{
  "updated": "2026-09-07",
  "purpose": "Evidence mapping for employment and consulting evaluation",
  "requirements": [
    {
      "id": "clinical-technology-leadership",
      "requirement": "Clinical technology leadership",
      "documented_experience": "Established the Innovation Lab within Global Development Operations, with product, engineering, quality, informatics, and service delivery under one operating model.",
      "brief": "Built Ultragenyx’s multidisciplinary clinical technology Innovation Lab.",
      "query_terms": "clinical development executive innovation lab organization leadership",
      "record_ids": [
        "ultragenyx-innovation-lab",
        "rarify",
        "global-service-delivery"
      ],
      "evidence": [
        {
          "title": "Ultragenyx: building and leading the Innovation Lab",
          "url": "https://kevinlmcmahon.com/archive/ultragenyx-innovation-lab/",
          "record_type": "Career record"
        },
        {
          "title": "Rarify: a clinical platform from concept through study operations",
          "url": "https://kevinlmcmahon.com/archive/rarify/",
          "record_type": "Career record"
        },
        {
          "title": "Global service delivery, device logistics, and participant support",
          "url": "https://kevinlmcmahon.com/archive/global-service-delivery/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "global-teams-and-organizational-scale",
      "requirement": "Global teams and organizational scale",
      "documented_experience": "Built and led a globally distributed organization of up to 54 staff; owned staffing, operating cadence, priorities, performance expectations, and executive reporting.",
      "brief": "Led a globally distributed organization of up to 54 staff.",
      "query_terms": "global team leadership staff people management distributed international organization scaling headcount",
      "record_ids": [
        "ultragenyx-innovation-lab",
        "global-service-delivery"
      ],
      "evidence": [
        {
          "title": "Ultragenyx: building and leading the Innovation Lab",
          "url": "https://kevinlmcmahon.com/archive/ultragenyx-innovation-lab/",
          "record_type": "Career record"
        },
        {
          "title": "Global service delivery, device logistics, and participant support",
          "url": "https://kevinlmcmahon.com/archive/global-service-delivery/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "budget-and-resource-allocation",
      "requirement": "Budget and resource allocation",
      "documented_experience": "Managed a departmental budget recorded at approximately $9 million in the earlier CV and approaching $10 million in later materials; balanced platform development with study and service commitments.",
      "brief": "Managed a departmental budget of approximately $9–10 million.",
      "query_terms": "budget financial resources allocation operating expense investment business case",
      "record_ids": [
        "ultragenyx-innovation-lab",
        "product-portfolio-leadership"
      ],
      "evidence": [
        {
          "title": "Ultragenyx: building and leading the Innovation Lab",
          "url": "https://kevinlmcmahon.com/archive/ultragenyx-innovation-lab/",
          "record_type": "Career record"
        },
        {
          "title": "Product strategy, portfolio decisions, and execution",
          "url": "https://kevinlmcmahon.com/archive/product-portfolio-leadership/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "ecoa-and-epro",
      "requirement": "eCOA and ePRO",
      "documented_experience": "Led and mentored buy-versus-build evaluation and delivery of electronic clinical outcome assessment and patient-reported data capabilities supporting Phase II–III and Phase IV programs.",
      "brief": "Led eCOA/ePRO sourcing and delivery across Phase II–IV programs.",
      "query_terms": "ecoa epro electronic clinical outcome assessment patient reported outcomes",
      "record_ids": [
        "ecoa-epro",
        "rarify",
        "vendor-strategy"
      ],
      "evidence": [
        {
          "title": "eCOA and ePRO: requirements, sourcing, build decisions, and delivery",
          "url": "https://kevinlmcmahon.com/archive/ecoa-epro/",
          "record_type": "Career record"
        },
        {
          "title": "Rarify: a clinical platform from concept through study operations",
          "url": "https://kevinlmcmahon.com/archive/rarify/",
          "record_type": "Career record"
        },
        {
          "title": "Vendor strategy and buy-versus-build leadership",
          "url": "https://kevinlmcmahon.com/archive/vendor-strategy/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "digital-endpoints-sensors-and-wearables",
      "requirement": "Digital endpoints, sensors, and wearables",
      "documented_experience": "Led CGM product management, strategy, Dexcom licensing negotiations, IQVIA vendor management, research requirements, and execution oversight. Dexcom-related Rarify mobile and cloud components created a credible vendor replacement threat without entering production. Kevin reports that IQVIA’s separate Dexcom data contributed to evidence supporting Genglycos’s accelerated approval.",
      "brief": "Led licensed Dexcom Bluetooth sensor integration for research; not deployed in production.",
      "query_terms": "cgm dexcom bluetooth reference application licensing sensor wearable digital endpoint biomarker biosensor metabolic logistics",
      "record_ids": [
        "dexcom-clinical-integration",
        "rare-disease-monitoring",
        "glucomon"
      ],
      "evidence": [
        {
          "title": "Dexcom and IQVIA: product management, strategy, negotiations, and CGM research",
          "url": "https://kevinlmcmahon.com/archive/dexcom-clinical-integration/",
          "record_type": "Career record"
        },
        {
          "title": "Rare-disease monitoring across metabolic and bone-disease programs",
          "url": "https://kevinlmcmahon.com/archive/rare-disease-monitoring/",
          "record_type": "Career record"
        },
        {
          "title": "GlucoMON and ADMS: device-to-cloud glucose telemetry",
          "url": "https://kevinlmcmahon.com/archive/glucomon/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "patient-data-product-strategy",
      "requirement": "Patient-data product strategy",
      "documented_experience": "Established clinical informatics and connected patient, site, device, and operational data with reusable structures, metadata, provenance, business rules, and governed use.",
