{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp09_archetype_breadth150_20260804","research_id":"eoa_inverse_innovation_exp09_light_prior_art_20260804","cell_id":"agentic_control_loop_design__accounting_auditing","search_lanes":{"direct_problem_and_intervention":{"queries":["account reconciliation exceptions aged reconciling items investigation evidence escalation period end close","reconciliation open items aging root cause corrective action financial close"],"source_ids":["SRC1","SRC2","SRC3"],"no_result_note":null},"synonyms_and_historical_terms":{"queries":["suspense account transactions aged balances research clear reconcile document","account substantiation reconciling items discrepancy investigation close"],"source_ids":["SRC1","SRC2"],"no_result_note":null},"products_practices_and_standards":{"queries":["BlackLine account reconciliations exception handling review audit trail","FloQast reconciliation management preparers reviewers documentation subledger GL","PCAOB AS 2201 reconciliation period-end authority competence segregation duties"],"source_ids":["SRC2","SRC3","SRC4"],"no_result_note":null},"component_combination":{"queries":["reconciliation workflow root cause corrective action evidence feedback","reconciling item owner authority access action review rerun","account reconciliation causal hypothesis corrective action feedback loop"],"source_ids":["SRC1","SRC2","SRC3","SRC4"],"no_result_note":null}},"sources":[{"source_id":"SRC1","title":"Department of Defense: Additional Actions to Improve Suspense Account Transactions Would Strengthen Financial Reporting","publisher":"U.S. Government Accountability Office","url":"https://www.gao.gov/products/gao-21-132","source_type":"PRIMARY_RESEARCH","claims_supported":["GAO found aged suspense-account transactions, insufficient and inconsistently implemented procedures, unreliable financial information, and failures to record, reconcile, remove, and document transactions consistently and promptly.","Balance-clearing initiatives reduced amounts without identifying root causes or establishing adequate corrective actions, creating a risk that balances would accumulate again.","The report directly supports the existence of aged accounting exceptions and recurring discrepancies when investigation guidance and root-cause remediation are incomplete, although its setting is federal suspense accounts rather than a corporate subledger-to-ledger close."]},{"source_id":"SRC2","title":"AI-Powered Account Reconciliation Software","publisher":"BlackLine","url":"https://www.blackline.com/products/financial-close/account-reconciliations/","source_type":"FIRST_PARTY_PRODUCT","claims_supported":["BlackLine describes reconciliation as frequently reactive and manual, causing wasted time, errors, and reduced analytical capacity.","The product unifies financial data, structures reconciliation preparation, preserves an audit trail of AI actions, groups transactions into actionable views, exposes prior reconciliations, detects inaccuracies, and integrates transaction matching, exception handling, and review.","This overlaps with observation, investigation support, exception handling, feedback, review, and policy-aligned action records, but the opened page does not establish a mandatory exception-specific causal-hypothesis register and contradiction-driven next-action rule."]},{"source_id":"SRC3","title":"Account Reconciliation Automation","publisher":"FloQast","url":"https://www.floqast.com/automate-the-close/products/automated-reconciliations","source_type":"FIRST_PARTY_PRODUCT","claims_supported":["FloQast centralizes reconciliation documentation and integrates with general ledgers, subledgers, source systems, and document repositories.","It assigns preparers, reviewers, and due dates; provides review notes, status visibility, and audit reports; and automates transaction matching between subledgers and the general ledger.","This overlaps with access, ownership, collaboration, evidence, review, and automated balance feedback, but the opened page does not describe explicit causal assumptions, diagnostic-value action selection, or controllability-based accountability for each exception."]},{"source_id":"SRC4","title":"AS 2201: An Audit of Internal Control Over Financial Reporting That Is Integrated with An Audit of Financial Statements","publisher":"Public Company Accounting Oversight Board","url":"https://pcaobus.org/oversight/standards/auditing-standards/details/AS2201","source_type":"OFFICIAL_STANDARD","claims_supported":["AS 2201 requires evaluation of the period-end reporting process, including procedures for authorizing and processing general-ledger journal entries and adjustments, process inputs and outputs, participants, and oversight.","The standard requires understanding transaction flows and authorization, identifying where misstatements can arise, and evaluating controls performed by people with necessary authority and competence.","It supports the proposal's authority, evidence, materiality, control, oversight, and segregation-sensitive boundaries, while not prescribing the proposed exception-level steward loop."]}],"problem_evidence":{"status":"PARTLY_SUPPORTED","finding":"The problem is visible. GAO documents aged accounting transactions, incomplete investigative guidance, root causes left unaddressed, inconsistent reconciliation and documentation, unreliable reporting, and recurrence risk. BlackLine independently characterizes reconciliation work as reactive and manual, while both product sources address dependencies involving data access, documentation, assignments, review, and exception handling. These sources do not directly measure the proposal's full corporate-close pattern of repeated evidence requests, unclear correction authority, circular escalation, and falsely resolved items, so support is partial rather than complete.