Corrections & release record

A correction is part of the evidence—not an embarrassment to hide.

DenQAI separates presentation fixes, source updates, method changes, calculation errors, and conclusion-changing corrections. The original issue, correction, date, and decision impact should remain visible.

Current statusDecision-impacting corrections logged
Latest correction record
Applies toPublished pages, calculators, downloads, and source notes

September 19, 2026 · Workbook follow-up

Make workbook results dependable when inputs change.

Review of all nine workbooks found thirteen calculation, evidence or interpretation defects in eight files. The revised files keep unknown amounts separate from known zero, exclude fictional fees from live totals, preserve terminal losses, and keep incomplete safety evidence open. Payer evidence now carries its own payer code so replacing a payer cannot silently reuse an earlier clearance.

Fee comparison handles zero-volume rows, market totals count incomplete records, Practice Flow distinguishes unused resources from unavailable capacity, and both startup bid summaries require complete amounts. Purchasing offers need an identity and scope before their checks show OK. Result headings and file-specific instructions were also corrected.

The acquisition workbook and browser calculator now withhold first-year results when deferred current-service cash exceeds buyer-repeatable collections. Prior-service receipts do not remove that limit. Valid negative cash caused by costs remains visible; older 2.0.0 browser cases retain their inputs and notes for review under formula 2.1.0.

Final exports passed 266 independent checks and 23 existing regression checks. All nine files were recalculated through the Google Sheets API, with 45 expected results and 14 persistence checks passing. These observations do not complete interactive spreadsheet, Excel, browser, print, user or professional acceptance.

Download the revised workbooks and guides or open the acquisition calculator.

September 19, 2026 · Source-review follow-up

Replace blocked citations with evidence that supports the stated claim.

Further review recovered Pennsylvania’s official Act 74 text and the federal bloodborne-pathogens text. The Pennsylvania update verifies the Act’s express practitioner list; it does not decide whether a dentist’s agreement is enforceable. The federal source displays currency through September 17, 2026 and does not establish a particular practice’s coverage or compliance.

The ADA matching claim now cites its September 9, 2020 announcement, with the correct date and the provider’s interest identified. It describes the service at that time; the original 2019 article, program outcomes and current availability remain unverified.

These updates supersede the three blocked checks recorded in Phase 4. Tennessee’s complete current-law ownership review remains overdue, and scheduled deadlines and professional-review requirements remain in place.

Review the updated source records or read the Pennsylvania profile.

September 19, 2026 · Phase 7 maintenance

Keep review dates and calculator versions accurate.

Source deadlines now show “due today” on the deadline and “overdue” from the next UTC date. A missing or invalid date cannot appear current. Release checks now compare the maintained page, file and model records with the published source, including download fingerprints and current formula versions.

This maintenance work does not renew source verification or close the remaining browser, native spreadsheet, user-pilot and professional reviews.

September 19, 2026 · Phase 6 journey corrections

Correct the gaps between entering a case, interpreting it, and keeping the review.

Automated journey checks covered acquisition, startup, monthly cash reconciliation, payer review, staffing and access, and succession. They found the calculation, evidence, and file-workflow issues corrected below. Representative-user testing has not been conducted.

Acquisition and startup

Acquisition now displays first-year ownership cash beside steady-state cash and includes both in adviser data. Startup 1.1.0 shows the funding gap after pending changes, keeps a reserve breach open, and identifies the next dependency and its owner. Evidence requests and startup working logs can be exported while numeric inputs remain unknown; financial exports still require complete inputs.

Cash and payer timing

Revenue cycle 2.2.0 preserves negative bridge amounts and keeps small unresolved differences visible. Payer continuity 1.1.0 withholds results when a positive lump-sum recovery is placed before the effective week or has no recovery week. The older payer-file control is now explicitly labeled. Monthly-close searches lead to the operating-cash workbench.

Daily capacity and succession

Practice Flow 1.4.0 includes periodontal checks, protected urgent slots, and unavailable clinician time in its daily test. Succession 2.2.0 requires supporting fields before evidence items clear, preserves both the measurement rule and governing record in obligation exports, and withholds one-time receipts outside the comparison horizon instead of moving them earlier.