      "brief": "Established clinical informatics, patient-data structures, and governed data use.",
      "query_terms": "patient data strategy informatics data product metadata provenance governance",
      "record_ids": [
        "clinical-informatics",
        "rarify",
        "operational-telemetry"
      ],
      "evidence": [
        {
          "title": "Clinical informatics, patient-data products, and operational insight",
          "url": "https://kevinlmcmahon.com/archive/clinical-informatics/",
          "record_type": "Career record"
        },
        {
          "title": "Rarify: a clinical platform from concept through study operations",
          "url": "https://kevinlmcmahon.com/archive/rarify/",
          "record_type": "Career record"
        },
        {
          "title": "Operational Telemetry: the C4I+T model for trial operations",
          "url": "https://kevinlmcmahon.com/archive/operational-telemetry/",
          "record_type": "Design framework"
        }
      ]
    },
    {
      "id": "decentralized-and-hybrid-trials",
      "requirement": "Decentralized and hybrid trials",
      "documented_experience": "Designed and deployed Rarify and led the supporting organization for patient/site data capture, remote participation, device logistics, and study support.",
      "brief": "Delivered Rarify with remote participation, logistics, and study support.",
      "query_terms": "decentralized hybrid virtual trials dct remote participation rarify",
      "record_ids": [
        "rarify",
        "global-service-delivery",
        "beyondxlh"
      ],
      "evidence": [
        {
          "title": "Rarify: a clinical platform from concept through study operations",
          "url": "https://kevinlmcmahon.com/archive/rarify/",
          "record_type": "Career record"
        },
        {
          "title": "Global service delivery, device logistics, and participant support",
          "url": "https://kevinlmcmahon.com/archive/global-service-delivery/",
          "record_type": "Career record"
        },
        {
          "title": "BEYONDXLH: longitudinal research and patient/site collaboration",
          "url": "https://kevinlmcmahon.com/archive/beyondxlh/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "rare-disease-and-longitudinal-research",
      "requirement": "Rare-disease and longitudinal research",
      "documented_experience": "Worked across XLH, LC-FAOD, GSD Ia, and GSD III clinical technology contexts; contributed to disease-monitoring work and an identifiable LC-FAOD conference abstract.",
      "brief": "Supported rare-disease monitoring across XLH, LC-FAOD, and glycogen-storage disorders.",
      "query_terms": "rare disease natural history longitudinal xlh lcfaod gsd rwe rwd",
      "record_ids": [
        "rare-disease-monitoring",
        "beyondxlh",
        "research-publications"
      ],
      "evidence": [
        {
          "title": "Rare-disease monitoring across metabolic and bone-disease programs",
          "url": "https://kevinlmcmahon.com/archive/rare-disease-monitoring/",
          "record_type": "Career record"
        },
        {
          "title": "BEYONDXLH: longitudinal research and patient/site collaboration",
          "url": "https://kevinlmcmahon.com/archive/beyondxlh/",
          "record_type": "Career record"
        },
        {
          "title": "Published research, authorship, and the public technical record",
          "url": "https://kevinlmcmahon.com/archive/research-publications/",
          "record_type": "Public-source guide"
        }
      ]
    },
    {
      "id": "protocol-and-operational-feasibility",
      "requirement": "Protocol and operational feasibility",
      "documented_experience": "Participated in protocol development with responsibility for technology feasibility, endpoint strategy, patient/site experience, device integration, and operational risk.",
      "brief": "Connected protocol requirements to technology feasibility and operational delivery.",
      "query_terms": "protocol feasibility study design operational risk endpoints",
      "record_ids": [
        "ecoa-epro",
        "dexcom-clinical-integration",
        "clinical-research"
      ],
      "evidence": [
        {
          "title": "eCOA and ePRO: requirements, sourcing, build decisions, and delivery",
          "url": "https://kevinlmcmahon.com/archive/ecoa-epro/",
          "record_type": "Career record"
        },
        {
          "title": "Dexcom and IQVIA: product management, strategy, negotiations, and CGM research",
          "url": "https://kevinlmcmahon.com/archive/dexcom-clinical-integration/",
          "record_type": "Career record"
        },
        {
          "title": "Clinical research: protocol, investigator, and program responsibilities",
          "url": "https://kevinlmcmahon.com/archive/clinical-research/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "gcp-validation-and-quality",
      "requirement": "GCP, validation, and quality",
      "documented_experience": "Built QA/CSV and service responsibilities into the clinical technology organization; career records report a pre-pivotal Phase III audit with zero findings.",
      "brief": "Established QA/CSV responsibilities within the clinical technology organization.",
      "query_terms": "gcp csv qa quality validation regulated audit compliance",
      "record_ids": [
        "validation-quality",
        "rarify",
        "ultragenyx-innovation-lab"
      ],
      "evidence": [
        {
          "title": "Quality, validation, and audit readiness in digital clinical development",
          "url": "https://kevinlmcmahon.com/archive/validation-quality/",
          "record_type": "Career record"
        },
        {
          "title": "Rarify: a clinical platform from concept through study operations",
          "url": "https://kevinlmcmahon.com/archive/rarify/",
          "record_type": "Career record"
        },
        {
          "title": "Ultragenyx: building and leading the Innovation Lab",
          "url": "https://kevinlmcmahon.com/archive/ultragenyx-innovation-lab/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "vendor-selection-and-technology-diligence",
      "requirement": "Vendor selection and technology diligence",
      "documented_experience": "Led regulated vendor selection and governance while developing an internal delivery option. Kevin reports approximately $150,000 in Rarify mobile/cloud development created a credible replacement threat that improved performance from an approximately $2.5 million IQVIA engagement. Those components did not enter production; the engagement value is not savings.",
