Laudos.AI
MAPA OPERACIONAL · 2026-08-10
100%
MKTDemanda & mercadoquem precisa disso, e porque agoraGTMAquisição & go-to-marketcomo estranhos viramclientesPRDProduto & entrega de valoro que o cliente de fatorecebeOPSOperação & execuçãoo trabalho por trás dapromessaTECTecnologia, dados & IAa máquina por baixoMONDinheiro & unit economicsonde a margem se faz ese perdeORGOrganização & decisãoquem decide o quê, ecom que rapidezRSKRisco, moat & regulaçãoo que pode quebrar, oque protegeSTAGE 0STAGE 1STAGE 2STAGE 3STAGE 4STAGE 5trial clickswitcher landingtrial startsmigrated workflowfirst reports signedvalue confirmedsubscribe Propublic benchmarkproduct improvementproduction data feedsroutes studyopens templateraw transcriptstructured findingsfindings to impressioncategory confirmedcase cleareddraft to radiologistsigned reportreport back to RISsigned report trains memorupdated style modelsegments intosegments intourgency triggerurgency triggerPro self-serveEnterprise signedMD trialsactivates enginefeeds metricsretention signalexcludes segmentdisqualifies fittemplate loadsexam triggersdictation fed tostructured text tocategory confirmsprior paste comparisonack clears queueimpression readysigned report outoutcomes to benchstyle feedback looptrial convertsreduces marginrevenue signalvalidates speedquantifies ROIdrives trial signupraw audio streamstructured textdraft report textvalidated reportHL7/DICOM payloadsession persistencehistorical reportsusage telemetryretraining signalLLM dependency riskaudit log writetrains autocompletedeploys pipelineclears featuredrives speedenables billingconverts switchersfunds visibilitylatency signalretrains corpusbrand lifts SEOtrains engineTAT proof pointusage telemetrymandates audit trailfeeds structured outputLGPD differentiatornew reports retraincorpus growth loopmodel powersSEO targetstriggersactivates fetchenables timingcompliance clearspublishes scoressurfaces gapsfeeds loopmetadata arrivesstudy queuedraw audio instructured text outprior report pasteddelta findings feddraft impressionvalidated reportreport serializedresult returnedsession closedcorpus sourced frompowersgeneratesretraining signalfeeds public benchcredibility signalclears solo useclears enterprise usepartial refusal redirectstrial entry pointfeeds SLA rulesconstrains templateraw audio streamclean text tokenstriggers comparisonenriched findings inputawaits acknowledgmentreport sampletrial expiresconverts to paidactivates workflowfeeds speed proofunit economicscompresses marginfeeds domain vocabtrains on reportsstyle feedbackprior report pastedcomparison section inputsigned report payloaddelivers to PACS/RISfeeds corpustrains enginelatency measuredcompliance requiresswitcher pathconverts to seatspriced asevent converts togenerates leadsdefines targetoperationalises gatetraining data originmigration dependencycorpus feeds enginevendor shapes audit scopechurn compresses ARRtriggers reviewgates deploymentfeeds trainingpowers assemblypublishes scoreslogs completionscompliance verifiedcorpus feedsmodel trainedSEO targetsswitcher clicksmigrated user activatesSLA metraw HL7 streamparsed segmentsworklist entryraw audio tokensclean transcriptstructured textpasted prior reportcomparison sectionescalation resolvedtemplate createdSLA values setpre-prod validationmapping confirmedcleaned audiostructured transcriptprior text pasteddiff section readypayload dispatcheddelivery confirmedack or escalatevocabulary corpusfine-tuned weightsreport historystyle embeddingsSLA thresholdsranked impressionORU payloadrouted messageenablestriggersconverts tostarts withfeeds intomeasured asenablesraisesgeneratesraw DICOM feedstructured metadatacurated report corpusvector indexcompliance requirementaudit trailraw suggestionsteam config eventmigration triggeractivated switcherlatency measurementdegradation signalcorpus legal basisvendor identity gapmigration funnelinforms audit logdrives switcher yieldconstrains feedback loopraw HL7 bytesparsed fieldscandidate worklist entryunique study confirmedaudio capture signalcandidate termaccepted termno read receipt timeoutraw event payloadpublic benchmarkclears gateswitcher landsstructured outputraw audio inframes to decoderrecognised tokensquery embeddingstyle candidatesfinding tokensprior + current textdelta findingsrouted messageACK or NACKstate transitionsfeeds intoenablessurfacesprecedesproducesdriven bydelivers format viarequired forvalidatespublished asmodality boundqueue order feedsenterprise configauthenticated tenantsigned report sampledcorpus fed to modelASR pipeline inputclean text outputstructured findings incategory label outrequires legal basisexposes contract gapoperationalises migrationquantifies degradationfeeds tag listnormalised fieldsraw corpus inclean corpus outindex parameterschunk configSLA constraintbudget enforcedlog event streamschema appliedrole definitions inpermissions enforcedimported report datavalidated data passedsatisfies checkimplements pagetriggers migrationgates market entrystructures outputfeeds productivity metricbenchmark drives retraininauth checkPID parsestudy createdmic streamraw transcriptcorrected textfindings inputcategory labeldraft reportinconsistency alertraw framessegmented framesbeam candidatesscored transcriptsigned report textstyle embeddingimpression phrasesclassifier scorecategory labelDICOM tagsstudy metadatafeeds intodepends ongates conversioninputs towrites toquantifiespayload receivedvalidated payloadsmoke-test resultgo-live approvedsigned reports feedinitial corpus readytoken confidenceflag for reviewprior and current textdelta tokensstructured findingscategory assignedscore outputraw PACS referenceanonymised linkmessage dispatchedread receipttriggers fetchseeds indexfeeds tokeniserpopulates corpustrains templatesdrives completionsgates on pausefeeds latency logstamps identitywrites schema fieldversions access rulesupdates