Saved files and verification limits

Supported cases from the preceding release retain their inputs and notes, with a notice to review recalculated results. The nine workbook downloads remain unchanged; their related cash and recovery-timing formulas already handle the corrected browser cases. Automated and controlled component checks do not establish desktop or phone layout, browser printing, native spreadsheet behavior, or user comprehension. Those acceptance checks remain open.

Open the corrected tools or review the calculation contracts.

September 19, 2026 · Phase 5 discovery and working layouts

Find the right tool and reach its controls sooner.

All 20 calculators now have searchable task cards showing required records and expected results. The file catalog keeps its nine calculation workbooks, instructions and advanced files, with detailed guidance loaded when opened.

Search by familiar language

A/R, accounts receivable, cash flow, startup, fee schedules and other common aliases lead to relevant tasks. Short abbreviations no longer match fragments of unrelated words. Search and catalog filters remain in the page address for return visits and shared links.

Less content before working controls

Major workbenches now precede lengthy preparation and example sections. The home ownership map, expandable subject directory and complete tool and file groups remain available. Calculator cards connect to guides and related workbooks.

Keyboard and table improvements

Canceling a case replacement restores focus to its trigger. The mobile menu closes when focus leaves it and on route changes. Wide calculation tables have named keyboard-focusable scrolling regions; payer comparison uses table headers associated with its rows and columns.

Verification limits

Automated checks cover task discovery, aliases, file and tool identities, rendered routes, existing calculations and case workflows. Controlled interaction checks cover menu and case-replacement handlers. Browser layout, phone use, zoom, print appearance, native spreadsheet behavior and first-time-user pilots remain unverified.

Find a calculator, choose a workbook or file, or search the site.

September 19, 2026 · Phase 4 evidence and prior-release review

Make source limits visible and correct the earlier case workflows.

The editorial review covered 127 routes. All 85 claim records now have explicit source, support, verification, authority, commercial-interest, and publication-use labels. Twenty-five records required corrections; three source checks remain unresolved. A source review is not professional approval.

Traceable evidence

The source register shows supporting passages, access limits, review dates, and remaining questions. Failed checks for Pennsylvania Act 74, an ADA transition article, and current OSHA text do not receive a new verified date. Minnesota and Oregon amendment limits and Tennessee’s unresolved current-law review remain visible.

Clearer materials

State comparisons distinguish 46 screening profiles from five profiles with additional sources. Frozen income and Medicaid extracts are identified. The clinical-transfer CSV is a restricted professional schema with a fictional Unverified row; coded patient records are not automatically de-identified. The separate decision-note page now accurately describes what it saves.

Previous-phase corrections

Shared numeric limits now apply to field controls and files. Ownership loan terms require whole years and a positive term when debt is present. Older imports honor unsaved notes and reject stale reads and incompatible model versions. Practice Flow retains example provenance in tab storage. Hygiene no longer shows a metric dependent on an unsaved hidden input.

What remains unverified

Automated checks cover case formats, calculations, file validation, source metadata, and rendered routes. Interactive browser, mobile, download-dialog, native spreadsheet, and visual print checks remain unverified. Dated source checks do not verify every underlying data row, contract, legal amendment, or professional conclusion.

Review the evidence and its limits, open a calculator, or write a decision review note.

September 19, 2026 · Phase 3 calculator workflows

Start, review and preserve a case consistently across all 20 tools.

Every calculator now has a blank case, a fictional example, local save/open, review notes and print context. Missing numeric facts stay unknown, and incomplete drafts can be saved without producing calculated results.

Practice Flow 1.3.0

Unavailable resources take priority over percentage loads. Weak intake and refill with low completed utilization no longer imply an automatic expansion need. Supported two-room hygiene requires doctor-check capacity, and an overfilled preferred daily mix holds added demand. The default still shows 144% doctor load, 105% hygiene load and zero restorative demand-test hours.

Cash and sale corrections

Revenue cycle 2.1.0 reports channel, bank and closing-cash differences as actual less expected; its separate production shortfall retains the opposite direction. Succession 2.1.0 preserves negative terminal proceeds. Payer-offer headline cash change now applies the entered collection rate.

Files preserve uncertainty

Case files preserve missing inputs, evidence states, fictional-example provenance and review notes. Opening validates the tool and model version before replacing the current case. Earlier formats remain in the secondary controls. Results are recalculated from inputs.

Verification limits

Automated checks cover all 20 case formats, all 16 specified Practice Flow scenarios and shared calculations against the nine workbook fixtures. The workbook and browser models have different scopes. Interactive browser, mobile, download and print checks remain unverified.

