The Explainable AI platform
built for your data.
Purpose-built for the small, complex, heterogeneous cohorts that define early-phase drug development. Where standard AI gives up, KEM® finds signal.
6 Reasons why teams choose KEM®
Works with as few as
5-10 patients
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Fully explainable- no black box
Every insight is an explicit, auditable logical rule. Not a probability - a certainty. Your team and your regulators can scrutinise every finding.
All data modalities in one platform
Clinical, multi-omics, imaging, single cell, RWE, questionnaires - all integrated into one unified knowledge base. Heterogeneity is a feature, not a problem
Regulatory-grade outputs
Findings are defensible to EMA and FDA. KEM® was built with regulatory strategy in mind- not just analysis, but approval-ready evidence.
Human-in-the-loop by design
KEM® augments Ariana's expert data scientists and your team - working in iterative cycles. Technology without domain expertise is just noise
Unbiased, unsupervised exploration
No endpoint optimisation bias. KEM® explores all possible relationships in the data- not just the ones you expect to find. No overfitting.
Two approaches to AI - only one built for this
From your data to decisive insights
KEM® ingests all available data modalities, generates millions of logical associations, and surfaces the relationships that matter: ranked, compact, and actionable.
