{"schema_version":1,"experiment_id":"eoa_inverse_innovation_exp06_four_proposal_generalization60_20260803","cell_id":"catalytic_pathway_enablement__accounting_auditing","arm":"COMPLETE_PROPOSAL_PORTFOLIO","candidate_id":"cpei-aa-003-lease-precedent-capsule","proposal_index":3,"version":0,"title":"Regenerating Accounting-Precedent Capsule for Routine Lease Amendments","problem":"When an organization executes lease amendments that fit a previously resolved accounting fact pattern, each amendment may still enter the full technical-accounting pathway. Preparers reconstruct the contract abstract, identify decision-relevant facts, rebuild calculations and memo language, re-establish how the approved policy applies, and seek scarce specialist review. The accounting endpoint remains governed and attainable, but repeated reconstruction of an already validated reasoning pathway delays the accounting package and competes with genuinely novel transactions for specialist attention.","actors":["Lease administrator supplying the executed amendment and current lease record","Business or procurement owner confirming commercial facts and side arrangements","Accounting preparer applying the capsule","Technical-accounting policy owner maintaining the approved analysis","Independent accounting reviewer checking the resulting treatment package","Controller retaining authority over accounting treatment and posting","Internal or external auditors inspecting evidence and control operation"],"observable_state":"For each amendment, observers can record time from complete intake to controller-ready package, preparer and specialist touch time, clarification cycles, missing-fact findings, eligibility decisions, reroutes to full analysis, calculation validation failures, disagreements with independent full reanalysis, capsule version, review queue, post-close corrections, and changes in governing assumptions. The relevant state is a queue containing both routine amendments and genuinely exceptional transactions because the organization cannot safely reuse its prior accounting analysis selectively.","consequence":"Routine cases occupy technical-accounting capacity, accounting packages may miss close deadlines, and rushed teams may produce inconsistent analyses or force exceptional transactions into an unsuitable precedent. Delayed accounting instructions can also create downstream posting, disclosure, review, and audit rework.","affected_objective":"Prepare complete, supportable, consistently reviewed accounting-treatment packages for eligible lease amendments while preserving transaction-specific judgment, authoritative accounting requirements, approval controls, auditability, and the controller's decision authority.","intervention":"Create a versioned accounting-precedent capsule for one narrowly defined class of routine lease amendments. The reusable capsule encodes a previously approved reasoning pathway, its permitted fact envelope, required evidence, locked invariants, calculation logic, memo structure, and conditions requiring full analysis. A case-specific intake contract supplies the executed amendment, current lease record, relevant dates and amounts, approvals, and attestations about side arrangements. Eligibility rules bind only matching cases to the capsule. A logged workflow fills the variable facts, performs calculations and consistency checks, and produces a draft treatment package for independent review. A technical-accounting specialist reviews exceptions and periodically assays admitted cases against full reanalysis. Changes in accounting requirements, contract practices, systems, or observed selectivity trigger revalidation, refresh, suspension, or retirement of the capsule.","structural_mapping":[{"archetype_element":"Target transformation specification","domain_realization":"Transform a complete, eligible lease-amendment evidence packet into a controller-ready accounting position, calculation, proposed journal instruction, disclosure inputs, and audit trail without changing the executed contract or approval requirements."},{"archetype_element":"Activation barrier model","domain_realization":"The recurring barrier is reconstruction of the same fact extraction, policy reasoning, calculation design, documentation structure, and specialist coordination for amendments already inside an approved fact envelope."},{"archetype_element":"Permitted pathway boundary","domain_realization":"The capsule may carry forward an approved analysis only for eligible facts. It may not interpret ambiguous agreements, assume absent evidence, ignore side arrangements, change accounting policy, authorize postings, or decide novel transactions."},{"archetype_element":"Reusable facilitator","domain_realization":"The versioned precedent capsule—reasoning tree, locked invariants, calculation model, evidence requirements, and memo template—remains separate from each completed treatment package and can process another eligible amendment."},{"archetype_element":"Facilitator-substrate interface","domain_realization":"The intake contract requires the executed amendment, current contract and accounting record, entity and counterparty identities, dates, currencies, amounts, approvals, modification history, and confirmation of related or side agreements."},{"archetype_element":"Selectivity rule","domain_realization":"Only cases matching the capsule's approved fact dimensions enter; ambiguous language, multiple linked modifications, missing instruments, unusual consideration, related-party features, conflicting evidence, or changed governing conditions route to full technical analysis."},{"archetype_element":"Facilitator regeneration cycle","domain_realization":"After each cycle, exceptions and reviewer corrections are examined, case data is separated from the reusable artifact, activity is reassessed, and the capsule is revalidated, refreshed, suspended, or retired as needed."