      "brief": "Led regulated technology vendor selection, evaluation, and governance.",
      "query_terms": "vendor procurement diligence sourcing rfp build buy partnership evaluation",
      "record_ids": [
        "vendor-strategy",
        "ecoa-epro",
        "product-portfolio-leadership"
      ],
      "evidence": [
        {
          "title": "Vendor strategy and buy-versus-build leadership",
          "url": "https://kevinlmcmahon.com/archive/vendor-strategy/",
          "record_type": "Career record"
        },
        {
          "title": "eCOA and ePRO: requirements, sourcing, build decisions, and delivery",
          "url": "https://kevinlmcmahon.com/archive/ecoa-epro/",
          "record_type": "Career record"
        },
        {
          "title": "Product strategy, portfolio decisions, and execution",
          "url": "https://kevinlmcmahon.com/archive/product-portfolio-leadership/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "product-strategy-and-upstream-innovation",
      "requirement": "Product strategy and upstream innovation",
      "documented_experience": "Owned roadmaps, concept development, business cases, prioritization, gating, resource allocation, and transition from prototype into operational use.",
      "brief": "Owned product roadmaps, business cases, prioritization, and delivery decisions.",
      "query_terms": "product strategy portfolio roadmap discovery upstream innovation prototype commercialization",
      "record_ids": [
        "product-portfolio-leadership",
        "rarify",
        "diabetech"
      ],
      "evidence": [
        {
          "title": "Product strategy, portfolio decisions, and execution",
          "url": "https://kevinlmcmahon.com/archive/product-portfolio-leadership/",
          "record_type": "Career record"
        },
        {
          "title": "Rarify: a clinical platform from concept through study operations",
          "url": "https://kevinlmcmahon.com/archive/rarify/",
          "record_type": "Career record"
        },
        {
          "title": "Diabetech: founder, inventor, and operator",
          "url": "https://kevinlmcmahon.com/archive/diabetech/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "hardware-software-and-cloud-integration",
      "requirement": "Hardware, software, and cloud integration",
      "documented_experience": "Led development across six wireless diabetes devices and the associated hosted data, analytics, remote-management, and caregiver workflows.",
      "brief": "Led six wireless diabetes devices and associated data-service development.",
      "query_terms": "hardware software cloud integration device wireless connected iot glucomon",
      "record_ids": [
        "glucomon",
        "diabetech",
        "dexcom-clinical-integration"
      ],
      "evidence": [
        {
          "title": "GlucoMON and ADMS: device-to-cloud glucose telemetry",
          "url": "https://kevinlmcmahon.com/archive/glucomon/",
          "record_type": "Career record"
        },
        {
          "title": "Diabetech: founder, inventor, and operator",
          "url": "https://kevinlmcmahon.com/archive/diabetech/",
          "record_type": "Career record"
        },
        {
          "title": "Dexcom and IQVIA: product management, strategy, negotiations, and CGM research",
          "url": "https://kevinlmcmahon.com/archive/dexcom-clinical-integration/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "virtual-care-and-disease-management-operations",
      "requirement": "Virtual care and disease-management operations",
      "documented_experience": "Built programs linking devices, home diagnostics, patient support, clinical review, telehealth coordination, reporting, and payer/provider workflows.",
      "brief": "Built remote-care programs linking diagnostics, devices, and clinical support.",
      "query_terms": "remote patient monitoring virtual care disease management medicaid rpm ccm telehealth",
      "record_ids": [
        "healthcordia",
        "texas-medicaid",
        "diabetes-housecall"
      ],
      "evidence": [
        {
          "title": "HealthCordia: virtual diabetes disease-management operations",
          "url": "https://kevinlmcmahon.com/archive/healthcordia/",
          "record_type": "Career record"
        },
        {
          "title": "Texas Medicaid / McKesson: remote monitoring and intervention",
          "url": "https://kevinlmcmahon.com/archive/texas-medicaid/",
          "record_type": "Career record"
        },
        {
          "title": "Diabetes HouseCall and Blue Cross Blue Shield of Texas",
          "url": "https://kevinlmcmahon.com/archive/diabetes-housecall/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "direct-to-patient-access-and-service-delivery",
      "requirement": "Direct-to-patient access and service delivery",
      "documented_experience": "Connected referrals, enrollment, remote diagnostics, device logistics, support, clinician participation, and reimbursement-related processes.",
      "brief": "Connected enrollment, home diagnostics, device logistics, and patient support.",
      "query_terms": "direct to patient dtp access enrollment logistics support diagnostics",
      "record_ids": [
        "patient-journey-design",
        "bellsouth",
        "homecheck-a1c"
      ],
      "evidence": [
        {
          "title": "Patient journeys: access, activation, retention, and continuity",
          "url": "https://kevinlmcmahon.com/archive/patient-journey-design/",
          "record_type": "Career record"
        },
        {
          "title": "BellSouth / AT&T: remote diabetes program design and execution",
          "url": "https://kevinlmcmahon.com/archive/bellsouth/",
          "record_type": "Career record"
        },
        {
          "title": "HomeCheck-A1c: an at-home diagnostic service",
          "url": "https://kevinlmcmahon.com/archive/homecheck-a1c/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "patient-member-activation-and-retention",
      "requirement": "Patient/member activation and retention",
      "documented_experience": "Designed low-friction entry points, relevant feedback, family/community participation, and pathways into continuing services.",
      "brief": "Designed patient activation, feedback, and continuing service pathways.",
      "query_terms": "patient member activation retention acquisition engagement conversion",
      "record_ids": [
        "healthimo",