matrixinitiates parsefeeds validation gatespecifiesrefinesdecomposes intovalidatessupports migration offerORM segmentmodality codeSLA tag feedstoken validatedauthorized requestaudio stream insegment passedtranscript tokensmemory readstyle appliedscore checkedmanual override neededvoice capturedstructured textevery edit loggedautocomplete entrycompliance gatefeeds intotriggersemitsreduces cost viauses rubricraw framesboundary markersframe segmentsconfidence-passed framesraw token streamnormalised termsretrieved style vectorsupdated embeddingscategory probabilitiesthreshold-passed categorytokenised report pairaligned diff outputraw audio gatedraw DICOM inscrubbed textcorpus to indexdebounce firesidentity tokenparsed reportseat activatedclassified SOPPHI risk flagencoder configlatency estimateaudit bind OKmapped fieldsbilling recordschema groundsgap drivestooling executesconversion depends onvariance quantified byfeeds degradation risktrains modeltriggers checkgates entrypublishes scorefeeds metricsenablesfeeds trainingVAD fireschunk queuedpartial transcriptaccepted tokenscorrected textfields populatedmodality tagthreshold appliedlabel confirmedlabel in impressionsign eventhash confirmedphrasing delta sourcetriggers sessiondelivers draftunlocks volume feefeeds revenueprecedes connectorburn vs break-evencompleted reports feedrefines time savingsraw PCM framesemphasised signalmel featuresacoustic posteriorssubword tokensOOV flag passedcosine scoreaccepted suggestionfeeds tag checktrains style modelsets thresholdusage gates dealcost subtractedwrites scorepopulates commonsapproved studiescompliance scopecorpus sourcingconsent basisvendor identitySLA confidentialityload varianceSLA floorswitcher pipelineconversion signalcorpus seedsexemption clearstraining completesRIS fetch enabledbenchmark feedsproposal acceptedcontract embedsquality proves valueraw HL7 bytesparsed PID fieldsmodality tagTAT deadline setaudio stream opencalibrated thresholdaudio chunkstop hypothesismodality contextversioned rulesetsigned report HTMLversion hashlogs accepted entriesembeds integrationpublic quality proofaudio chunksdispatch signalagent outputsslotted draftvalidated draftinconsistency flagfinal reportquality eventstructured outputconformant payloadAPI requestauthorisedauthoriseddelivery eventwebhook metricsession inittriggers assemblydelivers draftfires billing eventaccumulates feedeepens lock-indefines pilot scopeconverts to Enterpriseconfirms positionvalidates bootstrappedstrips pixelsvalidates CRMfeeds deltaqualifies dealemits eventssignals adoptionscopes exemptiondefines boundaryoperationalises limitfeeds log schemarefines schemaaudits corpusvalidates consentdepends on vendorundisclosed dependencymeasures variancesets SLA floortracks conversionde-risks revenue gapGTM-1INSEO & event presenceWeb Summit Rio, AMCHAM Arena,Laudite switcher SEO pageGTM-2PROCFree trial entry14-day Pro trial, no card required14-day trialGTM-3PROCLaudite migration offer14-day assisted migration for LauditeswitchersGTM-4PROCSelf-serve Pro activationRadiologist activates dictation,autocomplete, macrosGTM-5KPITime-saved signal firesMedian 52s editor-to-signaturedemonstrated in session52 s medianGTM-6DECPro subscription decisionConvert trial: monthly or annual ProplanGTM-8OUTPro paying seatPay-per-seat or pay-per-study,undisclosed BRL priceGTM-10OUTEnterprise contract signedHospital or imaging clinic oninstitutional planGTM-11PROCLaiBench & usage metricsPublic case-by-case qualitybenchmark feeds referral54.6% <1 minGTM-12PROCWeekly physician product loopMDs in weekly product decisions;LaudAI trained on 65K reports65K+ reportsPRD-1INPACS/RIS sends study metadataHL7 MLLP, DICOMweb, or XML APIingest14 systemsPRD-2PROCInstitution template enforcesSLAModality TAT, signature rules, CBRdeadlines1h critical / 3h urgentPRD-3INRadiologist voice dictationDomain-ASR skips punctuation andheaders12 min → <3 minPRD-4PROCLaudAI personalizes outputPer-user AI Memory learns style andvocabularyPRD-5DECGUIDE suggests categorizationAuto-proposes Lung-RADS, BI-RADS,TI-RADSPRD-6PROCZero-Click assembles impressionAI constructs structured impressionsectionre-reads -40%PRD-8PROCPhysician acknowledges alertWhatsApp, push, or call; audit log onreceipt7 escalation levelsPRD-9PROCRadiologist reviews and signsBrowser-based sign-off; no localinstall neededPRD-10OUTStructured report exportedHL7 ORU^R01, DICOM SR, FHIR R4, orRESTPRD-11PROCLaudAI memory updatedSigned report refines per-user stylemodelMKT-1INBrazilian radiology demand poolTeleradiology, imaging clinics, hospitaldepts in BRMKT-2INTrigger: dictation bottleneck12 min avg dictation time creates shiftoverload12 min avgMKT-3PROCSegment: solo teleradiologistOne MD covers hospital, clinic, EDsimultaneouslyPro planMKT-4PROCSegment: institutional buyerHospital/clinic dept needing audit trail,SSO, SLAEnterprise planMKT-5DECBuyer vs user splitAdmin/IT signs Enterprise; radiologistMD uses dailyMKT-6PROC14-day trial converts ProSelf-serve trial targets Lauditeswitcher MDs14-day trialMKT-8OUTSpeech-to-report activationLaudAI Engine on 65K+ reports; 354Kautocompletes served52 s median TATMKT-10KPIProductivity metric reported~10 hrs returned per 100 reports;54.6% under 1 min54.6% <1 minMKT-11RISKRefused demand: image AINo pixel analysis; explicitly out ofdetection categoryMKT-12RISKRefused: low-volume no-TATBuyers where TAT not bottleneckflagged as poor fitOPS-1INInstitution template & SLAconfigAdmin sets modality templates, TAT,signature rulesOPS-2INHL7/FHIR/DICOM inboundExam order arrives via HL7 v2, FHIR R4,or DICOM SROPS-3PROCRadiologist voice dictationDomain ASR strips punctuation,structures reportOPS-4PROCLaudAI personalizationPer-user clinical memory adaptsvocabulary and styleOPS-5DECGUIDE categorization checkSuggests Lung-RADS, BI-RADS, orTI-RADS labelsOPS-6PROCZero-Click impression assemblyAI assembles impression