},{"archetype_element":"Turnover capacity model","domain_realization":"Capacity combines valid capsule executions, independent-review slots, exception-review demand, cycle time, queue depth, revalidation downtime, and the rate at which admitted cases require substantive specialist reconstruction."},{"archetype_element":"Substrate access condition","domain_realization":"Published readiness and eligibility rules determine entry, while preparer support and a full-analysis route remain available so missing documentation or atypical facts do not become arbitrary exclusion."},{"archetype_element":"Saturation and interference monitor","domain_realization":"A dashboard separates excess eligible-case inflow from capsule degradation, indicated by rising reroutes, reviewer overrides, calculation failures, or full-reanalysis disagreements."},{"archetype_element":"Inhibitor or poison monitor","domain_realization":"The intake screen checks for missing amendments, side letters, inconsistent dates or amounts, stale contract records, policy changes, calculation-model changes, conflicts, and incentives to misclassify a case as routine."},{"archetype_element":"Byproduct and side-pathway guardrail","domain_realization":"Guardrails detect forced eligibility, unsupported assumptions, incorrect calculations, omitted disclosures, unauthorized postings, reviewer automation bias, and downstream accumulation of correction entries."},{"archetype_element":"Equilibrium neutrality check","domain_realization":"The capsule accelerates an accounting conclusion already supportable through full analysis; it cannot make an unsupported treatment acceptable or change the accounting requirements applying to the amendment."},{"archetype_element":"Accountable catalyst steward","domain_realization":"The technical-accounting policy owner controls capsule scope, validation, conflicts, monitoring, and retirement, while the controller retains final treatment authority and an independent reviewer approves each operational output."}],"mechanism_mapping":[{"mechanism_slug":"prevalidated_transformation_template","role":"Encodes the approved fact-to-treatment reasoning, locks invariants, exposes permitted variables, and carries the validated documentation structure across eligible amendments.","counterfactual_removal":"Without the capsule, each amendment must reconstruct and re-prove the accounting pathway, so the principal activation burden returns."},{"mechanism_slug":"interface_contract_design","role":"Defines required inputs, meaningful attestations, output contents, protected accounting boundaries, exception conditions, and capsule version.","counterfactual_removal":"Without an explicit interface, incomplete or semantically incompatible cases consume review capacity and may appear eligible based only on document shape."},{"mechanism_slug":"fast_track_with_eligibility_rules","role":"Binds objectively matching amendments to the lower-friction capsule pathway while sending any ambiguity or emerging complexity to full analysis.","counterfactual_removal":"Without selective admission, either every case remains on the full pathway or the capsule indiscriminately accelerates transactions outside its validated proof."},{"mechanism_slug":"workflow_automation_or_macro","role":"Populates the approved calculation and memo structure, runs consistency checks, logs inputs and outputs, and creates an exception record for every failed validation.","counterfactual_removal":"Without repeatable execution, preparers manually manipulate the capsule, reintroducing effort and allowing undocumented deviations from its invariants."},{"mechanism_slug":"catalyst_cofactor_system","role":"Treats complete executed documents, accurate lease records, side-arrangement attestations, current policy authority, secure systems, and independent review capacity as required complements whose sufficiency is checked.","counterfactual_removal":"Without cofactor checks, the capsule may receive inadequate evidence or operate after its governing authority has changed, falsely appearing self-sufficient."},{"mechanism_slug":"embedded_specialist_review_lane","role":"Provides bounded technical-accounting judgment for intake ambiguity, failed validations, and exceptions without turning the routine pathway into a rubber stamp or letting difficult cases occupy it indefinitely.","counterfactual_removal":"Without specialist escalation, exceptions either stall or are forced through the capsule despite lying outside its authorized fact envelope."},{"mechanism_slug":"active_site_capacity_dashboard","role":"Displays eligible-case queue, independent-review occupancy, exception load, cycle age, reroute rate, capsule health, and revalidation state.","counterfactual_removal":"Without capacity and degradation visibility, close pressure can overload reviewers or conceal that the capsule is losing selectivity."},{"mechanism_slug":"turnover_and_selectivity_assay","role":"Compares independently agreeing treatment packages per active capsule version with reroutes, overrides, errors, correction entries, and disagreements against full analysis.","counterfactual_removal":"Without an assay, apparent throughput could result from easy-case selection, reduced review, or unobserved accounting errors rather than reusable barrier reduction."},{"mechanism_slug":"catalyst_regeneration_protocol","role":"Revalidates assumptions and recovered accuracy after policy, contract, system, or error signals and enforces refresh, suspension, or retirement thresholds.","counterfactual_removal":"Without regeneration and retirement, a stale precedent can continue accelerating obsolete or inapplicable accounting conclusions."