AI × MR × Robotics · Surgical training

Next generation
surgical training.

AgileVise delivers a fully immersive simulation of visual and tactile surgical experience. Train on patient-specific 3D anatomy reconstructed by AI, feel real surgical forces through a 5-DoF robotic system, and see inside the body with Mixed Reality.

5-DoF
haptic feedback
CT / MRI
patient-specific
XR + AI
immersive visual
v0.9
DEPTHSAFELIVESKINSOFT TISSUECORTICAL BONECANCELLOUSBONEDRILL TIPHAPTIC 4.2N
Patient #AGV-2049
CT/MRI → 3D reconstruction
ProcedureBone drilling
Force feedback
4.2N
Depth error
±0.3mm
Haptic fidelity97%
Tool-tip precision94%
Tissue resistance match92%
01
Scan
02
Reconstruct
03
Simulate
04
Assess
Platform

From patient scan to measured mastery.

One continuous loop turns real clinical imaging into repeatable, measurable surgical practice — without risk to patients.

01

Patient scan

CT and MRI data are captured as the anatomical ground truth for each training case.

02

AI reconstruction

AI algorithms segment anatomy and rebuild patient-specific 3D models with tissue properties.

03

Haptic XR practice

Trainees perform procedures in Mixed Reality while a 5-DoF robot returns realistic surgical forces.

04

Skill analytics

Every movement is measured — depth, force, angle and path — and turned into objective feedback.

Surgical mastery = AI + Haptics + XR

See the anatomy.
Feel the procedure.

A real operation is visual, tactile and spatial. AgileVise trains all three senses at once — on anatomy reconstructed from the patient's own scans.

AI reconstruction

AI algorithms reconstruct patient-specific 3D anatomical models from CT and MRI data, turning real clinical scans into repeatable training cases.

5-DoF haptic robotics

A 5-DoF robotic system replicates real surgical sensations with precision — resistance, vibration and depth cues across drilling, cutting and manipulation.

Mixed Reality visualization

The integration of robotics and XR enables dynamic visualization of internal anatomy, enhancing spatial understanding and procedural accuracy.

Design approach

Train like you operate.
Every movement is measured.

Mixed-reality overlay
Force feedback4.2 N
Latency
< 8 ms
Tremor
0.18 mm
CT/MRI
01 →
SEGMENT
02 →
3D MODEL
Training modules

Procedures, reconstructed. Skills, repeated to mastery.

Start with core psychomotor procedures and expand into full patient-specific cases.

Request a module

Bone drilling

Practice bur control, depth perception and tissue resistance on patient-specific bone models with real-time haptic feedback.

CraniotomySpineOrthopaedics
$load patient_model AGV-2049
>module bone_drilling --layers 4
>haptics 5-DOF :: calibrated
>feedback: force 4.2N · depth ±0.3mm

Skin incision

Train scalpel angle, pressure and path accuracy on layered tissue models that respond to every movement of the instrument.

General surgeryDermatology
$load patient_model AGV-2181
>module skin_incision --blade 10
>feedback: surface tension · path tracking
>metrics: depth · angle · continuity

XR anatomical exploration

Peel back tissue layers and move through internal anatomy in Mixed Reality to sharpen spatial reasoning before the first incision.

AnatomySpatial reasoningPre-op planning
$mode xr_exploration
>render internal_anatomy --dynamic
>layers: skin → fascia → bone
>spatial score: 94.2
IT Consulting

Technology consulting, engineered to ship.

Beyond surgical training, AgileVise helps healthcare and enterprise teams make AI, XR and robotics practical — from strategy and architecture to working systems.

Book a consultation

AI & Data Strategy

From feasibility to production: AI readiness assessments, data pipeline design, model evaluation and governance for teams that need results, not experiments.

  • AI readiness audit
  • Data pipeline & governance
  • Model evaluation & MLOps

Digital Transformation

System audits, architecture design, cloud migration and legacy integration that modernise operations without disrupting the business.

  • System architecture
  • Cloud migration
  • Legacy integration

XR & Robotics Solutions

Mixed-reality training, haptic simulation and robotic system integration — designed, prototyped and taken from pilot to production.

  • XR training design
  • Robotics integration
  • Pilot-to-production
How we engage

Discover → Design → Deliver → Scale. Every engagement starts with a focused discovery sprint and ends with a measurable production outcome.

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Achievements

Recognised by Hong Kong's innovation ecosystem.

AgileVise has been validated through competitive technology and entrepreneurship programmes in Hong Kong.

2025

HK Tech 300 Seed Fund

Awarded seed funding under Hong Kong's flagship innovation and entrepreneurship programme.

2023

Certificate of Merit — Hong Kong ICT Awards

Student Innovation (College & Undergraduate) Award, recognising outstanding student-led innovation.

Now accepting partners

Bring AgileVise to your training programme.

We are looking for clinical educators, hospitals and research partners to pilot the next generation of surgical training.

Hong Kong SAR