{
  "date": "2026-10-07",
  "changes": [
    {
      "route": "/guides/software-integration/",
      "modifiedOn": "2026-10-06",
      "summary": "Reorganized the Field Guide around grouped software choices and financial decisions; extracted16 source-backed read-only collection playbooks, retained80 questions and8 fictional checks as secondary reference, and added current Triple Whale finance checks."
    },
    {
      "route": "/integrations/buildops/quickbooks/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: How do you verify BuildOps and QuickBooks agree?"
    },
    {
      "route": "/integrations/buildops/sage-intacct/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: What proves a BuildOps and Sage Intacct close is consistent?"
    },
    {
      "route": "/integrations/buildops/spectrum/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: How should BuildOps and Spectrum share a reporting cutoff?"
    },
    {
      "route": "/blog/scheduled-excel-exports-field-service-data-pipeline/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: How do you prove a scheduled export is complete?"
    },
    {
      "route": "/blog/quickbooks-bank-feeds-reconciliation-failures/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Why can a QuickBooks bank-feed match be wrong?"
    },
    {
      "route": "/integrations/housecallpro/quickbooks/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Does a Housecall Pro sync prove every invoice reached QBO?"
    },
    {
      "route": "/integrations/jobber/quickbooks/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: What should you verify in a Jobber and QuickBooks sync?"
    },
    {
      "route": "/blog/numbers-field-software-doesnt-show/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Which costs can be missing from a field-software margin?"
    },
    {
      "route": "/blog/why-ai-finance-projects-fail-service-businesses/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Why can an AI finance project fail with repeatable numbers?"
    },
    {
      "route": "/guides/ar-ap-migration-reconciliation/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: What should an AR and AP migration acceptance test compare?"
    },
    {
      "route": "/finance-systems/reconcile-account/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Can equal bank and ledger totals hide a bad match?"
    },
    {
      "route": "/finance-systems/month-end-close-preview/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: What does ready for close mean?"
    },
    {
      "route": "/finance-systems/customer-margin-attribution/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Can moving an account improve customer or channel margin?"
    },
    {
      "route": "/finance-systems/ar-integrity-review/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Does invoice aging prove collectible cash?"
    },
    {
      "route": "/finance-systems/cash-flow-forecast/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Why can a profitable customer cohort still leave cash tight?"
    },
    {
      "route": "/blog/why-quickbooks-reports-lie/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Why do QuickBooks profit and bank balances differ?"
    },
    {
      "route": "/guides/gross-profit-per-hour/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Which labor-hour denominator belongs in pricing?"
    },
    {
      "route": "/blog/api-not-enough-finance-automation-exports-pdfs-email-browser-agents/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: When should finance automation augment an API?"
    },
    {
      "route": "/blog/quickbooks-api-reality-check-reports-projects-bank-feeds/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: What is the difference between QBO API records and bank-feed state?"
    },
    {
      "route": "/blog/jobber-api-reality-check-owner-finance-data/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: How should a Jobber API run prove coverage?"
    },
    {
      "route": "/blog/buildops-api-reality-check-data-layer/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: What should a BuildOps data layer preserve?"
    },
    {
      "route": "/blog/finance-data-layer-api-export-inbox-pdf-reconciliation/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: What belongs between a source file and a financial answer?"
    },
    {
      "route": "/blog/browser-agent-controls-back-office-finance/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: How do you bound an AI browser finance workflow?"
    },
    {
      "route": "/blog/browser-agents-back-office-export-buttons-api-gaps/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: How should an AI browser verify a QBO feed row?"
    },
    {
      "route": "/blog/ai-inbox-emailed-reports-finance-data-pipeline/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: When is an emailed report actually received and usable?"
    },
    {
      "route": "/blog/ecommerce-finance-system-rescue-quickbooks-shopify-erp/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: Do mismatched ecommerce reports require a new ERP?"
    },
    {
      "route": "/blog/ecommerce-bookkeeping-that-actually-works/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: How should ecommerce books and customer cohorts be reviewed?"
    },
    {
      "route": "/blog/ecommerce-pricing-math-amazon-profitability/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: How do you calculate ecommerce channel contribution?"
    },
    {
      "route": "/blog/sales-but-no-profit-ecommerce-trap/",
      "modifiedOn": "2026-10-06",
      "summary": "Added a scoped financial answer, evidence check and labeled reproducible teaching example: How can ecommerce sales grow while cash runs out?"
