Research & Intelligence
The evidence behind CareBee
Caregiving economics, healthcare operations research, and the data behind why we built what we built.
The Toyota Way in Healthcare: Lean Operations & Enterprise Profitability
Applying Toyota Production System Lean principles to eliminate $1T in US healthcare administrative waste — with full ROI models for hospitals and employers.
The Global Care Crisis: Comparative Caregiving Analysis
Canada, the US, Central Asia, and Angola — examining caregiver prevalence, $522B in US employer losses, gender inequality, and structural policy gaps.
The Caregiver Economy: $522B Corporate Liability Awaiting Technology
Analysis of the employer productivity crisis from unmanaged caregiving burden — the macro-economic case for CareBee's corporate PEPM deployment model.
Deterministic AI in Healthcare: Beyond Probabilistic Prediction
The technical and clinical case for deterministic constraint-based AI over probabilistic LLM approaches in high-stakes healthcare operations environments.
More research coming
AXIMEDIC publishes ongoing research on healthcare AI, caregiver economics, health-data governance, and the clinical case for blockchain-secured records.
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