sectionautomaticallyOPS-8DECPhysician acknowledgment gate7-state protocol:emit→delivery→open→ack→escalationOPS-9PROCRadiologist review and e-signBrowser-based; no client install;remote-on-call readyMedian 52 s to signatureOPS-10OUTReport delivered to RIS/HISOutput via HL7 v2, FHIR R4, DICOM SR,or REST54.6% under 1 minOPS-12KPILaiBench quality benchmarkPublic case-by-case accuracybenchmarking feedback loop~10 h / 100 reportsMON-1INFree 14-day Pro trial entryNo card required; converts to paid Pro14-day trialMON-2PROCPro subscription (individualradiologist)Monthly or annual billing; seat-basedSaaSMON-5KPIReport-speed productivityproofMedian 52s to sign; 54.6% under oneminute52s medianMON-6OUTRevenue: seat or study feesB2B subscription; pay-per-seat orpay-per-studyMON-7INVariable cost: LLM inferencePer-report AI inference drives marginalcostMON-9RISKARR and customer countunknownNo disclosed ARR, logos, or contractvaluesARR: ?MON-10PROCLaiBench quality signalCase-by-case public benchmark drivesconversionMON-11KPI~10 hours saved per 100 reportsStated value prop anchoringwillingness to pay10 hrs/100 rptsTEC-1INRadiologist voice dictationBrowser-based; no local install; footpedal optionalTEC-2PROCRadiology-domain ASR engineSkips punctuation/headers; structuresraw speechTEC-3PROCLaudAI personalization layer65K+ reports trained; per-user stylememory65K+ reportsTEC-5PROCMulti-agent validation engineChains agents to detect reportinconsistencies automaticallyTEC-6OUTStructured report outputMedian 52 s editor-to-signature; 354Kautocompletes logged52 s median TATTEC-8OUTPACS / RIS deliveryHL7 MLLP, DICOMweb STOW-RS, XML to14 named systems14 systemsTEC-9PROCSupabase + AWS storage (BRregion)PostgreSQL on Supabase; files on AWS;LGPD data residencyTEC-10KPILangfuse usage analyticsAnonymized LLM usage metrics fedback to model tuningTEC-12RISKCross-border LLM vendor riskUS-based AI partners; LGPD Art. 33standard clauses requiredORG-2PROCProduct Engineering(founder-led)TypeScript, Python, Swift, DICOM, FHIRstackORG-3INLaudAI Engine training corpusRAG trained on 65K+ radiologistreports65K+ reportsORG-4PROCCopilot autocomplete pipeline354K autocomplete entries served toradiologists354K entriesORG-5DECCFM 2.454/2026 compliancegateDPO (Natan) reviews features againstLGPD and CFM AI resolutionORG-7OUTOrganisations/teams featureShared templates, role-basedworkflow; launched Dec 2025Dec 2025ORG-8KPIReport-to-signature latencyMedian time from editor open tosigned report52 s medianORG-9PROCLaudite switcher acquisitionSEO comparison page; 14-day assistedmigration offer14-day migrationORG-10OUTB2B subscription revenuePay-per-seat or pay-per-study; noARR disclosedORG-11OUTEvent presence signalAMCHAM Arena 2026 and Web SummitRio 2026ORG-12PROCPerformance feedback toengineReal-world report data re-entersLaudAI training loopRSK-2INLaudAI Engine training corpusModel trained on 65K+ internal reports65K+ reportsRSK-3PROCSpeech-to-report core processNatural speech → structured report,no punctuation dictation52s median TATRSK-6DECCFM 2,454/2026 compliancesignalAssistive-only positioning explicitlyciting CFM resolution10 Aug 2026RSK-7PROCPACS/RIS and HL7/FHIRintegrationHL7 v2, FHIR R4, DICOM-SR, REST,webhooks citedRSK-8OUTAudit log and LGPD stackPer-exam log, TLS 1.3, AES-256,BR-region residencydpo@laudos.aiRSK-9OUTLaudite switcher acquisitionSEO comparison page; 14-day assistedmigration offer3,900 reports telemetryRSK-10RISKZero disclosed revenue orfundingNo ARR, no named investors,bootstrapped 2025 vintageRSK-12KPIReport volume feedback loopMore signed reports improve LaudAIEngine accuracy354K autocomplete entriesGTM-d1PROCCFM 2.454/2026 compliancecheckVerify assistive-use framing beforedeploymentGTM-d2OUTLaiBench case benchmarkpublishedPublic per-case quality score postedGTM-d3PROC65K-report LaudAI EnginetrainingDomain LLM fine-tuned on Brazilianradiology corpus65K reportsGTM-d4PROCPACS/RIS metadata fetchStudy metadata pulled; zero pixel datatransferred0 pixel bytesGTM-d6PROCLaudite SEO migration pageSwitcher landing page with 14-dayassisted migration offer14-day assistGTM-d7PROCWeekly physician product loopMDs review roadmap and validatefeature decisions weeklyweekly cadencePRD-d1INHL7 MLLP ingest from RISReceives ORU/ORM from Carestream,MV, Tasy, Pixeon14 systemsPRD-d2PROCDomain ASR strips punctuationRadiology-trained STT removesheaders and punctuation tokens12 min → 3 minPRD-d3PROCPrior report paste and diffAI compares pasted prior report,generates delta sectionPRD-d4DECMulti-agent consistency checkParallel agents flag cross-fieldinconsistencies before sign-offPRD-d6OUTDICOM SR and HL7 ORU exportReport serialized to DICOM SR or HL7ORU^R01 for RIS ingestionPRD-d7PROCLangfuse anonymized usageloggingAnonymized interaction metrics sentto Langfuse for AI monitoringMKT-d1PROCLaudAI Engine trains on reports65K+ reports fine-tune PT-BRradiology LLM65K+ reportsMKT-d2KPI354K autocomplete entriesloggedCopilot acceptance events feed modelretraining354K entriesMKT-d3PROCLaiBench public case scoringPer-case quality benchmarked openlyby physiciansMKT-d4DECCFM 2454/2026 compliancegateAssistive framing satisfies BrazilAI-in-medicine resolutionMKT-d5PROCLaudite switcher SEO page14-day assisted migration targetsembedded Laudite users14-day trialMKT-d7OUTHL7/FHIR/DICOM-SR integrationbundleFour protocols unlock enterprisePACS/RIS handshake4 protocolsOPS-d1PROCModality SLA assignmentmaps each exam type to TAT targetand comms ruleOPS-d2PROCTemplate house-standard lockinstitution sets fixedtechnique/findings/impressionstructureOPS-d3PROCPunctuation and headerstrippingdomain ASR drops non-clinical tokensin real timeOPS-d4PROCPrior report paste and diffAI compares pasted prior to current,flags delta findingsOPS-d6OUTWhatsApp and push notificationdispatchBusiness API with delivery andread-receipt trackingOPS-d7KPILaiBench case-level scoringpublic per-case