MAKZU LABS · HEALTHCARE VISUAL SIMULATION
Four production pillars—3D visualization & simulation, laparoscopy analytics, surgical AR navigation, and preventive ambient monitoring—plus clinical LLM & RAG systems. Sub-2mm tracking, 70% automated validation authoring, and edge-only monitoring—built for OR-ready delivery.
Core offerings
Pure-play surgical simulation, laparoscopic analytics, immersive navigation, ambient preventive monitoring, and regulated LLM systems—each card links to a full architecture deep dive.
Volumetric MRI/CT meshes, Demo · Practice · Exam simulators, and laparoscopic training with layered tissue and haptic feedback.
Deep dive →Sterile-field tracking, phase and milestone recognition, and automated safety checklist verification.
Deep dive →HoloLens 2 / Vision Pro navigation, sub-2mm calibration, and markerless post-op ROM.
Deep dive →Edge-AI fall detection, gait analysis, and webcam-driven posture and behavioral coaching—local-first.
Deep dive →RAG test automation (~70% case authoring), knowledge-graph research agents, and multimodal MR chatbots.
Deep dive →Pillar A
Volumetric anatomy, 3-tier training, and algorithmic grading—optimized for standalone HMD academies.
Explore 3D simulations →Evidence
Sub-2mm surgical navigation, 3-tier procedural simulators, automated suite safety scorecards, and high-FPS standalone HMD optimization—named client evidence on this page only.
Read case studies →Pre-Op Accuracy Calculator
Drag the slider to simulate tightening registration error. See projected complication risk fall and OR time savings rise as you approach sub-2mm accuracy.
Projected complication rate
12.4%
OR time saved (per case)
18 min
Interactive service showcase
Each module maps to a Makzu Labs service phase. Drag to rotate—no install required.
Visualization
Training Mode
Demonstration
Application
Insights
Why MedTech drowns in data but starves for insight—and how clinical-grade LLM embeddings fix it.
Why standard prompting fails in healthcare and how constrained templates enable HIPAA-grade output.
Architecting FDA-aligned RAG for clinical trials—grounded generation with traceable citations.
Diagnostic System
Step 1 — Select the constraint blocking your OR or R&D pipeline.