Open the calculators or read how local saving works. The dated entries below describe earlier releases.

September 19, 2026 · Phase 2 workbook rebuild

The primary spreadsheets now calculate results.

Nine workbooks now include calculations, fictional examples, input checks and review actions. Existing download addresses remain available.

Four working models

Operations reconciles cash through the bank and reserves. Fee comparison calculates weighted revenue and contribution per chair hour. Practice Flow calculates aggregate resource loads. Market research links people and sites to conditional capacity and evidence gaps.

Connected ledgers

Startup approved and pending changes now feed the budget automatically. The payer bridge includes 20 prepared relationships and 100 payment events. Succession compares three offers and preserves negative terminal proceeds. Acquisition adds household reserve requirements and adjustment evidence. Purchasing separates fictional quotes from blank case inputs.

Less download clutter

Ordinary review questions are included in the related workbook. All 52 legacy CSV templates have an explicit use or migration path and remain available through the advanced-files option.

Verification limits

Formula examples, missing inputs, negative results and prepared-row additions were checked, including XLSX reimport. Formula protection is not enabled. Native Excel, Google Sheets and printing still need interactive verification; row limits are disclosed in each workbook.

Open the updated workbooks. The older preparation-file descriptions below record the earlier release and are superseded by this update.

September 19, 2026 · Input handling and download clarity

Missing inputs cannot produce a reassuring financial result.

This update corrects blank and invalid inputs in First 48 Months, startup, acquisition, payer continuity, and Practice Flow. It does not certify a project or refresh unrelated source claims.

Unknown stays unknown

Clear now starts an incomplete runway scenario. Erasing a required amount no longer enters zero. Calculated results and project exports pause until numeric inputs are complete. A deliberate zero remains available where the model supports it; zero reserve minimums do not establish financial viability.

Visible input limits

Typed values and imported files use the same supported bounds for costs, percentages, timing, counts, and required denominators. Out-of-range values and fractional event months are flagged instead of silently changed. An invalid import leaves the current scenario in place.

Know what a download does

Search and task filters now precede the file cards and apply to the Excel recommendations too. Files are labeled by purpose, with required inputs and expected outputs. The three preparation worksheets remain explicitly non-calculating and link to the separate tool required for results.

Release dates are separate from source reviews

The footer identifies the latest site update. Individual source and legal-notice review dates retain their own meaning. Tennessee’s current-law review remains visibly unresolved; the focused federal inquiry review is recorded below.

September 19, 2026 · Focused source review

Historical evidence and current-law verification remain separate.

Two overdue claims received a focused source review. Other claim review dates retain their existing meaning.

Tennessee ownership source trail

The audit date now reflects its July 25, 2016 transmittal. The state profile and claim also identify the Legislature’s enacted charitable-clinic employment provision, effective April 19, 2016. The audit’s ownership summary is not a complete exception analysis. Current codified law, later amendments, and structure-specific legal review remain unresolved; the overdue flag stays visible.

Federal collaboration inquiry

The February 23, 2026 announcement and April 17 extension notice were checked. The extension set May 21 as the comment deadline. The record now distinguishes that notice from direct inspection of the live docket, which was unavailable. The inquiry does not establish final guidance or approval of a particular collaboration.

Read the supporting authorities and access limits in the source register and the Tennessee profile. These checks do not represent a new legal opinion or professional signoff.

September 10, 2026 · Calculation, evidence, and usability corrections

Capacity advice, offline calculations, and supporting evidence now have clearer limits.

This record describes the changed items below. It does not reset every source review date or represent independent professional approval of the entire collection.

Practice Flow 1.2.0

A service demand test is held when a required shared resource is binding or unavailable, an appointment definition is incomplete, or inputs contradict each other. The former default restorative test is held while doctor time exceeds capacity. On-screen and CSV results identify the resource constraints. Any remaining opening hours are upper bounds, not allocated appointment slots, and cannot be added across services. Compatible 1.1.0 input files reopen with a recalculation notice.

Tennessee and dated source claims

The Tennessee tax note now reflects repeal of the separate franchise-tax property measure for tax years ending on or after January 1, 2024. Twenty-one selected records received a source check. Tennessee dental ownership remains a historical attribution with current-law review explicitly unresolved. Proposed rules remain distinguished from binding requirements, and SBA’s future effective date remains visible.