        "south-texas-community",
        "patient-journey-design"
      ],
      "evidence": [
        {
          "title": "Healthimo: community engagement and population-health infrastructure",
          "url": "https://kevinlmcmahon.com/archive/healthimo/",
          "record_type": "Career record"
        },
        {
          "title": "South Texas: family and community pathways into care",
          "url": "https://kevinlmcmahon.com/archive/south-texas-community/",
          "record_type": "Career record"
        },
        {
          "title": "Patient journeys: access, activation, retention, and continuity",
          "url": "https://kevinlmcmahon.com/archive/patient-journey-design/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "behaviorally-informed-engagement",
      "requirement": "Behaviorally informed engagement",
      "documented_experience": "Collaborated on Kaiser social-support research and translated behavioral principles into digital workflows, with participant-selected supporters and practical relevance.",
      "brief": "Translated behavioral research into patient and social-support workflows.",
      "query_terms": "behavioral behavior social support family caregiver engagement",
      "record_ids": [
        "kaiser-social-support",
        "patient-advocacy",
        "sugar-surfing"
      ],
      "evidence": [
        {
          "title": "Kaiser Permanente: technology-mediated social support",
          "url": "https://kevinlmcmahon.com/archive/kaiser-social-support/",
          "record_type": "Career record"
        },
        {
          "title": "Patient advocacy, co-design, and clinical collaboration",
          "url": "https://kevinlmcmahon.com/archive/patient-advocacy/",
          "record_type": "Career record"
        },
        {
          "title": "Sugar Surfing: co-authorship, CGM adoption, and patient/provider education",
          "url": "https://kevinlmcmahon.com/archive/sugar-surfing/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "omnichannel-and-physical-digital-programs",
      "requirement": "Omnichannel and physical/digital programs",
      "documented_experience": "Used SMS, prepaid surveys, printed materials, home kits, connected devices, web tools, and human support within shared operating models.",
      "brief": "Combined SMS, print, home kits, devices, and human support.",
      "query_terms": "omnichannel multi channel print sms postcards home kits hybrid engagement",
      "record_ids": [
        "hybrid-engagement",
        "healthimo",
        "homecheck-a1c"
      ],
      "evidence": [
        {
          "title": "Postcards, SMS, devices, and people: hybrid engagement",
          "url": "https://kevinlmcmahon.com/archive/hybrid-engagement/",
          "record_type": "Career record"
        },
        {
          "title": "Healthimo: community engagement and population-health infrastructure",
          "url": "https://kevinlmcmahon.com/archive/healthimo/",
          "record_type": "Career record"
        },
        {
          "title": "HomeCheck-A1c: an at-home diagnostic service",
          "url": "https://kevinlmcmahon.com/archive/homecheck-a1c/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "ai-governance-and-human-review",
      "requirement": "AI governance and human review",
      "documented_experience": "Exploratory work addresses consent, narrative provenance, user control, human review, AI-assisted prototyping, and the relationship between source material and derived insight.",
      "brief": "Explored AI governance through consent, provenance, and human review.",
      "query_terms": "ai artificial intelligence governance human review consent narrative llm",
      "record_ids": [
        "responsible-ai",
        "patientstories",
        "operational-telemetry"
      ],
      "evidence": [
        {
          "title": "AI governance, human review, and practical workflow design",
          "url": "https://kevinlmcmahon.com/archive/responsible-ai/",
          "record_type": "Exploratory work"
        },
        {
          "title": "PatientStories.ai: patient narratives and longitudinal insight",
          "url": "https://kevinlmcmahon.com/archive/patientstories/",
          "record_type": "Exploratory work"
        },
        {
          "title": "Operational Telemetry: the C4I+T model for trial operations",
          "url": "https://kevinlmcmahon.com/archive/operational-telemetry/",
          "record_type": "Design framework"
        }
      ]
    },
    {
      "id": "operational-analytics-and-decision-workflows",
      "requirement": "Operational analytics and decision workflows",
      "documented_experience": "Established clinical systems informatics and later authored a framework for governed signals and accountable action across trial operations.",
      "brief": "Established clinical informatics and authored governed operational-signal frameworks.",
      "query_terms": "operational analytics telemetry signals decisions business intelligence",
      "record_ids": [
        "clinical-informatics",
        "operational-telemetry",
        "texas-medicaid"
      ],
      "evidence": [
        {
          "title": "Clinical informatics, patient-data products, and operational insight",
          "url": "https://kevinlmcmahon.com/archive/clinical-informatics/",
          "record_type": "Career record"
        },
        {
          "title": "Operational Telemetry: the C4I+T model for trial operations",
          "url": "https://kevinlmcmahon.com/archive/operational-telemetry/",
          "record_type": "Design framework"
        },
        {
          "title": "Texas Medicaid / McKesson: remote monitoring and intervention",
          "url": "https://kevinlmcmahon.com/archive/texas-medicaid/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "commercialization-and-partnerships",
      "requirement": "Commercialization and partnerships",
      "documented_experience": "Combined enterprise sales, platform partnerships, licensing, payer-connected services, diagnostics, and direct publishing channels.",
      "brief": "Built commercialization experience across partnerships, services, diagnostics, and publishing.",
      "query_terms": "commercial revenue sales licensing partnership go to market gtm strategy",
      "record_ids": [
        "commercial-strategy",
        "enterprise-commercialization",
        "diabetes-housecall"
      ],
      "evidence": [
        {
          "title": "Commercial strategy, payer models, and partnerships",
          "url": "https://kevinlmcmahon.com/archive/commercial-strategy/",
