Insights

Perspectives on data, AI and agents, industry by industry.

69 points of view from our industry teams — filter by industry or topic, or search. Figures in each article are sourced or labelled.

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Healthcare Point of view · AI in healthcare7 min read2026-09-18

Grounded AI in hospitals: assistants that show their working

In a hospital, a fluent but wrong answer is worse than no answer. The assistants worth deploying answer only from the record, show where every number came from, and leave the decision with a clinician or a named owner.

70guideline-style work-up rules across 30 conditions in our Healthcare-in-a-Box demo, applied without an LLM
Healthcare Article · Patient flow & operations6 min read2026-09-02

Patient flow starts at discharge: seeing tomorrow's beds today

Emergency queues and cancelled operations are often symptoms of a discharge problem. Hospitals that see free beds, discharges due and requests waiting on one board can act hours earlier.

Healthcare Executive briefing · Revenue cycle7 min read2026-08-20

Denials are a documentation problem: closing the loop between the record and the claim

Many claim denials and insurer queries come down to the same thing: the justification is in the clinical record, but not in the claim. Drafting replies from the treating doctor's record, with finance in control, shortens the loop.

3roles in our demo — doctor, administrator and finance — each seeing only the data their job needs
Healthcare Article · Data foundations6 min read2026-07-29

Clinical data quality is the foundation for every AI use case

Assistants, early-warning scores and denial tools are only as good as the record underneath them. Hospitals that connect EHR, lab, pharmacy and billing data on one governed model build once and reuse everywhere.

Healthcare Executive briefing · AI in healthcare7 min read2026-07-08

Governing AI in clinical settings: autonomy levels, roles and the audit trail

Hospitals do not need a separate rulebook for every AI tool. They need one framework: what each agent may do on its own, who owns it, what each role may see, and a record of every action.