Observable role evidence

The team page now records each role capability separately. The illustrative aggregate score and employment posture were removed. The transition worksheet uses coded roles and observation status instead of numeric scores.

Five calculation workbooks corrected

Startup funding reserves include unused contingency; succession preserves a closing cash shortfall; purchasing respects excluded offers and missing prices; payer timing stays within its 26-week horizon and tracks missing evidence; acquisition shows applied adjustments that reconcile. Required-input checks distinguish blanks from deliberate zeroes in the affected outputs. The succession file remains a simplified model with a narrower scope than the full workbench.

Decision Lab 3.2.0

Missing Medicaid fee comparators and undefined hygiene or team denominators now remain unavailable. A zero recall interval no longer becomes an assumed one-month interval. Attendance, payment, retention, reappointment, and collection percentages are bounded at 0–100%. Fee-schedule imports reject missing columns or numeric fields and keep the existing rows when an import fails. The Capacity & Growth model also has an explicit calculation-register entry.

Consistent subjects and usable files

Search, tools, and downloads share one subject structure. Payer filtering retains the Medicaid tool; state filters use full names and separate screening from additional detail. Every catalog file has specific instructions, definitions, an example, and bounded AI help. Three new preparation workbooks organize market, operating-cash, and Practice Flow inputs; they contain no formulas.

Content and schema alignment

The manual distinguishes procedure-family collections from production. An unsupported named attribution was removed from the broker history. Workspace and research pages describe the current user task and keep future-service limits visible. The corpus register now records the supplied Practice Flow specification as requirements evidence. Succession CSV terminal proceeds and disposition costs are separate fields; older templates require manual review before reuse.

Source-specific limits appear in the source register; file-specific changes and limitations appear in the download catalog. Calculation regression and rendered-page checks support this correction batch. Desktop/mobile interaction review, first-time-user pilots, and specialist signoffs remain separate completion checks.

July 24, 2026 · Editorial, evidence-label, and calculation correction

The public explanation now uses one current vocabulary and one acquisition cash method.

This release corrects decision-impacting inconsistencies found in a full-site text audit. It also improves sentence flow, page sequencing, privacy explanations, tool boundaries, and the connection between guides and workbenches.

Evidence labels repaired

Statutes and regulations are no longer mislabeled as commercial publications; peer-reviewed research, government methods, professional guidance, standards, and provider documentation now retain distinct source and authority labels.

Current federal date

The 2026 FTC/DOJ business-collaboration inquiry record now carries the extended May 21, 2026 comment deadline and still makes clear that an inquiry is not final guidance, a safe harbor, or approval.

Superseded methods removed

The Full Manual no longer teaches a market score, team-continuity score, stacked retention percentages, or a steady-state bridge that mixes A/R timing and prepayments with recurring revenue.

Pre-sale tool v3.1

The calculator now uses five non-overlapping dollar adjustments, separate first-year cash timing, separate prepaid-care obligations, and complete recurring operating layers before debt sizing.

Practice Flow clarified

“Confidence” is now accurately labeled input completeness, and “marketing-ready hours” is now potential capacity for a limited test—not a marketing recommendation or guarantee.

Privacy and AI boundaries

Practice Flow is included in the local-file notice. The payer guide labels AI-assisted billing as a hypothetical approved workflow and explicitly prohibits using DenQAI or an unapproved AI service for patient records.

July 24, 2026 · Payer, Credentialing & Cash Continuity

Payer readiness now follows the provider, entity, location, product, network, effective date, claim, payment, and first-bank-cash path.

This release adds a coded local educational workbench and offline workbook. It does not credential, contract, enroll, submit claims, verify participation, communicate with patients, rank payers, recommend participation, negotiate, upload records, or guarantee payment.

Eight milestones

NPI and identifiers, profile and attestation, contract and network path, effective provider/entity/location/product, directory, claim setup, EFT/ERA, and first paid claim remain separate.

Cash continuity

Patient-access cash at risk, interim bank cash, future recovery, unresolved pending exposure, first standard bank week, 26-week peak timing gap, and practice reserve margin use one disclosed contract.

Independent scenarios and events

Four participation scenarios remain unranked. Duplicate reversals, eligibility changes, recoupments, refunds, underpayments, offsets, recoveries, and unresolved amounts retain separate cash treatments.