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"closest_prior_art":[{"name":"BlackLine Account Reconciliations and Verity Prepare","source_ids":["SRC2"],"overlap":"End-to-end reconciliation preparation, unified data, actionable transaction views, prior-period visibility, anomaly detection, integrated matching, exception handling, review, policy-aligned actions, and an action audit trail cover much of the proposed observation-action-feedback structure.","remaining_difference":"The retained description does not show that every exception carries an explicit causal hypothesis, enumerated safe action repertoire, diagnostic-value selection rule, predicted effect, contradiction-triggered model update, and accountability based on actual controllability."},{"name":"FloQast Reconciliation Automation","source_ids":["SRC3"],"overlap":"General-ledger and subledger integration, centralized evidence, preparer-reviewer assignments, deadlines, review notes, workflow visibility, audit reporting, and automated matching address access, execution, review, and feedback dependencies.","remaining_difference":"The retained description does not establish an exception-specific world model or a formal rule that failed action predictions must revise the explanation and govern the next permitted action."},{"name":"GAO corrective-action recommendations for DOD suspense-account transactions","source_ids":["SRC1"],"overlap":"The report connects aged unresolved accounting transactions with inadequate procedural guidance, incomplete root-cause identification, missing corrective action, unreliable balances, and recurrence risk.","remaining_difference":"It recommends stronger policy, procedures, root-cause identification, and remediation at an organizational level rather than a bounded, adaptive steward loop for each exception."},{"name":"PCAOB AS 2201 period-end and transaction-flow control requirements","source_ids":["SRC4"],"overlap":"The standard joins process inputs and outputs, transaction lineage, authorization, adjustment controls, materiality, competence, evidence, oversight, and segregation-sensitive control design.","remaining_difference":"It specifies audit and control objectives rather than an operational protocol that gives a reconciliation preparer bounded investigative choices with prediction-linked feedback and model revision."}],"prior_art_disposition":"ADJACENT_PRIOR_ART","contrastive_claim_remaining":"For one reconciliation class, adding an exception-level causal hypothesis, enumerated safe action menu, diagnostic-value selection rule, verified access and authority boundary, action-specific rerun or reviewer result, contradiction-driven hypothesis update, and controllability attribution will produce earlier informative decisions, earlier justified escalation, and clearer delay attribution than an exception tracker plus responsibility workflow, without expanding posting or policy authority.","contrastive_claim_falsifier":"The claim is falsified if the comparison workflow already operationalizes all of those coupled elements, or if a matched retrospective or controlled pilot finds no improvement in time to an informative decision, frequency of evidence-based hypothesis revision, timeliness of justified escalation, or agreement about controllable versus uncontrollable delay.","gates":{"adequate_source_search":{"status":"PASS","rationale":"The search covered direct wording, suspense-account and account-substantiation terminology, current reconciliation products, an official auditing standard, and combinations of root cause, authority, evidence, action, and feedback. Exactly four opened sources from four publishers were retained, including primary research, first-party product sources, and an official standard.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"supported_problem":{"status":"PASS","rationale":"GAO provides direct evidence of aged accounting exceptions, inadequate investigative guidance, unaddressed root causes, inconsistent reconciliation and documentation, recurrence, and reporting consequences. Product sources corroborate reactive manual work and the importance of data, documentation, workflow, review, and exception handling. The narrower corporate-close mechanism remains only partly supported.","source_ids":["SRC1","SRC2","SRC3"]},"distinct_testable_claim":{"status":"PASS","rationale":"The remaining claim distinguishes a specific coupled bundle from existing exception-management workflows and identifies measurable comparative outcomes: decision time, hypothesis revision, escalation timing, and attribution agreement.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"bounded_next_test":{"status":"PASS","rationale":"A read-only retrospective of five exceptions from one completed close can reconstruct actions, evidence availability, authority, predictions, results, assumption changes, waits, and escalations without changing entries, access, permissions, or live controls. Existing product and standard practices provide concrete baseline fields against which to code the proposed additions.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"no_obvious_safety_or_authority_stop":{"status":"PASS","rationale":"The retrospective test is non-operational and can be restricted to already authorized records and interviews. AS 2201 reinforces that journal authorization, competence, evidence, oversight, and segregation-sensitive controls must remain intact. No retained source reveals a prohibition on the read-only test; any later pilot must halt upon unauthorized access, control bypass, or delayed fraud or compliance escalation.","source_ids":["SRC4"]}},"screen_survival":true,"world_novelty_boundary":"This bounded public-web search found substantial adjacent product, government-audit, and control-standard prior art but no retained source describing the entire coupled exception-level steward loop. It cannot establish world novelty, patentability, market size, expert acceptance, realized value, or freedom to operate. Patents, paywalled literature, detailed product documentation, consulting methods, internal accounting procedures, and nonpublic implementations could contain a closer match."}