quality benchmarkagainst production reportsMON-d1DEC14-day trial conversion gateTrial expires; Pro paywall triggeredimmediatelyday 14MON-d2PROCDictation-to-signature pipelineVoice input processed to signedreport in ~52s52s medianMON-d3PROCEnterprise SSO/SAMLonboarding costIdP integration labor billed into customquoteMON-d4KPILLM inference per-reportmarginal costToken cost per study; volume drivesgross marginunknown $/reportMON-d5PROCHL7/FHIR/DICOM-SR connectorlayerInstitutional pipe enabling HIS/RIS dataexchangeTEC-d1PROCRadiology-domain vocabularymodelASR fine-tuned on radiology terms,skips punctuation/headersTEC-d2PROCPer-user clinical memory store65K+ reports train per-radiologiststyle and vocabulary65K+ reportsTEC-d3PROCGUIDE categorization engineSuggests Lung-RADS, BI-RADS,TI-RADS from findings text3 schema typesTEC-d4PROCPrior-exam comparison injectorPastes prior report; AI diffs new,resolved, changed findingsTEC-d6OUTHL7 ORU^R01 report emitterSends signed report to Carestream,MV Soul, Tasy via MLLP6 MLLP partnersTEC-d7DECCBR SLA enforcement timerPlatform enforces 1h critical and 3hurgent TAT thresholds1h / 3h thresholdsORG-d1PROCDICOM/FHIR ingest pipelineParses imaging studies into structuredreport contextORG-d2IN65K report fine-tune corpusDomain-specific training set fromBrazilian radiology65K+ reportsORG-d3KPI52-second latency SLA gateEditor-to-signature median enforcedas product constraint52 s medianORG-d4PROCCFM 2.454/2026 audit logMaintains traceable AI-assist recordsper resolutionORG-d5PROCLaudite 14-day migration flowAssisted onboarding convertscompetitor users to seats14-day windowORG-d6OUTPay-per-seat pricing tierB2B seat or study billing unlockssubscription ARRORG-d7OUTAMCHAM/Web Summit lead genEvent presence converts visibility intopipeline contacts2 events 2026RSK-d2RISKLaudAI Engine corpus sourcing65K reports; provenance and consentbasis unclear65K reportsRSK-d3RISKCloud vendor undisclosedBR-region stated; AWS/GCP/Azure notnamed publiclyRSK-d5PROCLaudite macro migration friction14-day assisted migration; calibratedmacros risk churn14-day SLAPRD-d8PROCMLLP TCP listener receives HL7persistent socket parses HL7 v2ORM/ORU segmentsPRD-d9PROCStudy metadata mapped toworklistaccession, modality, patient ID writtento worklist DBPRD-d10PROCASR radiology vocabulary filterdomain model suppresses non-clinicalhomophonesPRD-d11PROCStructured fieldsauto-populatedtechnique and findings sections filledfrom transcript tokensPRD-d12OUTPrior diff renders changedfindingsNLP delta highlights new, resolved,changed findings inlinePRD-d14DECUnacknowledged alert escalatesno receipt within deadline triggersnext channel in ladder7 levelsOPS-d8PROCModality template SLA bindingLinks exam type to TAT, comm,signature rulesOPS-d9PROCSynthetic data HL7 smoke-testValidates mappings and webhooksignatures pre-prodOPS-d10PROCDomain ASRspeech-to-structureRadiology-tuned STT convertsdictation to structured fieldsOPS-d11PROCComparison diff generationAI highlights new, resolved, changedfindings vs priorOPS-d13OUTAnonymised summary and PACSlinkAlert payload strips PHI, attachescontrolled image linkOPS-d14PROCEscalation deadline timerCountdown fires re-alert if no ackwithin 1h or 3h SLA1h / 3hTEC-d8PROCRadiology acoustic modelfine-tuningDomain vocabulary injected into ASRbase modelTEC-d9PROCPer-user style vector storeEmbeddings of prior reports perradiologist65K+ reportsTEC-d10PROCTemplate SLA rule engineEncodes TAT, signature, comms rulesper modalityTEC-d11DECImpression assembly scorerZero-Click ranks candidate impressionsentencesTEC-d12PROCHL7 MLLP endpoint routerRoutes ORU^R01 to correct PACSpartner endpoint6 MLLP partnersTEC-d14OUTWhatsApp delivery receiptloggerCaptures delivery, open, ack events viaEvolution APIMON-d8PROCTrial activation without cardZero-friction signup reduces drop-offat entry0 card requiredMON-d9DECDay-14 conversion promptPaywall trigger at trial expiry, Proupsellday 14MON-d10PROCDictation ASR layerSpeech-to-text converts audio beforeLLM structuringMON-d11PROCTemplate governance perinstitutionEnterprise admins lock approvedphrase librariesMON-d12KPIPer-report LLM token costMarginal inference cost scales withreport word countcost per tokenMON-d14RISKAudit trail log storage costImmutable sign-off records stored perEnterprise seatORG-d8PROCDICOM tag extraction &normalisationparse modality, body part, lateralityfrom DICOM headersORG-d9PROCRAG retrieval index buildchunk 65K reports into vector storefor copilot lookup65K reportsORG-d10PROCCFM 2.454/2026 audit log writerappend timestamped AI suggestion +radiologist override eventsORG-d11DECAutocomplete confidencethreshold gatesuppress suggestions below minimumscore to cut noise354K entriesORG-d12PROCRole-based template accesscontrolorg admin assigns shared templatesper radiologist roleORG-d13PROCSwitcher onboarding checklist14-day guided import of Lauditereport history and macros14 daysORG-d14RISK52-second SLA breach alertflag reports exceeding median latencyfor founder review52 s medianRSK-d9PROCTraining corpus legal basisEstablish LGPD lawful basis for 65Kreport dataset65K reportsRSK-d10RISKCloud vendor contractdisclosureIdentify AWS/GCP/Azure BR regioncontractual lock-inRSK-d12KPIMacro migration conversion rate14-day assisted migration yield fromLaudite base14-day windowRSK-d13RISKTAT degradation under load52s median sustainability at highconcurrent study volume52s medianPRD-d15PROCHL7 segment parser extractsfieldsPID, OBR, ORC segments mapped tostudy recordPRD-d16DECWorklist deduplication checkprevents duplicate study entries fromrepeated ADT feedsPRD-d17INFoot pedal or hotkey start/stophardware-agnostic input triggers ASRcapture sessionPRD-d18PROCRadiology lexicon confidencescoredomain vocabulary filter assignsper-term confidence thresholdPRD-d20OUTWhatsApp Business API deliveryreceiptEvolution API returns delivered andread timestamps