Private local files and safety checks

A strict coded project file, formula-safe aggregate CSVs, 12-sheet offline workbook, five supporting templates, privacy-pattern blocking, and seven separate safety checks add no payer operation or shared fee database.

July 24, 2026 · Corpus consolidation and calculation repair

Six research files now resolve through one evidence, terminology, capability, and formula system.

This is a decision-impacting method release. Older saved acquisition, revenue-cycle, purchasing, succession, entry-path, and team-continuity files are not silently migrated because their units or controlling arithmetic changed.

Source control

Each original file is preserved as a research appendix with an explicit status, retained value, superseded rules, and public-use boundary. The narrative article is blocked from publication as written.

Independent evidence axes

Source kind, support relationship, verification, authority, jurisdiction, recency, commercial interest, and publication use are recorded separately instead of compressed into one grade.

Major formula repairs

Acquisition uses non-overlapping dollar adjustments; revenue cycle uses separate event and cash bridges; purchasing separates documented landed cost from scenarios; entry and team tools no longer average dimensions into scores; succession identifies terminal disposition cost.

Migration rule

Strict local files now identify the formula and schema that produced them. When a prior file lacks a required unit or line, the user is told to re-enter the aggregate decision instead of receiving an invented conversion.

July 24, 2026 · Governed Purchasing & Vendor Intelligence

Independent purchasing now compares usable units, complete cost, sourcing evidence, commercial influence, and exit without choosing a vendor.

This release adds a local practice tool and a clearly labeled hypothetical shared-infrastructure ideal. It does not create a cooperative, GPO, membership program, negotiated price, vendor ranking, group contract, account, upload, or data intake.

Comparable cost

Documented invoice economics and usable-unit cost remain separate from labor, waste, storage, downtime, recurring, installation, and exit scenarios. Promised rebates are never deducted until documented as received.

Risk-tiered sourcing

Product identity, authorized source, regulatory status, lot and storage, recall, warranty, clinical substitution, acceptance, data, and exit checks remain visible independently of price.

Commercial and GPO review

Membership economics, commitments, buying freedom, item-level prices, rebates, vendor selection, sponsorship, data use, savings evidence, and termination use separate documented rows.

Hypothetical ideal and local files

Nine shared-infrastructure gates teach owner control, clinical autonomy, transparency, data restraint, independent decisions, operations, correction, and exit. A strict project file, readable ten-sheet Excel workbook, and six templates add no operating network.

July 24, 2026 · Succession, DSO Offers & Patient Stewardship

The ownership lifecycle now carries seller value, control, patient trust, and post-close obligations through transition.

This release adds a seller-side comparison and governance system without creating a marketplace, brokerage, appraisal, fairness opinion, tax conclusion, document room, buyer ranking, or closing approval.

Seven paths, one horizon

Continued ownership, associate succession, staged buy-in, private sale, seller financing, independent merger, and DSO or group affiliation use one after-tax, present-value convention.

Headline value normalized

Cash at close, seller notes, holdbacks, earnouts, rollover equity, retained ownership cash, terminal value, earned clinical compensation, costs, friction, and guarantees remain separate.

Stewardship and control

Ten clinical-control decisions separate contractual authority from practical pressure; ten patient-stewardship terms and eight retained obligations remain visible through closing and exit.

Local files and safety checks

A strict Decision Bundle, four formula-safe dynamic CSVs, five owner templates, privacy-pattern blocking, and ten separate safety checks add no account, upload, document intake, or server save.

July 24, 2026 · Patient-Centered Capacity & Growth

Growth now has to reconcile patient access, sustainable hours, continuing care, referrals, and associate support.

This release adds an aggregate capacity-control layer without creating a patient queue, employee score, production quota, marketing recommendation, hiring decision, or autonomous outreach system.

One access chain

Inquiry, qualification, appropriate offer, scheduled appointment, arrived visit, retained second visit, redirection, and wait time remain separate with visible denominators.

Schedule and recall truth

Sustainable, scheduled, completed, cancelled, refilled, and overtime hours are reconciled while the active-patient base is rebuilt from completed visits, due cohorts, overdue aging, and arrived reactivations.

Referral and associate capacity

Referral openings, placements, acknowledgements, closures, and aging reconcile. Associate hours use the smallest demand, assistant, room, payer-effective, and planned constraint while mentorship remains separate owner capacity.