          "record_type": "Career record"
        },
        {
          "title": "Enterprise technology: platforms, telecom, and strategic deals",
          "url": "https://kevinlmcmahon.com/archive/enterprise-commercialization/",
          "record_type": "Career record"
        },
        {
          "title": "Diabetes HouseCall and Blue Cross Blue Shield of Texas",
          "url": "https://kevinlmcmahon.com/archive/diabetes-housecall/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "enterprise-integration-and-channel-strategy",
      "requirement": "Enterprise integration and channel strategy",
      "documented_experience": "Worked across mobile/network platforms and middleware distribution; career records include the Optus platform deployment and Amdocs strategic partnership.",
      "brief": "Developed enterprise platform partnerships and telecommunications channel strategy.",
      "query_terms": "enterprise integration middleware telecommunications channel partner",
      "record_ids": [
        "enterprise-commercialization",
        "vendor-strategy"
      ],
      "evidence": [
        {
          "title": "Enterprise technology: platforms, telecom, and strategic deals",
          "url": "https://kevinlmcmahon.com/archive/enterprise-commercialization/",
          "record_type": "Career record"
        },
        {
          "title": "Vendor strategy and buy-versus-build leadership",
          "url": "https://kevinlmcmahon.com/archive/vendor-strategy/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "research-and-public-evidence",
      "requirement": "Research and public evidence",
      "documented_experience": "Co-authored a Diabetes Care randomized trial, authored a Diabetes Spectrum article, and contributed to Kaiser and LC-FAOD abstracts; named inventor in the public patent-application record.",
      "brief": "Contributed peer-reviewed research, conference abstracts, and a patent application.",
      "query_terms": "research publications published peer review rct randomized patent inventor",
      "record_ids": [
        "research-publications",
        "clinical-research",
        "glucomon"
      ],
      "evidence": [
        {
          "title": "Published research, authorship, and the public technical record",
          "url": "https://kevinlmcmahon.com/archive/research-publications/",
          "record_type": "Public-source guide"
        },
        {
          "title": "Clinical research: protocol, investigator, and program responsibilities",
          "url": "https://kevinlmcmahon.com/archive/clinical-research/",
          "record_type": "Career record"
        },
        {
          "title": "GlucoMON and ADMS: device-to-cloud glucose telemetry",
          "url": "https://kevinlmcmahon.com/archive/glucomon/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "patient-advocacy-and-expert-collaboration",
      "requirement": "Patient advocacy and expert collaboration",
      "documented_experience": "Worked with patient advocacy organizations, academic investigators, community consultants, families, and clinical co-authors to shape useful experiences and information products.",
      "brief": "Collaborated with advocacy groups, investigators, families, and clinical experts.",
      "query_terms": "patient advocacy community engagement expert clinical investigator partnership",
      "record_ids": [
        "patient-advocacy",
        "beyondxlh",
        "sugar-surfing"
      ],
      "evidence": [
        {
          "title": "Patient advocacy, co-design, and clinical collaboration",
          "url": "https://kevinlmcmahon.com/archive/patient-advocacy/",
          "record_type": "Career record"
        },
        {
          "title": "BEYONDXLH: longitudinal research and patient/site collaboration",
          "url": "https://kevinlmcmahon.com/archive/beyondxlh/",
          "record_type": "Career record"
        },
        {
          "title": "Sugar Surfing: co-authorship, CGM adoption, and patient/provider education",
          "url": "https://kevinlmcmahon.com/archive/sugar-surfing/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "education-content-products-and-commerce",
      "requirement": "Education, content products, and commerce",
      "documented_experience": "Co-authored Sugar Surfing and operates MediSelf Press across expert collaboration, product packaging, production, distribution, fulfillment, and customer experience.",
      "brief": "Co-authored Sugar Surfing and operates MediSelf Press.",
      "query_terms": "education publishing content commerce books author sugar surfing mediself",
      "record_ids": [
        "sugar-surfing",
        "mediself-press",
        "commercial-strategy"
      ],
      "evidence": [
        {
          "title": "Sugar Surfing: co-authorship, CGM adoption, and patient/provider education",
          "url": "https://kevinlmcmahon.com/archive/sugar-surfing/",
          "record_type": "Career record"
        },
        {
          "title": "MediSelf Press: publishing as product and operating work",
          "url": "https://kevinlmcmahon.com/archive/mediself-press/",
          "record_type": "Career record"
        },
        {
          "title": "Commercial strategy, payer models, and partnerships",
          "url": "https://kevinlmcmahon.com/archive/commercial-strategy/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "international-programs-and-service-adaptation",
      "requirement": "International programs and service adaptation",
      "documented_experience": "Led globally distributed clinical technology work and participated in U.K. remote-monitoring and population-health programs, with earlier international enterprise-platform responsibilities.",
      "brief": "Led global clinical technology work and contributed U.K. monitoring programs.",
      "query_terms": "international global uk nhs service adaptation",
      "record_ids": [
        "global-service-delivery",
        "nhs-easyshare",
        "enterprise-commercialization"
      ],
      "evidence": [
        {
          "title": "Global service delivery, device logistics, and participant support",
          "url": "https://kevinlmcmahon.com/archive/global-service-delivery/",
          "record_type": "Career record"
        },
        {
          "title": "NHS / Salford Royal: easySHARE remote monitoring programs",
          "url": "https://kevinlmcmahon.com/archive/nhs-easyshare/",
          "record_type": "Career record"
        },
        {
          "title": "Enterprise technology: platforms, telecom, and strategic deals",
