Services

Clinical engineering pillars

Five production capabilities for MedTech and hospital teams—each pillar links to sub-capabilities, representative case studies, and optional 3D assets you load on demand.

Engagement models

Demo Mode · Practice Mode · Exam Mode

Every simulation and training engagement can be delivered through three pedagogical layers—shared across anatomy explorers, OR analytics pilots, and surgical navigation programs.

Demo Mode

Demo Mode is the guided exhibition layer of the competency stack. Learners watch annotated 3D sequences, synchronized UI states, and instructor-authored checkpoints without manipulating the scene freely. The runtime locks critical parameters—implant trajectory, tissue response, instrument constraints—so the narrative stays clinically accurate while still feeling interactive through camera choreography, layer toggles, and timed callouts.

Technically, Demo Mode streams pre-validated state graphs from lightweight glTF or JSON scene descriptors, minimizing GPU load on ward laptops and standalone headsets. Pedagogically, it establishes shared mental models before hands-on practice: every viewer sees the same sequence, terminology, and safety framing, which is essential for distributor onboarding and executive briefings.

Practice Mode

Practice Mode unlocks constrained interaction: learners manipulate instruments, select procedure stages, and receive real-time hints when their actions drift from the authored SOP. Input is scored against tolerances—angles, order of steps, dwell time in sterile zones—while the engine logs telemetry for instructor review.

The pedagogical goal is deliberate repetition with immediate feedback, not examination pressure. Practice Mode supports branching remediation (replay a single stage, swap implant size, compare alternate approaches) so residents and field teams can build muscle memory in a fail-safe browser or HMD sandbox.

Exam Mode

Exam Mode removes coaching overlays and hinting. The same simulation kernel runs unassisted; scoring rubrics evaluate completion time, precision bands, checklist adherence, and critical safety events. Results export to LMS or quality systems as structured JSON for audit trails.

Exam Mode is how organizations certify competency at scale—one authored simulation, many parallel sittings—without tying up senior surgeons for every assessment. Thresholds align to internal credentialing or device certification requirements you define during implementation.

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Diagnostic System

What is your current AI bottleneck?

Step 1 — Select the constraint blocking your OR or R&D pipeline.