Capabilities no one else has built

Beyond current Pharmacy AI.

Real-time signal detection

Detect ADR patterns from dispensing data before they appear in FAERS or TGA reports. No pharmacy system does this at community level.

Guideline bias detection

Flag when your patient falls outside the trial population that established their dosing.

Workload safety layer

Predict when error risk is elevated before errors occur. More checks when risk is high, streamlined when low.

Novel pathway generation

When standard drugs fail, reason through mechanism of action to find alternatives via different therapeutic pathways.

ARCHITECTURE

Neuro-symbolic. Not just neural.

The neural layer handles reasoning. The symbolic layer enforces safety rules that cannot be overridden. The knowledge layer provides real-time data. All three operate simultaneously.

NEURAL LAYER
Fine-tuned pharmacy LLM (Liquid AI LFM2 or Meditron). RAG over drug monographs. GraphRAG over PharMeBINet knowledge graph. Chain-of-thought clinical reasoning.
SYMBOLIC LAYER
Deterministic safety rules in CQL. Max dose ceilings. Absolute contraindications. Mandatory monitoring thresholds. Methotrexate weekly-only for non-oncology. Cannot be overridden by neural output.
KNOWLEDGE LAYER
RxNorm. DrugBank. OpenFDA. PharMeBINet (15.9M edges). Patient records via FHIR R4. Clinical guidelines. TGA/FDA real-time alerts. Context graph (decision memory).
31 FUNCTIONS ACROSS 5 CATEGORIES

Everything a pharmacist twin needs to do.

8
Prescription Processing
E-Rx parsing, drug interactions (multi-drug, not pairwise), dose verification (CrCl/Child-Pugh), allergy and contraindication checks, LASA detection, therapeutic duplication, fraud detection, compounding calculations
7
Admin and Insurance
Insurance claim adjudication (~200 rejections/day), prior auth automation, PBS authority processing, email/fax processing with clinical NER, inventory forecasting, compliance monitoring, reporting dashboards
6
Patient Care
Patient counseling generation (literacy-adjusted, multilingual), medication therapy management (MTM), med sync, adherence monitoring with barrier ID, evidence-based Q and A, vaccination screening
5
Clinical Intelligence
Prescriber intervention letters, drug information service (PubMed RAG + GRADE), aged care medication review (Beers/STOPP/START), clinical guideline navigation, pharmacogenomics interpretation
5
WOW - Beyond Current
Real-time pharmacovigilance signal detection, guideline bias / population gap analysis, novel therapeutic pathway generation, predictive workload safety system, cross-patient pattern discovery
26 standard functions use proven APIs and databases. 5 WOW functions push into frontier territory grounded in published research.
RETURN ON INTELLIGENCE

The numbers that matter to you.

Every number sourced from published research - Bates et al. (JAMA), Slight et al. (JAMIA), ISMP, BLS/ABS labor data. Not projections. Evidence.

300-750 hrs
PHARMACIST TIME RECOVERED PER YEAR
$56-269K
ANNUAL COST AVOIDANCE PER PHARMACY
8-15x
RETURN ON SUBSCRIPTION COST
TIME SAVED
MetricWithout KovaWith KovaImpact
Complex case verification45-60 minUnder 2 min43-58 min per case
Insurance rejection handling~200/day manualAuto-resolved2-3 hrs/day
ERRORS PREVENTED
MetricWithout KovaWith KovaImpact
5-FU without DPYD testing3-8% fatal riskBlocked$128K-$520K avoided
DOAC dosing errors in CKD~40% incorrectly dosedPatient-specific CrCl$8,100-$45K per event
Methotrexate daily-vs-weekly25 deaths in 4 yearsHard stop - blockedPotentially life-saving
REVENUE GAINED
MetricWithout KovaWith KovaImpact
MTM sessions from recovered time0-2/week6-12/week$15,600-$62,400/year
Prescription throughputBaseline+15-25%More scripts, same staff
COMPETITIVE LANDSCAPE

Where Kova sits - honestly.

CapabilityLegacy CDSSSully.aiGeneral LLMWith Kova
Multi-drug interaction reasoningPairwise onlyBasicUnreliableKnowledge graph
Patient-specific dose calculationNoNo~70% accuracyDeterministic + FHIR
Hard safety stops (non-overridable)Overridable alertsNoNoSymbolic layer
Expert panel (multi-domain)NoNoNo6 specialist twins
Guideline bias detectionNoNoNoTrial demographics
Real-time pharmacovigilanceNoNoNoDispensing signals
Reasoning trace + sourcesNoPartialNoFull audit trail
Context graph (compounds)NoNoNoDecision memory
EHR integrationLimitedEpic, CernerNoFHIR R4 + CDS Hooks
On-premise / data sovereigntyYesCloudCloudEdge + cloud hybrid

For Pharmacists who refuse to accept alert fatigue and normal.

31 functions. 6 specialist twins. 5 capabilities no one else has built. A compounding decision loop that makes the system smarter with every interaction.
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