{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp09_archetype_breadth150_20260804","research_id":"eoa_inverse_innovation_exp09_light_prior_art_20260804","cell_id":"deadweight_loss_reduction__accounting_auditing","search_lanes":{"direct_problem_and_intervention":{"queries":["manual journal entry approval threshold risk based workflow recurring entries approval","journal entry approval delays month end close bottleneck manual journal entries","manual journal entry approval bottleneck close delay controller review"],"source_ids":["SRC1","SRC3"],"no_result_note":null},"synonyms_and_historical_terms":{"queries":["journal entry testing risk based selection unusual entries amount threshold audit standard","risk based journal approval workflow unusual recurring entries","journal entry approvals recurring standard entries risk based internal control"],"source_ids":["SRC2","SRC3"],"no_result_note":null},"products_practices_and_standards":{"queries":["SAP journal entry approval workflow amount threshold risk based","BlackLine journal entry risk based approval routing recurring journals","Trintech risk based journal entry approval workflow recurring standard","Oracle journal approval workflow conditions source category amount journal entry"],"source_ids":["SRC2","SRC3","SRC4"],"no_result_note":null},"component_combination":{"queries":["journal entry approval workflow conditions account type amount threshold","manual journal entry approval workflow automated validation audit trail exceptions","risk based journal routing eliminate low risk approvals financial close"],"source_ids":["SRC2","SRC3","SRC4"],"no_result_note":null}},"sources":[{"source_id":"SRC1","title":"General Ledger Journal Entry Policy and Procedure","publisher":"University of Rochester","url":"https://www.rochester.edu/adminfinance/finance/wp-content/uploads/2022/05/General-Ledger-Journal-Entry-Policy-and-Procedure.pdf","source_type":"OFFICIAL_GUIDANCE","claims_supported":["Manual entries require supporting documentation and approval by someone other than the preparer.","Unapproved journals can be moved to a later period, cancelled, or require resubmission during close.","The policy explicitly warns that journals awaiting additional approvals can create month-end bottlenecks.","Recurring and allocation journals receive differentiated handling through centralized setup."]},{"source_id":"SRC2","title":"AS 2401: Consideration of Fraud in a Financial Statement Audit","publisher":"Public Company Accounting Oversight Board","url":"https://pcaobus.org/oversight/standards/auditing-standards/details/AS2401","source_type":"OFFICIAL_STANDARD","claims_supported":["Management is responsible for designing and maintaining controls that prevent, deter, and detect fraud.","Journal-entry risk is not determined by amount alone; relevant characteristics include unusual accounts, preparer identity, timing, explanation, estimates, intercompany activity, related parties, and whether an entry is outside normal business.","Recurring standard entries and nonstandard entries can have different control and risk profiles.","Automated exception reports, preformatted entries, approval criteria, supporting evidence, and specific-item testing are recognized control or audit considerations.","Even effective controls do not eliminate required auditor procedures addressing management override."]},{"source_id":"SRC3","title":"AI Risk Rating in Dynamic Approval Routing for Journal Entry","publisher":"Trintech","url":"https://www.trintech.com/blog/enhancing-risk-management-for-manual-journal-entry-with-artificial-intelligence/","source_type":"FIRST_PARTY_PRODUCT","claims_supported":["Trintech describes amount-based journal approval routing as a typical baseline whose materiality proxy can miss high-risk accounts.","Its Cadency product assigns journal risk ratings from multiple variables and routes journals to approvers according to risk.","The product is presented as eliminating high-volume approvals for low-risk journals while escalating higher-risk journals.","Low-risk journals can bypass an approval workflow, while higher-risk journals receive greater visibility and appropriate approval.","The claimed purpose includes reducing close workload, time, and cost while preserving transparency."]},{"source_id":"SRC4","title":"Journal Entry Automation Software Powered by Verity AI","publisher":"BlackLine","url":"https://www.blackline.com/products/financial-close/journals/","source_type":"FIRST_PARTY_PRODUCT","claims_supported":["BlackLine offers standardized templates, configurable rules, validation, review, approval, posting, and audit-oriented journal workflows.","The product can auto-certify entries deemed reasonable and dynamically route approvals using conditions such as amount thresholds and roles.","BlackLine identifies traditional manual journal processes as time-consuming and difficult to sustain at high volume.","The product aims to save close capacity while strengthening controls and audit readiness."]}],"problem_evidence":{"status":"PARTLY_SUPPORTED","finding":"The general problem mechanism is visible: an official operating policy shows that pending journal approvals can delay close, force journals into later periods, or cause cancellation, while PCAOB risk factors and commercial systems show that amount alone is an incomplete journal-risk proxy. The retained sources do not establish that the specified company has a $50,000 second gate, that its senior-review queue is disproportionately occupied by routine entries, or that smaller unusual entries escape review; those remain site-specific empirical questions.