Interrogate us.Five parts of one page. Each link opens the page at that section.

The premiseManage AI as a workforce.Part 1 of 5 Three systemsOne per failure.Part 2 of 5 Glass boxNot black box. You see how each answer was made.Part 3 of 5 The workforceDomain experts, staff agents, tools and gates.Part 4 of 5 Organized by outcomesNot features.Part 5 of 5

Read the whole pageFive parts of one page, in order.How it works

Essay 01“The AI Said So” Is Not a Defense. Why a deliverable cannot defend itself.Read the essay

The premisePart 1 of 5
Three systemsPart 2 of 5
Glass boxPart 3 of 5
The workforcePart 4 of 5
Organized by outcomesPart 5 of 5
How it works

Our methods, inside the tools you already use.Free plugins teach your assistant the method. Paid connectors hold the data.Request access How a Suite works

Confidence SuiteTRUSTED and VERIFY. Write to standard and check every claim.Plugins · AvailableConnectors · Invite beta Compliance SuiteMLR Review prepares the packet your MLR board reviews. READY for your board.Plugin · AvailableConnector · Invite beta Decision SuiteDecision Companion: frame, widen, weigh, and record who decided.Plugin · AvailableConnector · Invite beta Ontology SuiteSix questions before any AI money moves. People score; value is always a range.Plugin · AvailableConnector · Invite beta Digital Health SuiteSeven plugins and five connectors. Every fact names its page and the date it was read.Plugins · AvailableConnectors · Invite beta

Life Sciences SuiteHTA, regulatory, literature and medical affairs sources your assistant can call, with gaps marked.Coming soon

Works withCommand line · Claude · ChatGPT · Gemini · Microsoft Copilot · LangChain · CrewAIHow it connects

Confidence SuitePlugins · Available
Compliance SuitePlugin · Available
Decision SuitePlugin · Available
Ontology SuitePlugin · Available
Digital Health SuitePlugins · Available
Life Sciences SuiteComing soon
How a Suite works

Governed work for your team and expert agents.Gates a named person signs, roles your team sets, and a full audit trail.Book a walkthrough See the Workbench

Insights · minutes to daysAd BoardsExpert agents on one question, with ten approaches and 77 ready-made boards.Light · AvailableAdvanced · Invite Deep AnalysisTen best practices and 79 ready-made use cases. Sources attached, gaps marked.AvailableMissions · days to weeksMissionsTwelve Missions with gates a named person signs, from due diligence to reimbursement dossiers.1 invite7 in build4 planned

Ad BoardsLight · Available
Deep AnalysisAvailable
Missions1 invite
See the Workbench

Three markets. The same five.Pick the one that sounds like you. Each link opens the page at that section.See all of them

Life sciences teamsCommission the outcome. Keep the record.ConsultanciesTake on the work you currently turn down.Digital health startupsThe function you can't hire yet, running today.IndividualsWhose name goes on the work.

Life sciences teams
Consultancies
Digital health startups
Individuals
See all of them

Read the method before you buy it.Our publications and the guide to using VITAL.All publications

PublicationsEssays and research, each with its method and its limits.How-to guideUsing VITAL. Start with the first week.

NewTrust, but verify. What TRUSTED and VERIFY changed, and what the test cannot tell you yet.Read the results

Publications
How-to guide
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Clinical ML validation, interoperability, data quality, security and privacy skills for digital health.

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