Local files and safety checks

A strict Decision Bundle, four formula-safe dynamic CSVs, five owner templates, privacy-pattern blocking, and eight separate safety checks add no account, upload, patient data, employee data, or server save.

July 23, 2026 · Patient-Centered Revenue-Cycle Control

The post-opening path now follows care delivered through bank-cleared cash and protected reserve.

This release adds aggregate operating control without creating a claim-submission system, patient collection queue, accounting policy, payer ranking, or clinical-performance target.

Event and cash bridges

Service production, claims, receivables, current- and prior-service receipts, payment channels, refunds, deposits in transit, bank-cleared cash, operating payments, taxes, debt, capital, owner clinical compensation, distributions, and reserves remain separate.

Exception ownership

Timing, error, dispute, patient balance, and clearing gaps each require an amount, one owner, next action, due window, evidence status, and aggregate supporting document.

Private payer review

Allowed revenue, collections, denial, outstanding balance, and administrative time can be reviewed by coded segment without publishing fee schedules, contracts, patient records, or competitor-sensitive data.

Local files and safety checks

The strict Decision Bundle and formula-safe CSV exports use aggregate inputs, privacy-pattern blocking, eight separate safety checks, and no account, upload, server save, claim action, or patient work queue.

July 23, 2026 · Patient-Centered Startup and Buildout Control

The build pathway now protects the care model, project scope, opening cash, and household reserve in one record.

This release adds owner-side construction and opening control without presenting DenQAI as an architect, engineer, contractor, lender, code official, or legal adviser.

Care before rooms

The owner mandate and operating program define appointment philosophy, procedures, technology, access, provider days, rooms, people, expansion triggers, decision rights, and conditions to pause, redesign, or leave before project arithmetic.

Five budgets and three reserves

Site and lease, professional services, construction, equipment and opening assets, and pre-opening operations remain separate from contingency, practice working capital, and household reserve.

Scope and change control

Three bid cases add entered allowance and exclusion exposure without ranking contractors. Approved, pending, draft, and rejected changes preserve direct cost, downstream cost, delay, owner, evidence, and operating effect.

Safety checks and local files

Eight site and project safety checks remain separate from twelve opening dependencies. Strict local JSON and formula-safe capital, bid, change, and dependency CSVs add no account, upload, or server save.

July 23, 2026 · Five-Bridge Acquisition Transfer

Seller collections now have to survive this buyer’s provider, clinical, payer, patient, and cost case.

This release completes the acquisition-transfer layer without turning historical production into a buyer forecast or using one blended deal score.

Buyer mandate first

Appointment and diagnosis philosophy, excluded procedures, access goals, owner hours, decision rights, cash, liquidity, household reserve, and conditions to pause, renegotiate, or leave are defined before price.

Visible dollar bridge

Seller-only, buyer clinical-model, patient/referral, payer/fee, and collection-loss adjustments use separately documented, non-overlapping dollars. First-year cash timing remains outside steady-state buyer-repeatable collections.

Restored cost and liquidity

Ordinary operating cost, labor, nonlabor systems, capital reserve, owner clinical compensation, debt service, transition reserve, working capital, and household reserve remain visible.

Portable local work products

The workbench strictly re-imports its Decision Bundle and exports formula-safe advisor and seller-request CSVs. It adds no account, upload, patient-record intake, employee-record intake, or server save.

July 23, 2026 · Common Ownership Comparison

Six ownership paths now use one explicit economic and patient-centered contract.

This release completes the next Patient-Centered Ownership System phase without creating a hidden recommendation or path score.

One owner mandate

Appointment philosophy, procedures not relied on, patient-access goals, required decision rights, household limits, and reversal conditions are defined before the financial comparison.

Comparable ten-year model

Clinical compensation, ownership cash, benefits, debt, owner cash committed, household reserve, guarantees, unpaid management labor, terminal value, and present value use the same calculation contract across six paths.

Safety checks stay visible

Clinical fit, household fit, decision rights, supporting documents, exit, reserve, guarantee, owner cash, and hours are not averaged into an opaque winner.

Portable local record

The workbench exports and strictly re-imports a DenQAI Decision Bundle, exports formula-safe CSV, and publishes owner-mandate and six-path input templates. No account, upload, or server save was added.

July 23, 2026 · Patient-Centered Ownership System

DenQAI now teaches the system around the decision—not only the tools inside it.