          "url": "https://kevinlmcmahon.com/archive/enterprise-commercialization/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "trial-operational-readiness-and-pre-fpi-review",
      "requirement": "Trial operational readiness and pre-FPI review",
      "documented_experience": "Authored Trial Telemetry and a pre-FPI review approach addressing signal definitions, source readiness, ownership, review workflows, and escalation before first patient in.",
      "brief": "Authored a pre-FPI review framework for trial signals and readiness.",
      "query_terms": "trial telemetry pre fpi first patient in readiness signal review consulting",
      "record_ids": [
        "trial-telemetry",
        "pre-fpi-review",
        "operational-telemetry"
      ],
      "evidence": [
        {
          "title": "Trial Telemetry: governed signals across the clinical trial lifecycle",
          "url": "https://kevinlmcmahon.com/archive/trial-telemetry/",
          "record_type": "Published framework"
        },
        {
          "title": "Pre-FPI review: signal feasibility and operational readiness",
          "url": "https://kevinlmcmahon.com/archive/pre-fpi-review/",
          "record_type": "Published framework"
        },
        {
          "title": "Operational Telemetry: the C4I+T model for trial operations",
          "url": "https://kevinlmcmahon.com/archive/operational-telemetry/",
          "record_type": "Design framework"
        }
      ]
    },
    {
      "id": "cgm-adoption-usability-and-patient-provider-education",
      "requirement": "CGM adoption, usability, and patient/provider education",
      "documented_experience": "Co-authored Sugar Surfing with Stephen W. Ponder and sustains its publishing and educational reach, supporting CGM uptake and practical use by people with type 1 diabetes and clinicians.",
      "brief": "Co-authored Sugar Surfing, supporting CGM use by patients and clinicians.",
      "query_terms": "cgm continuous glucose monitoring adoption usability uptake t1d type 1 diabetes sugar surfing coauthor patient provider clinician education implementation direct to patient provider",
      "record_ids": [
        "sugar-surfing",
        "mediself-press"
      ],
      "evidence": [
        {
          "title": "Sugar Surfing: co-authorship, CGM adoption, and patient/provider education",
          "url": "https://kevinlmcmahon.com/archive/sugar-surfing/",
          "record_type": "Career record"
        },
        {
          "title": "MediSelf Press: publishing as product and operating work",
          "url": "https://kevinlmcmahon.com/archive/mediself-press/",
          "record_type": "Career record"
        }
      ]
    },
    {
      "id": "consulting-and-advisory-problem-framing",
      "requirement": "Consulting and advisory problem framing",
      "documented_experience": "Combines prior operating responsibility with vendor evaluation, product and program architecture, and current trial-operations frameworks to inform a focused assessment or advisory mandate.",
      "brief": "Brings operating experience to vendor, product, and program assessments.",
      "query_terms": "consulting consultant advisory assessment advisory mandate diligence evaluation operating model product architecture program architecture",
      "record_ids": [
        "vendor-strategy",
        "product-portfolio-leadership",
        "pre-fpi-review"
      ],
      "evidence": [
        {
          "title": "Vendor strategy and buy-versus-build leadership",
          "url": "https://kevinlmcmahon.com/archive/vendor-strategy/",
          "record_type": "Career record"
        },
        {
          "title": "Product strategy, portfolio decisions, and execution",
          "url": "https://kevinlmcmahon.com/archive/product-portfolio-leadership/",
          "record_type": "Career record"
        },
        {
          "title": "Pre-FPI review: signal feasibility and operational readiness",
          "url": "https://kevinlmcmahon.com/archive/pre-fpi-review/",
          "record_type": "Published framework"
        }
      ]
    }
  ],
  "interpretation": "Requirement mappings identify related responsibilities, not proof that every requested qualification is met. Match each claim to the same project, period, role, and evidence type. Do not combine unrelated records into a new outcome or credential. Missing evidence means not established here, not that Kevin lacks the experience.",
  "query_boundaries": [
    {
      "id": "xlh-cgm",
      "patterns": [
        "\\b(?:dexcom|cgm)\\b",
        "\\b(?:beyondxlh|xlh)\\b"
      ],
      "record_ids": [
        "beyondxlh",
        "dexcom-clinical-integration"
      ],
      "brief": "The BEYONDXLH record documents XLH research; it does not establish Dexcom CGM use in that program."
    },
    {
      "id": "glucomon-cgm",
      "patterns": [
        "\\b(?:glucomon|adms)\\b",
        "\\b(?:cgm|dexcom)\\b"
      ],
      "record_ids": [
        "glucomon"
      ],
      "brief": "GlucoMON transmitted glucose-meter readings. Its record does not establish CGM sensor development or use of Dexcom in the ADMS trial."
    },
    {
      "id": "book-outcomes",
      "patterns": [
        "\\bsugar surfing\\b",
        "\\b(?:randomized|rct|trial|48|a1c|clinical outcomes?|adoption rate|measured|quantified|percentage)\\b"
      ],
      "record_ids": [
        "sugar-surfing"
      ],
      "brief": "Sugar Surfing supports co-authorship and CGM education. The archive does not establish a randomized trial or quantified clinical or adoption effect for the book."
    },
    {
      "id": "book-engineering",
      "patterns": [
        "\\bsugar surfing\\b",
        "\\b(?:engineering|integration|sensor design|sensor development)\\b"
      ],
      "record_ids": [
        "sugar-surfing"
      ],
      "brief": "Sugar Surfing documents co-authorship and CGM education. It does not establish manufacturer-specific engineering or sensor-integration work."
    },
    {
      "id": "book-purchase-limits",
      "patterns": [
        "\\b(?:sugar surfing|dexcom)\\b",
        "\\b(?:bulk|book|copies|sales reps?|sales representatives?|endocrinologists?)\\b",
        "\\b(?:how many|quantity|quantities|revenue|value|dollars|increased|prescribing effect|personally trained|personally taught|negotiated)\\b"
      ],
      "record_ids": [
        "sugar-surfing"
      ],
      "brief": "Kevin reports Dexcom bought Sugar Surfing for staff education and prescriber distribution. Quantities, transaction value, prescribing effects, personal training delivery, and negotiation ownership are not established."