    },
    {
      "route": "/guides/software-integration/quickbooks-online/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the QuickBooks Online source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/housecall-pro/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Housecall Pro source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/jobber/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Jobber source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/roofr/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Roofr source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/lmn/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the LMN / Granum source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/marketsharp/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the MarketSharp source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/buildops/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the BuildOps source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/sage-intacct/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Sage Intacct source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/spectrum/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Trimble Spectrum source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/rippling/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Rippling source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/chase/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Chase checking and cards source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/gusto/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Gusto source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/ramp/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Ramp source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/shopify/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Shopify, Payments and Balance source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/finaloop/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Finaloop source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/software-integration/stripe/",
      "modifiedOn": "2026-10-06",
      "summary": "Extracted the Stripe source-backed collection protocol into a focused guide, with source choice, pitfalls, scope capture and read-only prompt. Financial acceptance remains at its existing owner."
    },
    {
      "route": "/guides/contractor-software-comparison/",
      "modifiedOn": "2026-10-06",
      "summary": "Aligned software selection with source-supported profile data; preserved unknown capability states and replaced unsupported native-capability assertions with buyer verification checks."
    },
    {
      "route": "/benchmarks/contractor-software-comparison/",
      "modifiedOn": "2026-10-06",
      "summary": "Refreshed the four-tool selection guide with current scoped primary references and quote/account checks instead of unsupported pricing or sync absolutes."
    },
    {
      "route": "/blog/servicetitan-data-reality-check-finance-layer/",
      "modifiedOn": "2026-10-06",
      "summary": "Replaced unscoped enterprise survey statistics with job-population and cutoff checks; added a current scoped vendor reference and reciprocal selection link."
    },
    {
      "route": "/blog/contractor-accounting-software-wip-certified-payroll/",
      "modifiedOn": "2026-10-06",
      "summary": "Converted unsupported native capability assertions into edition-scoped WIP and certified-payroll demonstration questions, primary references and buyer evidence checks."
    },
    {
      "route": "/guides/software-integration/quickbooks-online/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: A perfect net tie hiding two unsupported occurrences. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/chase/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: A card payment changes liability, not the purchase total. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/sage-intacct/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: One balanced batch, two documents and a zero-ending account. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/spectrum/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: A freshness difference that looks like a missing invoice. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/ramp/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: A complete-looking capture with one changed record. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/housecall-pro/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: One completed job, two invoice periods. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/jobber/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: One material purchase represented twice. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/roofr/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: One accepted option, one deposit, one settlement. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/lmn/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: Hours over budget, configured dollars below estimate. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/marketsharp/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: Stored allocated result versus direct-cost contribution. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/buildops/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: A historical WIP cutoff and a later cost revision. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/shopify/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: Two fictional orders, one later payout. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/finaloop/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: Fictional first crossing reversed by later costs. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/stripe/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two payout/balance workflows, reproducible fictional arithmetic and troubleshooting. Clarified that an evidenced processor recognition basis must be checked before an estimated gross-up, without waiving supported discrepancies or recommending net receipts as a universal accounting method; retained the existing collection notes and sources."
    },
    {
      "route": "/guides/software-integration/rippling/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: Fictional correction credit changes funding. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/guides/software-integration/gusto/",
      "modifiedOn": "2026-10-07",
      "summary": "Added two focused diagnostic workflows, scoped source-route comparisons, symptom-based recovery checks and a downloadable fictional example: Fictional earned cutoff and separately sourced contractors. Bound displayed results to reproducible input calculations; preserved the existing collection prompt and evidence notes."