per message2 receipt statesPRD-d21PROCLangfuse event schemaanonymizationPHI stripped before usage metricevent written to LangfuseTEC-d15PROCAcoustic frame segmentationSplits raw audio stream intophoneme-level framesTEC-d16PROCRadiological lexicon beamsearchBiases ASR decoder toward radiologyvocabulary tokensTEC-d17PROCStyle vector cosine retrievalFetches closest past phrases fromper-user embedding store65K+ reports trainedTEC-d18PROCLung-RADS / BI-RADS / TI-RADSclassifierAssigns structured category scorefrom finding tokensTEC-d19PROCPrior-report diff engineDiffs injected prior text againstcurrent draft finding-by-findingTEC-d20PROCMLLP socket connectionmanagerMaintains persistent TCP sockets toHL7 MLLP receivers6 named MLLP partnersTEC-d21PROCWhatsApp read-receipt statemachineTracks sent, delivered, read,acknowledged states with timestampsMON-d15PROCASR engine language modelBrazilian Portuguese acoustic modelfor radiology termsMON-d16PROCReady-phrase autocompletetriggerkeystroke shortcut expands validatedphrase libraryMON-d17PROCSignature-lock finalization stepsingle tap locks report andtimestamps for audit52 s medianMON-d18PROCMulti-client format switchingteleradiologist toggles template perhospital per shiftMON-d20PROCRole-based access provisioningadmin assigns radiologist, manager,auditor scopes at onboardingMON-d21OUTLaiBench per-case scoringpipelineanonymized report graded publiclyagainst quality benchmarkOPS-d15PROCModality queue priority rankingAssigns urgent vs routine order toincoming examsOPS-d16PROCSSO and user provisioningEnterprise SSO maps radiologistidentity to tenantOPS-d17PROCLaudAI style corpus bootstrapSeeds per-user model from firstsigned reports354K autocomplete entriesOPS-d18PROCRadiological vocabulary ASRtuningDomain lexicon overrides genericspeech model errorsOPS-d19DECGUIDE threshold rule evaluationApplies Lung-RADS, BI-RADS, TI-RADSscoring logicOPS-d21PROCAcknowledgment SLAcountdown timerStarts 1h or 3h clock on critical orurgent flag1h critical, 3h urgentRSK-d16PROCTraining data consent legalbasisMap LGPD Art.11 health-data lawfulbasis per examRSK-d17RISKCloud vendor SLAconfidentialityUndisclosed vendor contract terms forPHI in BR region?RSK-d18PROCCFM 2,454 audit trailcompletenessPer-exam log must capture modelversion and edit deltaAug 2026 deadlineRSK-d19PROCMacro-to-template conversiontoolingAutomated parser converts Lauditemacros to Laudos templates14-day SLARSK-d20KPITAT variance under concurrentload52-second median may inflate whenqueue depth spikes52 s medianORG-d15PROCDICOM tag vocabulary mappingMap DICOM tags to structured reportfieldsORG-d16PROCReport de-identification stepStrip PHI before LaudAI fine-tunecorpus ingestion65K+ reportsORG-d17DECRAG chunk size tuningOptimise chunk overlap for radiologyterminology retrievalORG-d18KPIAutocomplete latency budgetEnforce sub-second suggestion returnwithin 52s SLA<1 s targetORG-d19PROCCFM 2.454 audit log schemaDefine fields: user, action, timestamp,model versionORG-d20PROCTemplate permission matrixMap role types to read/write/share onshared templatesORG-d21DECMigration data validation gateVerify imported Laudite report formatintegrity pre-activation14-day windowPRD-d22PROCBearer token validated at APIgatewaysk_live_ prefix checked before anyrequestPRD-d23PROCHL7 PID segment extractspatient MRNMRN mapped to internal study UUIDPRD-d24PROCWorklist SLA modality tagassignedTarget TAT written to study record oningestPRD-d25PROCASR audio chunked to streamingendpointAudio frames sent tocopilot.laudos.ai/api/v1PRD-d26PROCRadiology lexicon replaceshomophone errorsDomain vocabulary overrides genericASR outputPRD-d27DECGUIDE threshold determinescategory labelLung-RADS, BI-RADS, or TI-RADS scorewritten to findings fieldPRD-d28DECMulti-agent flags field-levelinconsistencyAgent compares findings againstimpression for contradictionsPRD-d31PROCEscalation level counterincrementsEach missed deadline advances tonext contact channel7 levelsPRD-d32PROCRadiologist edits flaggedinconsistencyInconsistency highlighted in UI beforesignature allowedPRD-d33PROCSigned report triggers HL7 ORUbuildReport fields serialized into ORU^R01message segmentsPRD-d34PROCLangfuse event strips PHI beforeloggingPatient identifiers removed; onlyusage metrics retainedPRD-d35PROCLaudAI memory stores signedphrasing deltaDiff between template default andfinal text saved per userPRD-d36OUTDICOM SR encodes structuredfinding codesFinding codes written as DICOMcontent items in SR objectPRD-d37PROCPagar.me or Stripe processesseat invoiceSubscription charge calculated onseat or study countTEC-d22PROCAcoustic frame boundarydetectorSplits raw audio stream intophoneme-level framesTEC-d23PROCRadiological n-gram languagemodelScores candidate word sequencesagainst radiology corpus65K+ reportsTEC-d24PROCStyle vector embedding writerEncodes signed report into per-userstyle embeddingTEC-d25PROCImpression candidate rankerScores and selects top impressionphrase from candidatesTEC-d26DECGUIDE threshold decision nodeApplies Lung-RADS/BI-RADS/TI-RADScutoff rulesTEC-d28PROCDICOM metadata extractionparserPulls modality, study UID, and seriestags pre-reportMON-d22PROCASR acoustic model selectionPortuguese medical ASR enginechosen per dialectMON-d23PROCReady-phrase library versioningInstitution-specific phrase sets storedand syncedMON-d25DECDay-14 paywall enforcementlogicTrial expiry blocks report signature atcutoff14 daysMON-d26PROCLaiBench case ingestionpipelineBlinded case fed to model, outputscored vs. ground truthMON-d27PROCAudit log retention policyReport edits, timestamps, user IDswritten to immutable logMON-d28KPIMulti-client template switchingcostFormat-swap latency and LLMreprompt overhead per client~secondsOPS-d22PROCWebhook signature validationHMAC check on inbound HL7/FHIRpayloadsOPS-d23DECSynthetic exam smoke-testpass/failGo/no-go gate before productioncutoverOPS-d24PROCPer-radiologist