Expertise

Strategy and execution in one practice

I help move products from an idea or operational problem to a functioning, documented, user-ready system.

Capabilities

Product work shaped by real implementation

Each area reflects practical work completed while developing, documenting, and deploying Luka Bear and its connected platforms.

AI Product Strategy

Defining practical AI products around human workflows, safety, and measurable usefulness.

Proof from Luka Bear

Biography-based memory and personalized conversation profiles serving multiple residents on one platform.

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Typical deliverables

AI workflow map, conversational design, requirements document, feature roadmap.

Product definition and use casesConversational workflowsPrompt and response architecturePersonalization systemsAI feature prioritizationSafety and limitation languageHuman-centered AI design

Assistive Technology and Digital Health

Designing non-medical tools for aging, dementia caregiving, daily routines, and person-centered support.

Proof from Luka Bear

Video-free and consent-based deployment configurations for homes, facilities, and HCBS settings.

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Typical deliverables

Person-centered product review, deployment-model options, accessibility recommendations.

Aging and dementia technologyCaregiver-support toolsIDD and HCBS considerationsPerson-centered designIndependence and routine supportFacility and home deployment models

Web and Application Development

Building the interfaces and connected systems that turn product ideas into usable services.

Proof from Luka Bear

The Caregiver Companion App and secure Caregiver Impact Portal.

Caregiver Companion App Caregiver Impact Portal

Typical deliverables

Caregiver dashboards, portals, responsive sites, secure account systems.

Responsive websites and web applicationsCaregiver dashboardsAdministrative portalsAccount and profile systemsAPIs and third-party integrationsCloud-connected workflowsWordPress and custom development

Product Architecture

Connecting requirements, roles, data, software, hardware, and operations into one coherent product.

Proof from Luka Bear

Four connected platform layers spanning resident interaction, AI personalization, caregiver tools, and administration.

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Typical deliverables

System architecture, user roles and data flows, integration plan, testing workflow.

Requirements gatheringFeature architecture and roadmapsUser roles and data flowsSoftware-hardware integrationTesting workflowsDeployment planning

Privacy and Compliance Documentation

Organizing credible product documentation without presenting legal or certification services.

Proof from Luka Bear

A structured compliance portfolio with intended-use, privacy, consent, and component-certification documentation.

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Typical deliverables

Privacy/consent matrix, intended-use statements, technical files, procurement-ready documentation.

Intended-use statementsPrivacy policies and consent flowsData-retention modelsAccess-control documentationTechnical and certification filesBAA-ready documentationProcurement materials

Reimbursement and Implementation Readiness

Preparing pilots, deployments, evidence, and program-facing materials for real operating environments.

Proof from Luka Bear

Home and care-community implementations with activity-records and outcomes-documentation infrastructure.

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Typical deliverables

Implementation plan, trial design, evidence-collection framework, reimbursement-readiness documentation.

Funding-pathway researchHCBS and assistive-technology positioningPilot and trial designOutcomes collectionCaregiver-burden documentationFacility onboardingEvidence planning

Commercialization

Moving practical products toward customers, partners, pilots, and sustainable operating models.

Proof from Luka Bear

Trial enrollment, pricing, partner outreach, and customer workflows across the Eldercare Robotics digital platform.

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Typical deliverables

Pricing and packaging, go-to-market plan, sales materials, onboarding workflow.

Market positioningPricing and packagingPartnership developmentCustomer discoverySales and outreach workflowsTrial-to-deployment planningFounder-led product communication

Engagement types

Available for selected advisory, consulting, implementation, and product-development engagements.

Engagements are focused on practical products, clear scope, and work where my combination of strategy and execution is useful.

Product review and strategyWebsite or portal architectureAI feature designAssistive-technology implementationCompliance-documentation organizationPilot-program structureFounder advisory support

Documentation and product-strategy services are not a substitute for advice from licensed legal, regulatory, security, or clinical professionals.

Selected collaboration

Technology should solve a real problem, not merely demonstrate a feature.

I welcome conversations about AI-enabled care, assistive technology, caregiver tools, secure web products, implementation, deployment, reimbursement readiness, and person-centered services.

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