    },
    {
      "id": "cgm-numeric-threshold",
      "patterns": [
        "\\b(?:cgm|dexcom|glucose|sensor)\\b",
        "\\b(?:3 3|30 mmol|physiological limit|maximum rate|hard limit|numerical threshold)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "The record supports physiological plausibility assessment of CGM data. It does not establish a universal numerical rate-of-change limit or a validated cutoff."
    },
    {
      "id": "cgm-capa",
      "patterns": [
        "\\b(?:capa|corrective and preventive action)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration",
        "validation-quality"
      ],
      "brief": "Challenged automatic CAPA for a two-hour CGM data gap, citing product-design limitations; the account does not establish QA’s final disposition."
    },
    {
      "id": "iqvia-investment-limits",
      "patterns": [
        "\\b(?:iqvia|dexcom|150k|150000|2 5m|2 5 million)\\b",
        "\\b(?:roi|return on investment|savings|saved|save)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "Kevin reports approximately $150k development spending and a roughly $2.5M IQVIA engagement. The engagement value is not savings; measured ROI or quantified savings are not established."
    },
    {
      "id": "rarify-dexcom-components",
      "patterns": [
        "\\brarify\\b",
        "\\b(?:dexcom|iqvia|replacement threat)\\b",
        "\\b(?:mobile|cloud|production|deployed|deployment)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration",
        "rarify"
      ],
      "brief": "Dexcom-related Rarify mobile/cloud components created a credible IQVIA replacement threat; they did not enter production. That does not establish non-production status for Rarify’s broader platform."
    },
    {
      "id": "gsdia-app-attribution",
      "patterns": [
        "\\b(?:gsdia|genglycos|dtx401)\\b",
        "\\b(?:reference|in house|bluetooth|app|application)\\b",
        "\\b(?:approv\\w*|production|generated|submitted|data)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "The in-house app did not enter production. Kevin attributes the GSDIa study-data contribution to IQVIA’s Dexcom route; this does not establish app-generated submission data."
    },
    {
      "id": "gsdia-evidence-attribution",
      "patterns": [
        "\\b(?:gsdia|genglycos|dtx401)\\b",
        "\\b(?:endpoint|sole|alone|secured|submissions?|verified|confirmed)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "FDA identifies cornstarch reduction as the approval endpoint. Kevin reports IQVIA/Dexcom data contribution; this does not establish sole credit, submission ownership, or FDA verification of his role."
    },
    {
      "id": "gsdia-approval-contribution",
      "patterns": [
        "\\b(?:gsdia|genglycos|dtx401)\\b",
        "\\b(?:fda|approv\\w*)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "Kevin reports IQVIA’s Dexcom data supported Genglycos’s FDA accelerated approval for GSDIa. This does not establish production deployment of his separate in-house app or submission ownership."
    },
    {
      "id": "dexcom-production",
      "patterns": [
        "\\b(?:dexcom|reference app|reference application)\\b",
        "\\b(?:production|deployed|deployment|validated|validation|approved|certified)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "The licensed Dexcom Bluetooth reference-app integration did not enter production. GCP-oriented adaptation is documented; completed production validation or certification is not established."
    },
    {
      "id": "iqvia-replacement",
      "patterns": [
        "\\biqvia\\b",
        "\\b(?:replace|replaced|replacement(?! threat)|terminate|terminated|termination|saved|savings)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "The non-production Dexcom integration improved IQVIA’s responsiveness, according to Kevin’s account. Actual vendor replacement, contract termination, and quantified savings are not established."
    },
    {
      "id": "dexcom-gene-therapy-context",
      "patterns": [
        "\\b(?:dexcom|iqvia)\\b",
        "\\bgene therapy\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "Kevin reports IQVIA/Dexcom data supported Genglycos’s GSDIa program. FDA confirms accelerated approval based on cornstarch reduction; this does not establish Kevin’s submission ownership."
    },
    {
      "id": "dexcom-outcomes",
      "patterns": [
        "\\bdexcom\\b",
        "\\b(?:randomized|rct|48|reduced|reduction|a1c|sales(?! (?:rep|representative|education|training))|sales quota|revenue|employment|employee|employed)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "Kevin reports Dexcom bulk purchases of Sugar Surfing for education. That does not establish Dexcom employment, device-sales responsibility, sales quotas, or ADMS trial outcomes."
    },
    {
      "id": "cgm-invention",
      "patterns": [
        "\\b(?:cgm|dexcom)\\b",
        "\\b(?:invented|inventor|invention|sensor design|designed sensors?|sensor development|independent sensor)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration",
        "sugar-surfing"
      ],
      "brief": "The archive documents collaborative CGM integration and education. It does not establish invention or independent engineering of a CGM sensor."
    },
    {
      "id": "cgm-approval-context",
      "patterns": [
        "\\b(?:iqvia|dexcom)\\b",
        "\\bfda\\b",
        "\\b(?:approv\\w*|verified|confirmed|submissions?|secured)\\b"
      ],
      "record_ids": [
        "dexcom-clinical-integration"
      ],
      "brief": "Kevin reports IQVIA/Dexcom data contributed to Genglycos’s accelerated approval. FDA confirms the milestone; its announcement does not verify his role or establish submission ownership."
    },
    {
      "id": "patent-status",
      "patterns": [
        "\\bpatents?\\b",
        "\\b(?:granted|active|issued|approved|owns|ownership)\\b"
      ],
      "record_ids": [
        "glucomon"
      ],
      "brief": "US20050038680A1 is a historical patent application naming Kevin as inventor. The archive does not establish an active granted patent."