This product release adds a public ownership curriculum and an explicitly pre-operational Independent Scale pathway.

Understand the system

New lessons identify who represents whom, how brokerage changed as institutional capital expanded, why prices and assumptions remain hidden, how separate relationships must be proved, and how lenders and vendors can shape the final practice.

Build or buy

Employment, startup, acquisition, modernization, staged succession, and group affiliation now share one comparison contract for clinical fit, owner labor, capital, transfer, control, evidence, and reversal.

Independent Scale

Buying power, payer administration, shared services, governance, and a local-only interest brief are public. Negotiated pricing, joint contracting, member intake, accounts, uploads, and data collection are not live.

Work products and sources

Six controlled downloads and seven bounded source records support broker/adviser disclosure, buyer access, total landed cost, payer relationships, independent-scale readiness, antitrust limits, and consolidation history.

Correction standard

Report the smallest reproducible claim.

A useful correction identifies the exact object, the evidence that supports the replacement, and whether the decision changes.

  1. Name the exact page, statement, table, formula, control, or downloadable file.
  2. Explain why it may be wrong, incomplete, stale, ambiguous, or inaccessible.
  3. Provide the replacement primary source or direct record, including issuer, date, and exact location.
  4. Classify the impact: presentation, source wording, input data, method, calculation, interpretation, or conclusion.
  5. Show the corrected language or calculation and the assumptions it changes.
  6. State whether a build, buy, price, structure, payer, staffing, or walk-away decision could change.
Protect the record while correcting it.

Do not submit patient-identifiable information, employee-confidential information, passwords, credentials, or unredacted deal documents. Redact to the minimum evidence needed and use an authorized secure channel for restricted records.

Create a report

Copy the template, complete it, and send it through the authorized channel already used for the review.

The template forces the issue, source, impact, and proposed replacement into the same record. DenQAI does not publish a general file-upload form because restricted deal or patient information should not be invited through an unverified channel.

Copy-ready reportMake the possible error easy to reproduce.
DENQAI CORRECTION REPORT

Page or file:
Exact statement, table, formula, or control:
What may be wrong or unclear:
Replacement source or direct record:
Source issuer, date, and exact location:
Suggested correction:
Does this affect presentation, a number, a method, or a conclusion?
Could the issue change a build, buy, price, structure, or walk-away decision?
Your name and review date (optional):

Do not include patient-identifiable information, employee-confidential information, passwords, credentials, or unredacted deal documents.

Ready to copy

July 23, 2026 · Evidence Enforcement & Release Assurance

Decision-impacting corrections in the current release.

The release record now distinguishes these corrections from ordinary feature work.

Import and export safety

Local Project, Policy Evidence, and Decision Bundle imports now reject unknown or malformed fields; evidence exports neutralize spreadsheet formulas; privacy scans and status gates cover the normalized payload.

Evidence labels

Verification states, source kinds, support relationships, recency, and commercial interests now remain separate and require the supporting locator, period, reviewer, finding, control, or observed failure defined by the workflow.

Calculation methods

First 48 Months no longer sends an unfunded practice draw to household cash; acquisition debt uses monthly amortization; viability crossover must remain nonnegative; directional score verdicts were removed.

Tax and source corrections

New Hampshire’s Business Profits Tax and Tennessee’s excise tax are classified as profits/income taxes, not alternative-base taxes. Tennessee ownership-law status is downgraded until current codified text is directly verified.

Public change log

Visible fixes and source clarifications.

Presentation and clarity fixes are logged separately from changes that affect a calculation or recommendation.

DateTypeWhat changedDecision impact
July 24, 2026Text accessibility / source clarity

Inline glossary links no longer insert full hidden definitions into headings and sentences. Ambiguous glossary negations, dense decision-chain and diligence copy, dated notice wording, Tennessee ownership wording, and a stale Medicaid missed-appointment citation were corrected.

Improves reading order, screen-reader output, and source precision without changing a formula or recommending a different owner decision. The Medicaid boundary is now supported by the 2026 CMS EPSDT coverage guide.

July 24, 2026Payer, credentialing / cash continuity

A coded local workbench and 12-sheet offline workbook now join three relationship maps, eight readiness milestones, a 26-week cash bridge, four unranked participation scenarios, five payment events, and seven safety checks.

