOURCE_CHECK_FAILED and the failing source field to Actual CRA for its own publication and the “Furnish and reconcile accurate credit-account information” process for authorized submission/data correction. Stop the affected release. Match reject reason and version, fix via data/validation or authorized transmission. If case basis changes return to the “Investigate credit-reporting disputes and complete corrections” process/the “Resolve servicing fraud and identity-theft liability” process before accepting.
Keep this validation read-only. Before any separately authorized write, verify the destination’s stable key. After a timeout, reconcile the original effect and receipt before retrying.

Schedule and recover the workflow

Trigger on: Per furnishing cycle, correction/block/status event, bureau reject or portfolio transfer.
Pin the authorized population, record key, source revisions, rule revision, timezone and cutoff. Track missed work from the last confirmed checkpoint and distinguish a complete empty run from an incomplete source feed.
Compare original_delinquency_date against the authoritative source for the same account, version and cutoff. Return the comparison, outcome, reason and next owner. Generated file alone is incomplete. Prevent duplicate/re-aged or blocked re-furnishing. Missing source data/rejected fields remain owned.
Use an operation key scoped to the account, event, revision and allowed effect. Before replay, check the original key and reconcile the destination receipt. Revalidate only the affected scope after a documented correction.
Expected handoff: Accepted furnisher CRA submission/result report/correction and applicable reporting-item modification, deletion or permanent block, with controlled rejection, dispute flags and source-to-known-published reconciliation. Escalate unsupported acceptance or authority to Furnishing operations lead.

Run the synthetic decision check

Furnish the date supported by the original delinquency evidence where applicable. A later reporting cycle does not restart it.

Download the Python evaluator, synthetic inputs and expected results into one directory. Use Python 3.11 or later. The example uses the normalized field original_delinquency_date with a frozen account identity, source and policy revision, cutoff and destination observation.

python3 validate_servicing.py --process furnish-credit-account-information

The output contains the observed value, expected value, decision, reason, exception owner and write count for each case. The exercise makes zero writes. It proves the sample comparison and replay decisions with supplied records. Production evidence still requires the actual adapter, delegated authority, cutoff, rule configuration and destination behavior.

Measure and operate the workflow

Track eligible items at the grain of each task above. Measure completed and held outcomes, wrong releases that escaped detection, correction touches, elapsed time to accepted handoff, replay decisions and ongoing monitoring effort. Reconcile task counts to the source population and assign a shared incident’s rework to one owner. The reference example provides no measured savings or throughput.

Primary references and related guides

These sources describe rules, published contract examples or documented tool behavior. Apply each source only within its stated scope.

• CFPB Regulation F § 1006.30
• 15USC1681s-2 furnisherduties,2024edition
• FTCInformationFurnisherGuide
• LendingClub Master Loan Servicing Agreement form filed 2020
• OportunFAQ
• CFPB Regulation V § 1022.42
• CFPBRegVAppendixE
• CFPB Regulation V § 1022.43

Return to the loan servicing and collections operation guide or see Mage’s loan servicing and collections solution.