Predict continuously monitors live patient data through FHIR R4, calculates clinical risk in real time, and delivers guideline-based alerts directly inside the patient chart, supporting faster, more confident clinical decisions.
Reference tools depend on the right question. HakeemDx Predict continuously identifies emerging clinical risk before it is overlooked.
diagnosed hypertensive patients are not at blood pressure target.
patients with type 2 diabetes and CKD are on a guideline-indicated SGLT-2 inhibitor.
in-hospital deaths globally are attributable to sepsis.
A standalone reasoning assistant for physicians. Differential diagnosis, treatment planning, drug guidance and evidence synthesis, with every output citable to peer-reviewed literature and international guidelines.
Runs inside the EMR as a FHIR R4 and CDS Hooks service. Continuously monitors live patient data, computes risk, and delivers guideline-grounded alerts at the workflow event.
Predict completes the full loop inside the clinician's existing screen — no second application to open, no leaving the workflow.
A CDS Hooks event fires on patient-view, order-select or order-sign. Patient context arrives over FHIR R4.
Validated scores run against the live record: SCORE2, UKPDS, CKD-EPI, NEWS2 and Sepsis-3 criteria. Target: under 1 second.
Retrieval ranks the relevant guidance from the indexed evidence base against this specific patient profile. Target: under 2 seconds.
A tiered alert surfaces inside the EMR with the rationale, the evidence grade and one-click access to the source. Under 3 seconds end to end.
The clinician accepts or overrides. Both paths are captured and feed the quality improvement and audit dashboard.
Each module is anchored to named international guidelines, so every alert can be traced back to the standard it came from.
Continuous inpatient and post-ED surveillance across 50+ clinical variables, refreshed every 15 minutes. Sepsis-3 and NEWS2 scoring, with tiered escalation toward Hour-1 bundle recommendations.
Trend analysis across in-hospital, remote monitoring and telehealth blood pressure readings, against ESC/ESH thresholds. Surfaces uncontrolled patients between appointments rather than at the next crisis.
HbA1c trajectory, eGFR decline and screening-gap detection. Flags high-risk cohorts where a guideline-indicated SGLT-2 inhibitor or GLP-1 receptor agonist has not been started.
An alert a physician cannot verify is an alert a physician will not act on. The reasoning behind every recommendation is inspectable in one click and defensible in the medical record.
Answers are generated against the indexed evidence base rather than model priors alone.
Low-confidence responses are flagged or withheld rather than presented as certainty.
Every recommendation links to the source, the specific section and the evidence grade.
Clinicians accept or override. Predict supports the decision. The clinician makes it.
HakeemDx Predict deliver AI clinical reasoning where it belongs: inside the workflow, grounded in evidence, and accountable in the record.