Prevents NPI, credentialing, contracting, enrollment, effective participation, directory status, claim acceptance, EFT/ERA, service activity, and bank cash from being treated as interchangeable. No payer operation, recommendation, shared fee database, upload, or guaranteed payment was created.

July 24, 2026Seller succession / patient stewardship

A local seller-side workbench now joins seven transition paths, a disclosed present-value bridge, four deferred or contingent components, ten clinical-control decisions, ten stewardship terms, eight obligations, ten separate safety checks, and five controlled templates.

Prevents headline price, cash at close, rollover equity, earnouts, post-close clinical pay, clinical authority, patient commitments, and retained duties from being treated as interchangeable. No marketplace, buyer ranking, appraisal, account, upload, document intake, or server save was created.

July 24, 2026Patient access / capacity control

A local aggregate capacity-growth workbench now joins the patient-access funnel, sustainable schedule hours, completed-visit recall cohorts, referral reconciliation, associate capacity, eight separate safety checks, and five controlled templates.

Prevents demand, bookings, active-patient flags, scheduled hours, and supported growth from being treated as interchangeable. No production quota, patient queue, employee score, outreach, hiring decision, account, upload, or server save was created.

July 23, 2026Operating control / revenue cycle

A local aggregate revenue-cycle workbench now reconciles production, adjustments, current and prior-period collections, refunds, deposits, bank-cleared cash, expenses, debt, capital, clinical compensation, distributions, and reserve. Five exception classes, three coded payer segments, eight separate safety checks, and five controlled downloads were added.

Prevents production, collections, and distributable ownership cash from being treated as interchangeable. No claim action, patient work queue, accounting approval, payer ranking, account, upload, or server save was created.

July 23, 2026Workspace demand validation / local project

A Local Project File now coordinates eight evidence workstreams, eight separate safety checks, reviewer roles, and six observed workspace-need tests with local JSON/CSV import and export. Accounts, uploads, server saving, collaboration, and case submission remain unavailable.

Tests whether persistence is actually needed before DenQAI assumes cloud privacy and security risk. This release added no intentional application-level upload or persistence path, and no readiness score or cloud-launch claim was created.

July 23, 2026Research governance / closed-intake pilot

The owner case-series pilot now publishes a draft protocol, research questions, independent evidence axes, a data dictionary, consent-design preview, seven launch checks, and a local-only case builder. Intake remains closed, enrollment and accepted-file counts remain zero, and no submission channel exists.

Constrains this workflow so operator stories remain case signals rather than prevalence claims or uncontrolled research records. It does not establish regulatory approval, exemption, de-identification, or any finding about owner outcomes.

July 23, 2026Method / formula major version

The viability tool moved to formula v2.0.0. Realizable equity is now rebuilt from transferable value less debt, sale cost, tax, and a liquidity haircut; only annual equity change is counted; outstanding guarantees remain separate. First 48 Months, Delay Cost Clock, calculation contracts, golden fixtures, and local Decision Bundles were added.

Prior illustrative viability outputs are not comparable without recomputation. The new method can materially reduce or delay owner-value recognition and expose earlier practice or household reserve failure.

July 23, 2026Evidence operations / buyer playbooks

A typed claim/source register now exposes IDs, effective periods, exclusions, review due dates, reviewers, and stale states. Ownership/control and clinical-transfer/rapid-exit playbooks and fieldbooks were added. Download metadata now comes from one manifest.

Buyers can preserve unresolved control as a separate safety check and separate clinical screening patterns from independent findings, recurring value adjustments, and one-time patient obligations.

July 23, 2026Product architecture / disclosure

Navigation now separates decisions, tools, templates, research, and trust; each calculator has a stable URL; the site states that the current public product has no accounts or saved projects; privacy, terms, glossary, and example-record pages were added.

Improves orientation and prevents the site from implying persistence or collaboration that is not currently offered. Calculator formulas are unchanged.

July 22, 2026Accessibility / presentation

Primary call-to-action labels in contextual link groups could inherit the ordinary blue link color. Button contrast and interaction states were made explicit site-wide.

None. Content, calculations, and recommendations are unchanged.

July 22, 2026Source limitation

NPPES language now says provider-supplied records help identify possible people and sites but do not, by themselves, prove licensure, credentialing, plan participation, or current clinical capacity.

Reinforces the existing capacity-verification method; no result changed.