Applied Clinical Intelligence Framework
PreciMind Lab Intelligence
Think like a clinical biochemist. Decide like a laboratory leader.
PMli is an applied clinical intelligence framework — a simulation system designed to build the cognitive habits of expert laboratory reasoning. Not a content library, but a structured environment where decisions have consequences and patterns must be recognised under pressure.
A decision simulation system
PMli modules are structured as real-world laboratory scenarios. Each module develops a specific clinical reasoning competency through a four-layer framework.
Cognitive simulation, not passive content delivery
Each module targets a specific decision-making competency
Scenario-based — grounded in real laboratory situations
Aligned with ISO 15189, NABL 112, and CLSI standards
Covers IQC, EQA, sigma metrics, uncertainty, and accreditation
Four-layer framework: Concept → Mechanism → Application → Failure Analysis
Four-Layer Learning Framework
Clinical Intelligence Modules
Scenario-driven simulations for laboratory decision-making, quality control, and failure analysis.
Analytical Quality Intelligence
IQC & Sigma Metrics
Internal quality control, Westgard rules, Levey-Jennings charts, and Six Sigma framework applied to analytical performance evaluation.
External Quality Assessment & Method Evaluation
EQA, Z-scores & Peer Benchmarking
EQA report interpretation, Z-score calculation, peer group benchmarking, and method comparison with Bland-Altman and regression approaches.
Pre-Analytical Systems
Sample Integrity & Workflow Quality
Pre-analytical error sources, sample collection protocols, interference detection, and workflow optimisation before the analytical phase.
Risk Management & Quality Governance
ISO 15189 · FMEA · Audit Readiness
Risk-based thinking, failure mode analysis, corrective action planning, and audit preparation aligned to ISO 15189:2022 and NABL 112.
Apply your reasoning. Enter a simulation.
Explore the full clinical intelligence platform or open a PM Lab Suite tool alongside any module.