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"closest_prior_art":[{"name":"Trintech Cadency AI Risk Rating with Dynamic Journal Approval","source_ids":["SRC3"],"overlap":"This is a close functional match: it starts from amount-based journal routing, calculates risk using additional variables, reduces or bypasses low-risk approvals, directs higher-risk journals to appropriate approvers, and claims reduced financial-close workload and delay.","remaining_difference":"The source does not establish the proposal's exact governance pattern: retaining a separate independent first-level approval while removing only a corporate-controller gate for a predefined recurring class, testing the rules first in read-only shadow mode, and using the stated exclusions, reproducibility checks, incidence review, guardrails, and immediate rollback triggers."},{"name":"BlackLine Journal Entry","source_ids":["SRC4"],"overlap":"It combines standardized templates, automated validation, auto-certification of reasonable entries, configurable approval routing, audit trails, and capacity reduction during close.","remaining_difference":"The public product description does not specify a controlled substitution for one particular amount-only second gate, the proposal's detailed high-risk exclusions, or its retrospective threshold-centered shadow experiment."},{"name":"PCAOB risk-characteristic approach to journal-entry testing","source_ids":["SRC2"],"overlap":"The standard distinguishes recurring from nonstandard entries and identifies account, timing, preparer, estimate, related-party, support, and unusual-transaction characteristics as relevant to journal-entry risk rather than relying solely on monetary value.","remaining_difference":"This governs external-audit risk assessment and testing, not management's production approval routing. It neither authorizes bypassing an internal approval nor supplies evidence that the proposed eligible class can safely omit senior review."}],"prior_art_disposition":"SUBSTANTIAL_COLLISION","contrastive_claim_remaining":"The broad idea of replacing amount-only journal approval routing with multi-attribute risk routing is already directly disclosed and commercially implemented. The remaining falsifiable contrast is narrower: for this company's recurring, fully supported entries at or above $50,000, removing only the second corporate-controller gate—while retaining independent first-level approval, immutable evidence, deterministic pre-posting checks, mandatory risk-flag escalation, and explicit rollback—will reduce queue and downstream close delay without allowing any entry associated with a consequential senior-review correction or escalation to bypass that review.","contrastive_claim_falsifier":"The remaining claim is falsified if the amount-only gate produces no incremental delay or displaced capacity after controlling for complexity and close-day volume; if eligibility cannot be reproduced from information available before posting; if any retrospectively corrected or escalated entry would bypass senior review; or if a bounded pilot breaches support, segregation, correction, exception, gaming, or control-incident guardrails.","gates":{"adequate_source_search":{"status":"PASS","rationale":"The search covered direct wording, older risk-based journal-testing terminology, approval and close-bottleneck evidence, official standards, and first-party workflow products. Four opened sources span four publishers and include official and first-party material.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"supported_problem":{"status":"PASS","rationale":"The general problem is partly supported: official policy documents approval-related close bottlenecks and PCAOB guidance plus product evidence show that journal risk depends on characteristics beyond amount. The exact company's threshold effects still require measurement.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"distinct_testable_claim":{"status":"PASS","rationale":"Although the broad intervention substantially collides with existing practice, the company-specific claim about removing only a second gate for a deterministic recurring class has measurable exposure, routing, delay, correction, and escalation outcomes and explicit falsifiers.","source_ids":["SRC1","SRC2","SRC3"]},"bounded_next_test":{"status":"PASS","rationale":"A read-only reconstruction of two completed closes, restricted threshold-band population, capped comparison sample, and blinded independent shadow classifications is bounded and reversible. It can estimate agreement and false-bypass risk without changing posting permissions or approvals.","source_ids":["SRC1","SRC2","SRC3","SRC4"]},"no_obvious_safety_or_authority_stop":{"status":"PASS","rationale":"No obvious stop applies to the proposed read-only analysis. Any production change must remain under controller and control-governance authority, preserve segregation and evidence, and be coordinated with Internal Audit and the external auditor because PCAOB requirements continue to address journal controls and management override regardless of internal streamlining.","source_ids":["SRC1","SRC2"]}},"screen_survival":false,"world_novelty_boundary":"This bounded public-web screen found substantial collision with commercial risk-based journal approval routing. It does not establish world novelty, patentability, freedom to operate, market size, expert acceptance, regulatory sufficiency, control effectiveness, or realized value; those would require broader patent, product, professional, legal, and organization-specific evidence."}