HEALTHCARE (PROVIDERS, PHARMA, MEDICAL DEVICES) · AI ENGINEERING

AI engineering for Healthcare (Providers, Pharma, Medical Devices)

Industry-specific AI deployments for Chief Medical Information Officers, VPs of Clinical Informatics, Heads of AI at health systems, payors, pharma, and medical device companies. Compliance-aware architectures, real outcomes from BearPlex case studies in this vertical.

Autonomous AI Agents

Healthcare AI agents automate prior authorization, clinical documentation, claims processing, and patient navigation while staying inside HIPAA boundaries. BearPlex builds these sy...

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RAG & Knowledge Systems

Healthcare RAG systems power clinical decision support, ambient documentation, prior authorization, and patient navigation while staying inside HIPAA boundaries. BearPlex builds he...

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Model Engineering & Fine-Tuning

Healthcare model engineering means fine-tuning open models (Llama 3.3, Mistral, specialized medical Llamas) on your clinical data for sovereign deployment: never sending PHI to clo...

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Data Pipelines & MLOps

Healthcare data pipelines unify clinical data from EHRs, claims data from payors, lab results, imaging metadata, and operational data into governed analytical infrastructure that r...

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Interface Design & UX Engineering

Healthcare interface design balances clinical efficiency, patient safety, accessibility, and regulatory compliance: a tighter constraint set than almost any other industry. BearPle...

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Enterprise Platform Engineering

Healthcare enterprise AI platforms consolidate the infrastructure that powers all AI initiatives across a health system or payor: shared model serving, retrieval infrastructure, ev...

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Integrated Teams

Integrated engineering teams from BearPlex embed into healthcare organizations for 6-18 month engagements, typically 3-8 engineers covering the full stack needed to ship clinical A...

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RLHF & AI Alignment

Healthcare RLHF and alignment work shapes clinical AI behavior to satisfy the unforgiving requirements of clinical contexts: refusal patterns appropriate for clinical decisions, bi...

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Sovereign Cloud Infrastructure

Healthcare sovereign cloud infrastructure deploys AI workloads in HIPAA-compliant environments where clinical data never leaves controlled boundaries: customer VPC, on-premise GPU ...

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Application Security & Penetration Testing

Healthcare application security with AI focus covers HIPAA-aware AI security testing, clinical AI red-teaming, multi-tenant security for healthcare SaaS, and the security engineeri...

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