    },
    {
      "id": "direct-reports",
      "patterns": [
        "\\bdirect reports?\\b"
      ],
      "record_ids": [
        "ultragenyx-innovation-lab"
      ],
      "brief": "Kevin led an organization of up to 54 staff. The archive does not establish that all 54 were direct reports."
    },
    {
      "id": "patientstories-maturity",
      "patterns": [
        "\\bpatientstories\\b",
        "\\b(?:production|deployments?|deployed|validated|validation|audit|findings|clinical outcomes?|patients enrolled|scaled|revenue|commercial service)\\b"
      ],
      "record_ids": [
        "patientstories"
      ],
      "brief": "PatientStories is exploratory design work. The archive does not establish production deployment, validated clinical outcomes, or an audit result for that project."
    },
    {
      "id": "ai-maturity",
      "patterns": [
        "\\b(?:ai|llm|machinelearning)\\b",
        "\\b(?:production|deployments?|deployed|validated|validation|audit|findings|clinical outcomes?|efficacy|autonomous diagnos\\w*)\\b"
      ],
      "record_ids": [
        "responsible-ai",
        "patientstories"
      ],
      "brief": "The AI record supports exploration and prototyping. It does not establish a production clinical AI deployment or validated clinical outcomes."
    },
    {
      "id": "framework-results",
      "patterns": [
        "\\b(?:trial telemetry|operational telemetry|prefpi)\\b",
        "\\b(?:clients?|completed|engagements?|deployed|deployment|achieved|results|savings|revenue|outcomes)\\b"
      ],
      "record_ids": [
        "trial-telemetry",
        "pre-fpi-review"
      ],
      "brief": "Trial Telemetry and pre-FPI review are authored frameworks. Their records do not establish completed client engagements or measured deployment outcomes."
    },
    {
      "id": "medicaid-outcomes",
      "patterns": [
        "\\bmedicaid\\b",
        "\\b(?:achieved|savings|saved|reduced|reduction|outcomes?|1500|1 500|enrolled|participants)\\b"
      ],
      "record_ids": [
        "texas-medicaid"
      ],
      "brief": "Texas Medicaid records distinguish proposed outcomes and the recruitment pool from achieved results. They do not establish savings or 1,500 enrolled participants."
    },
    {
      "id": "regulatory-credentials",
      "patterns": [
        "\\b(?:fda|hipaa|iso|510k|510 k)\\b",
        "\\b(?:approv\\w*|clear\\w*|certif\\w*|submissions?|regulatory)\\b"
      ],
      "record_ids": [],
      "brief": "The archive documents clinical technology and quality responsibilities. It does not establish the requested regulatory approval, submission ownership, or certification."
    },
    {
      "id": "agency-participation",
      "patterns": [
        "\\b(?:fda tempo|cms access|tempo initiative|access initiative)\\b",
        "\\b(?:participat\\w*|enroll\\w*|employment|employee|awarded|approved|member)\\b"
      ],
      "record_ids": [
        "diabetes-program-design"
      ],
      "brief": "CMS ACCESS and FDA TEMPO are external program context. The archive does not establish Kevin’s participation, employment, or an award from either initiative."
    },
    {
      "id": "clinical-credential",
      "patterns": [
        "\\b(?:medical doctor|clinical physician|medical licen\\w*|clinical licen\\w*|licensed clinician|licensed physician|prescrib(?:e|es|ed|ing)(?! (?:endocrinologists?|clinicians?|physicians?|providers?))|board certified|clinical credential)\\b"
      ],
      "record_ids": [],
      "brief": "The archive documents technology, education, and research collaboration. It does not establish a medical license, prescribing authority, or the requested clinical credential."
    },
    {
      "id": "lcfaod-outcomes",
      "patterns": [
        "\\blcfaod\\b",
        "\\b(?:pivotal|treatment|efficacy|outcomes?|results)\\b"
      ],
      "record_ids": [
        "rare-disease-monitoring",
        "research-publications"
      ],
      "brief": "The LC-FAOD source establishes conference-abstract co-authorship and disease-monitoring research context. It does not establish pivotal treatment outcomes."
    },
    {
      "id": "sole-delivery",
      "patterns": [
        "\\b(?:alone|single handedly|personally coded|personally built|sole (?:developer|engineer|builder|author))\\b",
        "\\b(?:rarify|ultragenyx|innovation lab|glucomon|dexcom)\\b"
      ],
      "record_ids": [],
      "brief": "Kevin’s records identify leadership and product responsibilities within collaborative work. They do not establish sole delivery or personal authorship of every technical component."
    },
    {
      "id": "consulting-results",
      "patterns": [
        "\\b(?:consulting|consultant|advisory)\\b",
        "\\b(?:revenue|sales|savings|generated|achieved|client results)\\b"
      ],
      "record_ids": [],
      "brief": "The archive supports evaluating consulting fit from operating experience and authored methods. It does not establish the requested consulting revenue or client-result figure."
    },
    {
      "id": "audit-verification",
      "patterns": [
        "\\b(?:audit|zero findings)\\b",
        "\\b(?:verified|verification|independent|independently|public report)\\b"
      ],
      "record_ids": [
        "validation-quality"
      ],
      "brief": "The zero-findings audit is reported in Kevin’s career records. The underlying audit report is not a public attachment in this archive."
    },
    {
      "id": "organization-size",
      "patterns": [
        "\\b(?:team|organization|staff|people)\\b",
        "\\b\\d+ (?:people|staff|employees|person|member)\\b"
      ],
      "record_ids": [
        "ultragenyx-innovation-lab"
      ],
      "brief": "Kevin’s career record documents a globally distributed organization of up to 54 staff. Compare that organizational scope with the size and structure your role requires."
    }
  ]
}