},{"mechanism_slug":"small_safe_to_fail_probe","role":"Tests the capsule on a separated holdout set in shadow mode against full reanalysis before any operational reliance.","counterfactual_removal":"Without a bounded counterfactual probe, the organization cannot determine whether the capsule preserves treatment agreement and selectivity before exposing live accounting outputs."}],"causal_chain":["A completed lease amendment that fits an already approved accounting fact pattern enters a full-analysis queue because the prior reasoning has not been made safely reusable.","The intake contract presents the amendment, current lease record, approvals, relevant facts, and required attestations in a consistent form.","The eligibility rule tests semantic facts and governing conditions before allowing the case to bind to the capsule.","The capsule supplies the previously validated reasoning structure and locked invariants instead of requiring the preparer to reconstruct them.","The logged workflow fills permitted variables, executes calculations, validates internal consistency, and drafts the treatment package.","Independent review confirms case facts, capsule eligibility, calculation output, proposed accounting instructions, and disclosure inputs; any doubt routes to full technical analysis.","The controller receives a traceable package and retains authority to approve, reject, or require additional analysis before any posting.","The completed package is released while the reusable capsule remains separate, records its cycle results, and returns to ready state.","Turnover, disagreement, overrides, policy changes, and downstream corrections determine whether the capsule continues, is regenerated, or is deactivated."],"baseline":"The credible baseline is full case-by-case preparation: a lease accountant abstracts each amendment, researches or reconstructs the applicable analysis, builds or modifies calculations, drafts a bespoke memo and proposed accounting instructions, resolves questions with the business and legal owners, obtains technical-accounting consultation, and secures independent controller review. Comparison must hold transaction eligibility, evidence, accounting requirements, staffing attribution, review depth, and posting authority constant while measuring elapsed and touch time, clarification cycles, specialist effort, calculation errors, review overrides, reroutes, full-reanalysis agreement, downstream corrections, and disclosure rework.","nearest_rivals":["Additional lease-accounting or technical-accounting personnel, which expand capacity but do not carry a validated reasoning pathway across repeated cases","A centralized technical-accounting consultation desk, which reuses human expertise but may remain a conventional case-by-case service without a separable precedent artifact and regeneration regime","A generic memo template, checklist, contract-analysis model, or drafting assistant that lacks a validated fact envelope, locked reasoning invariants, counterfactual assay, and retirement rule","Upstream standardization of lease terms, which could permanently reduce transaction heterogeneity but changes contracting practice rather than catalyzing accounting treatment of existing amendments","Batch approval, reduced documentation, or waived independent review, which lowers a protective barrier and is not an admissible catalytic pathway"],"remaining_contrastive_claim":"Subject to unsearched prior art, the proposal's contrastive design claim is limited to testing a closed reuse cycle in which a validated accounting proof structure selectively binds an eligible lease amendment, releases a reviewed treatment package, and returns as a monitored and regenerable artifact. The claim distinguishes the intervention from added specialist capacity, generic drafting automation, permanent contract standardization, and weaker review; it is not a claim of novelty, prevalence, demand, or effect size.","authority_safety":{"decision_authority":"The technical-accounting policy owner authorizes the capsule's fact envelope and version. The controller retains final authority over accounting treatment and posting instructions. Business, procurement, and legal owners attest to commercial facts within their roles. An independent reviewer approves each operational package. The capsule operator cannot expand scope or approve treatment unilaterally.","authorized_first_step":"Build one capsule from a bounded construction set of previously completed, approved amendments, freeze its fact envelope and stop criteria, and run it only in a secured retrospective shadow test on a separate holdout set. Shadow outputs cannot alter ledgers, disclosures, audit evidence, control sign-offs, or prior conclusions.","excluded_actions":["Posting, reversing, approving, or transmitting journal entries to a production ledger","Changing accounting policy, materiality, disclosure requirements, or approval thresholds","Inferring missing contract terms, approvals, side arrangements, or commercial facts","Admitting a transaction because its desired accounting result matches the capsule","Using automated output without independent evidence and calculation review","Suppressing contradictory documents, failed validations, overrides, or reroutes","Applying the capsule after a policy, contract, system, or control change without revalidation","Expanding to another transaction class or production use without separate authorization"],"halt_rollback":"Stop the shadow test for an admitted case that full reanalysis classifies differently, an omitted side arrangement or contradictory document, an unexplained calculation difference, data exposure, evidence fabrication, or operation outside the frozen fact envelope. Quarantine affected outputs, revert evaluation to full case-by-case analysis, preserve required logs, suspend the capsule version, and require technical-accounting and controller review before redesign or restart."