style corpus initBootstrap vocabulary from first Nsigned reportsOPS-d25DECASR confidence threshold gateLow-confidence token flagged forradiologist reviewOPS-d26PROCFindings delta classifierLabels each diff token as new,resolved, or changedOPS-d27PROCLung-RADS / BI-RADS rule engineApplies modality-specific thresholdrules to findingsOPS-d28OUTGUIDE suggestion confidencescoreOutputs probability score alongsidecategory suggestionOPS-d30PROCPACS link anonymisation stepStrips PHI, attaches access-controlledPACS tokenOPS-d31PROCWhatsApp delivery receiptcaptureEvolution API read-receipt stored toaudit logOPS-d32KPIEscalation retry counterTracks attempt count against CBR1h/3h SLA window1h / 3h SLAOPS-d33OUTCase-level LaiBench score writeStores per-exam quality scorepost-signatureOPS-d34PROCAudit event immutable appendTimestamps each state change totamper-evident logORG-d22PROCDICOM modality worklist fetchpull scheduled study list via MWLqueryORG-d23PROCReport sentence boundarydetectiontokenise dictated text into structuredsentencesORG-d24INLaudAI prompt template registrystores modality-specific promptvariants per organ65K reportsORG-d25PROCAutocomplete keystrokedebouncedelays inference call until typingpause threshold<300 msORG-d26DECCFM 2.454 physician identitybindlinks CRM number to every AI-assistedreportCRM-SP 192770ORG-d27PROCTeam template version controltracks template edits with author andtimestampORG-d28PROCSwitcher report format parseringests Laudite export files and mapsfields14-day windowRSK-d24PROCPost-market surveillanceprotocolDefine PMS cadence per RDC 657lifecycle rulesRSK-d25PROCCFM 2,454 audit trail schemaMap log fields to CFM August 2026requirementsRSK-d26DECTraining data consentverificationValidate legal basis for each corpussource65K+ reportsPRD-d38PROCHL7 ORM^O01 modality parsedExtracts modality code from ORMorder messagePRD-d39PROCWorklist priority queue sortedOrders studies by SLA urgency andmodality tagPRD-d40DECBearer token scope verifiedChecks sk_live_ token permissionsagainst endpointPRD-d41PROCAudio chunk VAD silencedetectedVoice activity detection splitsdictation into segmentsPRD-d42OUTASR partial transcript emittedStreaming endpoint returnsincremental transcript tokensPRD-d43PROCLaudAI prior phrasing retrievedFetches radiologist's storedvocabulary delta for modalityPRD-d44DECGUIDE confidence belowthresholdLow-confidence categorization flagsmanual review promptMON-d29PROCAcoustic model languagevariantPT-BR radiology vocab fine-tune onASRMON-d30PROCReady-phrase match scoringFuzzy match rank triggersautocomplete dropdownMON-d31OUTSignature-lock audit eventImmutable timestamp written onfinalizationMON-d33PROCMulti-client template cachePer-destination format pre-loaded atshift startMON-d34PROCLaiBench scoring rubric versionCase rubric versioned per subspecialtydomainMON-d35RISKBootstrapped monthly cashburnBurn rate estimated from headcountand infraTEC-d29PROCVAD silence boundary splitterdetects speech/silence transitions forsegment boundariesTEC-d30DECAcoustic confidence score gatefilters low-confidence frames beforelexicon searchTEC-d31PROCRadiological term normalizermaps ASR output tokens to canonicalSNOMED/RadLex termsTEC-d32PROCStyle vector delta updaterincrementally updates embeddingafter each signed report65K+ reportsTEC-d33DECGUIDE category confidencethresholdrejects low-probabilityLung-RADS/BI-RADS/TI-RADSassignmentsTEC-d34PROCPrior-report sentence aligneraligns prior and current findingsentences for diff markupOPS-d35PROCFoot pedal keystroke capturemaps pedal events to dictationstart/stop/editOPS-d36PROCASR beam-search decoderadiological language model scorestop-N token sequencesOPS-d37PROCStructured field slot fillmaps decoded text to finding,anatomy, laterality slotsOPS-d38PROCStyle delta accumulationappends signed report diff to per-userLaudAI corpus354K autocomplete entriesOPS-d39PROCAutocomplete candidaterankingranks next-phrase candidates byper-user frequency weightOPS-d40DECLung-RADS version pinresolves which guideline versionapplies to exam dateOPS-d41DECGUIDE confidence thresholdgatesuppresses suggestion if score belowcalibrated cutoffOPS-d42PROCImpression clause selectorpicks template clauses matchingGUIDE category and findingsOPS-d43PROCZero-Click draft assemblyconcatenates ranked clauses intocoherent impression block52 s median sign timeOPS-d45PROCRequesting physician lookupresolves correct physician contactfrom exam order metadataOPS-d46DECCBR SLA bucket assignmentassigns 1 h critical or 3 h urgentbucket to finding1 h / 3 hOPS-d47PROCEvolution API message dispatchposts anonymised summary and PACSlink via WhatsApp BusinessOPS-d48PROCDelivery receipt state machinetransitions alert state on sent,delivered, read events7 statesOPS-d49PROCEscalation retry scheduleincrements retry counter and re-alertsat fixed intervalsOPS-d50PROCDirect-dial fallback triggerinitiates device dialer call ifWhatsApp/push unacknowledgedOPS-d51OUTAcknowledgment token writestores physician confirmation with ISOtimestamp to audit logOPS-d52PROCHL7 v2 message serialiserencodes signed report as ORU R01segment for RIS deliveryOPS-d53PROCFHIR R4 bundle builderwraps report resource andobservations into FHIR bundleOPS-d54DECDelivery channel routerselects HL7, FHIR, DICOM SR, or RESTbased on institution configORG-d29PROCDICOM SOP class filterRoute SR, CT, MR, US to correct parserORG-d30DECDe-id confidence scorerFlag residual PHI with probability scoreORG-d31DECRAG embedding model selectChoose encoder for Portugueseradiology textORG-d32PROCAutocomplete beam widthparamCap candidate hypotheses to controllatency354K entriesORG-d33DECCFM physician CRM bind checkValidate CRM-SP token beforesignature allowedORG-d34PROCMigration field-mappingmanifestMap Laudite report fields to Laudosschema14-day SLAORG-d35OUTSeat-count billing event emitterEmit billing event on org