Healthcare

Explain every clinical recommendation.

Clinicians will not act on an AI recommendation they cannot interrogate. Norma attaches the reasoning, the source evidence, and the confidence to every AI-assisted decision — so the clinician can verify, document, and proceed with confidence.

Explainable decision card

Patient #88412 — care recommendation

84%

Recommend step-down to oral therapy: lab values improving, two consecutive negative cultures.

WBC normalized over 48h
Two consecutive negative cultures
Current antibiotic protocol v2
Watch: renal function trending down; confirm dosing before step-down.
Clinician review: confirm dosing adjustment and document the step-down rationale.
The problem

The decisions people already have to make.

Clinician trust

A recommendation without reasoning is ignored — or followed blindly. Neither is safe.

Documentation burden

Clinical decisions need an evidence trail. Manually documenting AI inputs is unsustainable.

Liability & review

When a decision is questioned, teams need to reconstruct what the AI said, why, and on what basis.

How Northgale helps

Explain every recommendation, capture every decision.

Source-cited recommendations

Every recommendation cites the chart data, guidelines, or notes that produced it.

Confidence & risk flags

A confidence score plus explicit flags for edge cases, missing data, and conflicting signals.

Plain-language rationale

Explanations written for clinicians and patients, not data scientists.

Permanent audit trail

Capture the reasoning at the point of care and export it for review and governance.

Start with one high-stakes workflow.

Add explanations where trust and compliance matter most — then expand.