},"negative_tests":{"strongest_counterevidence":"The strongest counterevidence would be a holdout amendment admitted by the capsule for which independent full analysis reaches a different treatment, calculation, presentation, or disclosure conclusion. The counterevidence is stronger if the miss arises from a fact the interface systematically fails to elicit or if apparent acceleration depends on weaker review, easy-case selection, hidden specialist work, or knowledge of prior conclusions.","problem_falsifier":"The inferred problem is falsified for the tested transaction class if observed delay is caused mainly by unsigned agreements, missing commercial decisions, unavailable source records, unresolved legal interpretation, system-posting constraints, or genuinely heterogeneous accounting questions rather than repeated reconstruction of an already approved analysis.","intervention_falsifier":"The intervention is falsified for the bounded setting if eligible cases cannot be identified before substantive analysis, most cases require reconstruction by a specialist, the capsule fails to agree with independent full reanalysis, touch time or clarification work does not decline under matched conditions, exception or downstream rework increases, or the artifact becomes stale faster than it can be governed and regenerated.","risks":["Preparers may shape facts or omit side arrangements to obtain a preferred fast-path treatment.","A stale precedent may scale an obsolete accounting conclusion.","A syntactically complete intake may conceal semantically important contract differences.","Automation bias may weaken independent review of calculations and assumptions.","Eligibility rules may normalize exceptional transactions into an overly broad routine class.","Construction and maintenance effort may be hidden when evaluating apparent turnover.","The specialist exception lane may become the new bottleneck near close.","A calculation or memo defect may propagate consistently across many cases.","Capsule output may be mistaken for controller approval or authoritative guidance.","Faster treatment-package production may overload posting, disclosure, control-review, or audit stages.","Sensitive contracts and accounting judgments may be exposed through logs or reusable artifacts.","Frequent regeneration may show that the proposed substrate class is not stable enough for catalysis."]},"next_evidence_step":"Select a small construction set of completed, approved amendments to encode one narrowly bounded fact pattern, then freeze the capsule, input contract, exclusion rules, resource-accounting method, and pass-or-stop criteria. Apply the frozen capsule in a secured shadow environment to no more than eight separate completed holdout amendments not used in construction. Assign an independent technical accountant, without access to capsule results during analysis, to reperform each holdout through the full pathway. Compare eligibility decisions, accounting treatment, calculations, presentation and disclosure outputs, evidence completeness, elapsed and touch time, clarification cycles, specialist effort, overrides, reroutes, and downstream corrections. Treat any unflagged substantive disagreement or missing decision-relevant fact as a stop signal. End after the holdout set; the evidence may support only retirement, redesign, or consideration of a separately authorized prospective test.","prior_art_status":"UNSEARCHED","diversity_from_prior_proposals":"Proposal 1 transformed raw journal exports into reconciled audit-testing populations through a software and data-interface gateway; its barrier was repeated schema interpretation and completeness validation, and its output was a canonical data population. Proposal 2 transformed bilateral supplier-balance discrepancies into evidenced reconciliation schedules through a standing relationship broker; its barrier was cross-organizational search, trust, authentication, and coordination. Proposal 3 instead transforms eligible executed lease amendments into reviewed accounting-treatment packages by reusing a validated reasoning proof and calculation structure. Its principal facilitator is a regenerating informational precedent artifact, its activation burden is repeated technical-accounting reconstruction, and its causal path is semantic eligibility followed by inherited proof, calculation, and independent review. It requires neither the journal-data gateway nor the supplier broker, governs different actors and authorities, and is independently adoptable within the technical-accounting process.","revision_record":{"parent_version":null,"progress_targets_addressed":["Created a third independently adoptable opportunity with a problem, facilitator, and causal pathway distinct from proposals 1 and 2","Preserved selective reuse, turnover, capacity limits, counterfactual comparison, regeneration, neutrality, authority, and deactivation","Specified operational actors, observable state, rivals, safeguards, falsifiers, and bounded evidence"],"conceptual_changes":["Initial version centers on reuse of a validated accounting-reasoning artifact rather than data canonicalization or relational brokerage."],"operational_changes":["Initial version defines a narrow lease-amendment fact envelope, semantic intake contract, locked precedent capsule, independent review, exception lane, monitoring, and retirement protocol."],"evidence_changes":["Initial version specifies separated construction and holdout cases, blinded full reanalysis, matched resource accounting, and an unflagged-disagreement stop condition."],"claim_changes":["Initial version limits the claim to a testable catalytic structure and explicitly avoids novelty, prevalence, demand, and effect-size claims."]}}