    },
    {
      "route": "/finance-systems/reconcile-account/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: A matching balance can hide different transactions. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/duplicate-billing/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Repeated amounts are a question, not a deletion instruction. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/revenue-leakage-review/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Completed work is not automatically an extra invoice. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/spend-concentration-review/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Which dependency sits behind the biggest supplier total? Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/margin-trend-review/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Did economics change, or did the reporting boundary change? Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/cost-detail-footing/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: A total that ties can still contain the wrong costs. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/vendor-1099-readiness/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Readiness starts with identity and records, before a filing conclusion. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/monthly-value-summary/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Which movement requires someone to do something? Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/monthly-variance-review/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: An annual contract can look like a monthly overspend. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/recurring-subscription-review/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: A cancellation candidate may run an important integration. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/idle-cash-interest-review/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Average cash is not cash available through the next trough. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/cash-flow-forecast/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Which receipt date causes the first cash shortfall? Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/ar-integrity-review/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Closed status does not explain how the balance disappeared. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/cost-rationalization-review/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Spend identified is not savings approved. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/vendor-rule-audit/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Consistent classification can consistently be wrong. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/remittance-matching-review/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: A deposit near the remittance total may still be a different receipt. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/customer-margin-attribution/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: Revenue coverage can be high while cost coverage is low. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/month-end-close-preview/",
      "modifiedOn": "2026-10-07",
      "summary": "Added a fresh-control investigation after journal-date changes and source-bound continuity for previously reviewed exceptions. Reopen changed source or approval, retain unchanged dispositions, and distinguish operator attestation, agent-observed evidence, operational readiness and formal sign-off; retained the original skill role and example."
    },
    {
      "route": "/finance-systems/cfo-chart-pack/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: The chart should preserve the accounting sign and time basis. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/finance-systems/categorization-history-health/",
      "modifiedOn": "2026-10-07",
      "summary": "Added an evidence-to-decision investigation: An override may reveal new purchasing behavior rather than a broken rule. Defined review readiness and the responsible next decision, with links to relevant software collection workflows; retained the existing example and capability scope."
    },
    {
      "route": "/integrations/housecallpro/quickbooks/",
      "modifiedOn": "2026-10-07",
      "summary": "Added a focused invoice revision and accounting-period trace, linked to a reproducible fictional example and the relevant financial investigation; retained the existing integration capability notes."
    },
    {
      "route": "/integrations/jobber/quickbooks/",
      "modifiedOn": "2026-10-07",
      "summary": "Added a focused material-cost representation and costing-window trace, linked to a reproducible fictional example and the relevant financial investigation; retained the existing integration capability notes."
    },
    {
      "route": "/integrations/buildops/quickbooks/",
      "modifiedOn": "2026-10-07",
      "summary": "Added a focused job cost, invoice and receipt trace, linked to a reproducible fictional example and the relevant financial investigation; retained the existing integration capability notes."
    },
    {
      "route": "/integrations/buildops/sage-intacct/",
      "modifiedOn": "2026-10-07",
      "summary": "Added a focused entity, economic document and journal-line trace, linked to a reproducible fictional example and the relevant financial investigation; retained the existing integration capability notes."
    },
    {
      "route": "/integrations/buildops/spectrum/",
      "modifiedOn": "2026-10-07",
      "summary": "Added a focused entitled source population and cutoff trace, linked to a reproducible fictional example and the relevant financial investigation; retained the existing integration capability notes."
    },
    {
      "route": "/blog/contractor-accounting-software-wip-certified-payroll/",
      "modifiedOn": "2026-10-07",
      "summary": "Added earned-labor versus payroll-funding demonstration requests, with Gusto and Rippling examples; preserved the original publication date, existing route and prior useful content."
    },
    {
      "route": "/blog/ecommerce-bookkeeping-that-actually-works/",
      "modifiedOn": "2026-10-07",
      "summary": "Added cost-definition worksheet and separate same-age cohort versus payout checks; preserved the original publication date, existing route and prior useful content."
    },
    {
      "route": "/blog/ecommerce-finance-system-rescue-quickbooks-shopify-erp/",
      "modifiedOn": "2026-10-07",
      "summary": "Added one-order handoff trace through signed settlement, bank activity and existing posting; preserved the original publication date, existing route and prior useful content."
    },
    {
      "route": "/blog/quickbooks-bank-feeds-reconciliation-failures/",
      "modifiedOn": "2026-10-07",
      "summary": "Added statement-cycle recheck after approved posting-date changes; preserved the original publication date, existing route and prior useful content."
    },
    {
      "route": "/blog/why-ai-finance-projects-fail-service-businesses/",
      "modifiedOn": "2026-10-07",
      "summary": "Added downloadable inputs, bound expected results and separate arithmetic versus judgment checks; preserved the original publication date, existing route and prior useful content."
    },
    {
      "route": "/guides/software-integration/",
      "modifiedOn": "2026-10-07",
      "summary": "Expanded the software-directory introduction to identify the focused operating workflows, downloadable fictional examples and troubleshooting in each guide. Retained grouped software navigation and the existing question library."
    }
  ]
}