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Solutions

ILMs in practice.
Every application, one architecture.

Every AIIM solution is powered by your institution's own Individual Language Model, not a generic AI trained on somebody else's data. Your intelligence, your context, your outcomes.

Healthcare

Clinical intelligence
that belongs to the clinician.

Each module is powered by the clinician's own ILM, every suggestion reflects their clinical context, not a population average.

AI Twin

Clinical AI Twin

A digital replica of the clinician's reasoning. Captures diagnostic patterns, flags deviations, and assists documentation, in the clinician's own language, at clinical speed.

Documentation in your voice
Protocol deviation alerts
Case similarity retrieval
CORA

Cardiometabolic Risk & Care

Validated 0–100 composite cardiometabolic risk score updated continuously from the patient's own longitudinal data, not population tables from a different decade.

Real-time risk score per patient
Automated care pathway selection
Outcome trajectory modelling
WARM

Wait-Area & Resource Management

Real-time patient flow intelligence for OPD and emergency settings. Predicts bottlenecks 20–40 minutes before they form and redistributes load automatically.

Live occupancy and throughput
Predictive queue intelligence
Staff allocation recommendations
Analytics

Analytics & Dashboards

Live operational and clinical analytics built on your institutional data. Cohort trends, outcome tracking, quality indicators, contextualised by your own population, not industry benchmarks.

Real-time operational dashboards
Longitudinal cohort tracking
Quality and outcome indicators
AI Lens

AI Lens – Imaging Intelligence

Imaging-layer AI for radiology and pathology that integrates directly with PACS and reporting systems. Highlights findings, surfaces anomalies, generates structured reports.

PACS-integrated workflow
Finding prioritisation
Structured report generation
Patient

Patient Engagement

Post-discharge follow-up, appointment adherence, and self-monitoring, powered by the same ILM that drives clinical care. Continuity of intelligence across the care episode.

Personalised follow-up cadence
Adherence monitoring
Early deterioration detection

AI for Pharma & Research

Publication-ready cohorts
from routine care.

Every AIIM healthcare deployment generates indexed, longitudinal patient cohorts ready for grant applications and peer-reviewed research, without manual curation or retrospective chart review.

See AI for Pharma & Research

Cohort Builder

Prospective cohort design embedded into every clinical workflow. Cohorts form continuously as care is delivered – no retrospective curation or manual chart review required.

Computable Phenotyper

Automated patient phenotyping from structured and unstructured clinical data. Converts free-text notes and coded records into computable, queryable phenotypes at scale.

Research Console

Grant-ready data exports with full audit trails, lineage documentation, and compliance attestation. Each export includes the provenance chain required by major funding bodies.

Evidence Synthesis

Automated literature triangulation against your institutional cohort data. Surfaces where your patient population aligns with or diverges from published evidence – without leaving your walls.

Enterprise

Organisational intelligence
that compounds over time.

ILMs for HR and enterprise operations. Every professional builds their own model, the organisation builds its INLM, and every decision gets smarter, continuously.

Performance

AI-Enabled Performance Intelligence

Continuous, objective performance intelligence grounded in actual work outputs, not annual reviews or recency bias.

Bias-free continuous assessment
Development gap identification
Evidence-based performance reviews
Attendance

Smart Workforce Management

Intelligent attendance, leave, and scheduling with predictive absenteeism detection. Surfaces patterns early, before they become workforce problems.

Absenteeism risk prediction
Schedule optimisation
Compliance automation
Engagement

Employee Intelligence

Continuous pulse sensing across teams that surfaces early signals of disengagement and burnout, before attrition becomes inevitable.

Real-time engagement signals
Burnout risk identification
Team health dashboards

Which workflow do you want to start with?

We deploy one module first. Show measurable value. Then build from there.

Request a brief