memberactivationRSK-d30PROCPost-market vigilance cadenceSchedule periodic safety andeffectiveness reviewsRSK-d31PROCCFM 2,454 audit schemavalidationVerify log fields satisfy CFM Aug 2026requirementsAug 2026RSK-d32PROCMacro ingestion pipelineParse Laudite macro files into Laudostemplate format14-day windowRSK-d33KPIConcurrent load TAT SLAMeasure 52s median degradation atpeak concurrency52 s medianPRD-d45PROCVAD endpoint sends finalizedchunksilence boundary commits audiosegment to ASR queuePRD-d46DECASR confidence gates LLM inputlow-confidence tokens flagged beforestructuring LLM callPRD-d47PROCLLM structures findings intoschemadomain LLM maps dictated text totechnique/findings fieldsPRD-d48PROCGUIDE retrieves modality rulesetLung-RADS, BI-RADS, or TI-RADS rulesloaded per exam typePRD-d49OUTGUIDE category label written todraftconfirmed label appended tostructured findings sectionPRD-d51OUTSigned report version hashstoredSHA hash of final signed text writtento audit logMON-d36PROCWEBRIS agent session initlaiagent authenticates into WEBRISper-study sessionMON-d37OUTDraft delivery to editorstructured draft injected into reporteditor field52s medianMON-d38DECHCPA pilot conversion gate77-user proposal under institutionalevaluation July 202677 usersMON-d39PROCPer-laudo R$3.50 volume feerevenue scales linearly with monthlyreport countR$3.50/laudoMON-d40INPACS/RIS integration feeone-time onboarding fee embeds andraises switching costMON-d41KPIBreak-even cash positionoperational break-even reached; burnrate undisclosedR$0 CACMON-d42PROC30k report flywheel input30k reports feed template andvocabulary refinement loop30k reportsOPS-d55PROCFoot pedal HID event decodeMaps pedal keystrokes torecord/pause/stop commandsOPS-d56DECASR acoustic model selectionPicks radiology-tuned acoustic modelper modalityOPS-d57DECASR lattice confidence filterRejects low-confidence tokens belowset thresholdOPS-d58DECSlot schema validation gateVerifies all required structured fieldsare populatedOPS-d59PROCStyle delta weight decayDownweights stale style signals overrolling windowOPS-d60PROCAutocomplete posterior re-rankRe-scores candidates againstper-user style corpusOPS-d61DECImpression clause confidencegateBlocks low-confidence clauses fromZero-Click draftOPS-d62DECLung-RADS version compatibilitycheckValidates report year against pinnedLung-RADS versionOPS-d63OUTGUIDE suggestion audit writeLogs accepted and rejected GUIDEsuggestions per caseOPS-d64DECBI-RADS and TI-RADS rule branchRoutes finding to correctclassification rule engineOPS-d65PROCZero-Click clause ordering stepSorts impression clauses by clinicalseverity rankOPS-d66KPIGUIDE threshold calibrationmetricTracks suggestion acceptance rate totune thresholdsaccept rateOPS-d68PROCRequesting physician directorylookupResolves correct contact frominstitutional physician tableOPS-d69DECCBR SLA bucket boundary checkEnforces 1h critical and 3h urgentbucket boundaries1h / 3hOPS-d70PROCEvolution API payload builderSerialises anonymised summary andPACS link for WhatsAppOPS-d71DECDelivery receipt timeoutwatchdogFires escalation if delivery receiptabsent at deadlineOPS-d72PROCEscalation recipient sequencewalkSteps through up-to-7-person prioritylist sequentially7 contactsOPS-d73PROCAcknowledgment token hashverifyValidates one-time token beforemarking case acknowledgedOPS-d74PROCHL7 v2 segment field mapperMaps report fields to OBR/OBXsegment definitionsTEC-d36PROCAcoustic pre-emphasis filterBoosts high-freq consonants beforeframe analysisTEC-d37PROCmel-filterbank feature extractorConverts PCM frames to 80-dim melspectrogramTEC-d38PROCCTC decoder with beam searchDecodes acoustic posteriors intosubword tokensTEC-d39DECRadiological OOV handlerFlags out-of-vocabulary anatomyterms for fallbackTEC-d40DECStyle vector similarity gateAccepts autocomplete only abovecosine threshold354K completionsTEC-d41PROCPer-report embedding snapshotWrites new style delta after eachsigned report65K reports trainedTEC-d42PROCImpression draft confidencescorerScores each candidate impressionagainst style vectorTEC-d43PROCGUIDE multi-label posteriormergerCombines Lung-RADS, BI-RADS,TI-RADS posteriorsTEC-d44DECThreshold breach action routerRoutes borderline GUIDE score toradiologist reviewTEC-d45PROCDiff change-type classifierLabels each diff spannew/resolved/changedTEC-d47PROCPACS controlled-link generatorMints short-lived signed URL to examin PACSTEC-d48PROCWhatsApp template messagerendererFills approved WABA template withfinding summaryTEC-d49PROCEscalation recipient list resolverResolves up to 7 prioritised recipientsper finding7 contacts maxTEC-d50PROCHL7 segment builderAssembles OBX/PID/ORC segmentsfrom report fieldsTEC-d51PROCSTOW-RS multipart payloadencoderWraps DICOM-SR object inmultipart/related POSTTEC-d52DECDelivery channel fallbackselectorFalls back HL7→DICOMweb→REST onsend failureTEC-d53PROCLangfuse event schema mapperMaps pipeline step to anonymisedLangfuse eventTEC-d54OUTAudit log record finaliserSeals timestamped action chain inSupabase rowORG-d36DECDICOM metadata schemavalidatorchecks mandatory tags before ingestaccepts studyORG-d37PROCRadiologist style profile builderclusters autocomplete history intoper-user vocabulary model354K entriesORG-d39DECHCPA pipeline qualification gatemaps 77-user HCPA pilot to B2Bcontract threshold77 usersORG-d40KPIPer-laudo cost trackermeasures AI inference spend againstR$0.25 ceilingR$0.25/laudoORG-d41OUTLAIbench quality score writerscores each completed report andappends to benchmark datasetORG-d42KPIRadCommons schema adoptionsignaltracks external institutions adoptingopen structuring standardRSK-d35DECCFM 2454 assistive-useboundaryVerify every output requiresradiologist sign-offRSK-d36DECANVISA Q&A item 34 scope gateConfirm no autonomous classificationcrosses SaMD thresholdRSK-d37PROCTraining data consent auditVerify legal basis for 65K reportcorpus under LGPD65K reportsRSK-d38RISKCloud vendor SLA disclosureIdentify AWS/GCP/Azure BR contractand uptime termsundisclosedRSK-d39KPIConcurrent load TAT floorMeasure TAT degradation at peaksimultaneous dictations52s medianRSK-d41KPIB2B pipeline conversion rateTrack HCPA pilot conversion to signedcontract July 202677 users pendingGTM-d8PROCRadCommons open standardpublishPublish open radiology structuringschema to attract ecosystemGTM-d9DECANVISA SaMD exemptionconfirmedRDC 657/2022 Q&A items 34/49exempt text-editing softwareRDC 657/2022GTM-d10PROCLaudAI Engine corpus ingestionFine-tune domain LLM on 65K+radiologist-authored reports65K reportsGTM-d11PROCWEBRIS agentic integration livelaiagent navigates WEBRIS RIS withoutstoring patient dataRede D'Or RISGTM-d12KPILAIbench score computed perreportObjective quality score calculatedcontinuously against benchmarkcase-by-caseGTM-d13DECHCPA pipeline proposalevaluation77-user institutional proposal underreview for July 202677 usersGTM-d14OUTInstitutional template lock-inHospital-governed vocabulary andtemplates raise switching costhigh churn barrierPRD-d52PROCHL7 field tokenizer splitssegmentsMSH PID OBR OBX split into key-valuepairsPRD-d53PROCWorklist modality SLA clock setCT/MRI/XR modality tag maps to TATtargetPRD-d54PROCVAD energy threshold calibratedambient noise floor sampled to setsilence cutoffPRD-d55PROCASR streaming lattice prunedbeam-search pruned to top-Nradiology hypothesesPRD-d56DECGUIDE ruleset version pinnedactive Lung-RADS BI-RADS TI-RADSversion locked per examPRD-d58OUTReport version diff hashedSHA-256 of signed HTML stored toimmutable audit logTEC-d55PROCAgentic framework taskdispatcherRoutes dictation chunk to correctspecialist agentTEC-d56PROCReport section slot fillerMaps agent output totechnique/findings/impression slotsTEC-d57DECInter-agent consistencycheckerFlags contradictions across sectionagent outputsTEC-d58KPILAIbench quality scorerObjective continuous quality score perfinalised report65K+ reportsTEC-d59PROCRadCommons schema validatorValidates structured output againstopen radiology standardTEC-d60DECBearer token auth gateValidates sk_live_ token before APIrequest proceedsTEC-d61OUTWebhook event dispatcherEmits signed webhook payload toinstitution endpointMON-d43PROCWEBRIS DOM scrape triggerlaiagent detects RIS study-open eventto startMON-d44PROCStructured draft assemblyagêntico framework merges ASR +templates into draft3.8 min medianMON-d45PROCR$3.50 per-laudo billing metervolume counter increments onsignature-lock eventR$3.50/laudoMON-d46KPIInstitutional template lock-indepthPACS/RIS-embedded vocab raisesswitching cost post-deployhigh exit costMON-d47DECHCPA 77-user pilot scopeJuly 2026 proposal: 77 radiologists,Porto Alegre77 usersMON-d49KPIBreak-even cash signaloperational break-even reached; noexternal capital drawnR$0 ext. capitalOPS-d75PROCASR language model warm-upLoad radiological n-gram LM beforesessionOPS-d76PROCSession vocabulary cache loadInject per-radiologist lexicon into ASRruntime354K entriesOPS-d77DECFoot pedal start-stop gateHID event toggles ASR record on/offOPS-d78DECAcoustic confidence floor checkReject frame if confidence belowthresholdOPS-d79PROCRadiological entity taggerLabel anatomy, modality, lateralitytokensOPS-d80PROCSlot fill conflict resolverReconcile duplicate or contradictoryfield valuesOPS-d81OUTDraft structured segmentemitterWrite validated slots to report JSONskeletonOPS-d82PROCPrior report section extractorParse pasted prior report into datedfinding blocksOPS-d83PROCFinding temporal alignmentAlign prior and current findings byanatomy labelOPS-d84DECDelta label assignmentTag each finding: new, resolved,changed, stableOPS-d85PROCComparison prose generatorRender delta labels as naturalcomparison sentencesOPS-d86DECComparison section confidencegateFlag low-confidence deltas forradiologist reviewOPS-d87PROCStyle corpus sentence samplerSample recent signed reports for stylebaseline65K+ reportsOPS-d88PROCVocabulary frequency tablebuildCount term frequencies per radiologistcorpusOPS-d89PROCStyle delta merge into corpusAppend new signed report to rollingstyle corpusOPS-d90PROCAutocomplete trigram indexupdateRebuild trigram index after style deltamergeOPS-d91PROCSuggestion posterior blendWeight LaudAI prior vs institution priorby recencyOPS-d92DECGUIDE modality branch routerRoute finding set to Lung-RADS,BI-RADS, or TI-RADSOPS-d93PROCGuideline version registrylookupResolve active guideline version forinstitutionOPS-d94PROCNumeric measurement extractorParse size, density, echo values fromstructured slotsORG-d43PROCDICOM pixel data stripRemove pixel data before LLM contextinjectionORG-d44PROCRadiologist CRM validation APICross-check CRM-SP against CFMregistry at sign-upORG-d46KPILAIbench delta scorerCompare pre/post model updatequality scores continuouslyORG-d47DECHCPA contract term negotiationMap institutional procurement stepstoward July 2026 go-live77 usersORG-d48PROCPer-seat invoice reconciliationMatch seat-count billing events tomonthly invoice totalsR$150-200k/yrORG-d49INRadCommons contributor intakeIngest external schema proposals towiden open-standard adoptionRSK-d42DECANVISA Q&A item 34 scope gateConfirm report-editing exemptionapplies to Laudos.AI functionsRSK-d43PROCAssistive-use boundaryenforcementDefine and log where AI stops andradiologist beginsRSK-d44PROCCFM 2454 audit trail schemaStructured log fields satisfying CFMpost-market requirementsRSK-d45DECTraining corpus consentverificationConfirm legal basis for each reportused in LaudAI Engine65K+ reportsRSK-d46RISKCloud vendor SLA disclosureIdentify and contractually lockBR-region cloud provider SLARSK-d47KPIConcurrent load TAT floorMeasure TAT degradation at peaksimultaneous report sessions52s medianRSK-d48KPIB2B pipeline conversion rateTrack HCPA pilot conversion to signedcontract by Q3 202677 users
ARRASTAR MOVEROLAR AMPLIACLIQUE NUMA CAIXA0 ENCAIXA