Built on 3D medical implants generation, diagnostic imaging analysis, and medical engineering, we develop patient-matched healthcare solutions that professionals can review, use, and deliver.
Team expertise and industry engagement
Maxillofacial Starting with cranial reconstruction, advancing patient-matched implants
Connect case intake, design collaboration, version evidence, and manufacturing handoff on a controlled, traceable, and verifiable quality foundation.
Continue customer discovery and product evaluation around complex anatomy, reconstruction objectives, and manufacturing constraints.
Case intake
Checked
Professional objective
Confirmed
Candidate design
V04
Clinical review
In progress
Version confirmation
Pending
Manufacturing handoff
Pending
Bring case information, professional objectives, candidate designs, review, version confirmation, and manufacturing handoff into one chain of responsibility.
Keep professional review inside the workflow and in the record; manufacturing receives more than a geometry file.
“We do not use automation to replace decisions that belong to accountable professionals. Technology organises, checks, and repeats; people retain experience, responsibility, and final judgment.”
FitMed AI
Product principle | Professional responsibility
“Every comment should point to a version, and every confirmation should identify its object. Process and evidence remain traceable, while automation does not hide uncertainty.”
FitMed AI
Product principle | Process traceability
Keep the inputs, decisions, versions, and handoff for each case moving through one workspace, reducing repeated searches and late-stage rework.
fitmed/case-input
Case intake: flag missing, conflicting, or unconfirmed information
fitmed/clinical-review
Clinical-engineering review: bind feedback, reasons, and open issues to versions
fitmed/version-handoff
Version confirmation: show the current version and unresolved items clearly
Current version · V04
Input completeness: checked Clinical objective: confirmed Engineering review: in progress Open issues: 2
Pre-handoff check
Design requirements: linked Manufacturing constraints: reviewed Confirmation record: traceable Product release: accountable party
The system proposes; professional responsibility remains.
Clinicians define clinical objectives, professional engineers review and revise candidates, and the relevant accountable parties complete final design confirmation, process validation, manufacturing, inspection, and product release.
Case data
Only authorised data is processed
Candidate design
Reviewed and revised by professional engineers
Manufacturing release
Completed by the accountable party
Dental Starting with oral and maxillofacial imaging and complex anatomy,
we identify focused tasks ready for product validation.
FitMed focuses on teeth, periodontal structures, the maxilla and mandible, the temporomandibular joint, and related oral and maxillofacial anatomy, advancing products around imaging findings, diagnostic evidence, patient variation, and professional workflows.
Cover dental radiographs, panoramic imaging, cone-beam CT, and related X-ray, CT, and MRI studies to organise relationships between lesions and complex surrounding anatomy.
For defined tasks, organise key findings, diagnostic evidence, differential considerations, and evidence gaps into a draft report for professional review.
Continue identifying focused tasks worth taking into product validation across anatomy, professional objectives, materials, and manufacturing requirements, without presenting research directions as validated products.
FitMed organises imaging findings, diagnostic evidence, differential considerations, uncertainty, and necessary follow-up suggestions; doctors review, revise, and sign the report using complete patient information.
Medical Imaging Analysis Seeing an abnormality is only the start; explain the evidence and build a reviewable report.
FitMed is developing a doctor-reviewed report-support product for independent imaging centres and multi-site imaging service providers.
Organise lesion location, extent, morphology, density or signal characteristics, and relationships with surrounding anatomy.
Place supporting imaging evidence, differential considerations, and information that could change the conclusion in one reasoning chain.
When image quality, coverage, prior studies, or key clinical information is insufficient, identify evidence gaps and items requiring review.
Maxillofacial
Priority area
X-ray / CT / MRI
Skull and skull base · Facial and jaw bones · Complex anatomy
Oral imaging
Priority area
Dental / panoramic
Teeth and periodontium · Maxilla and mandible · Temporomandibular joint
Spine
Priority area
X-ray / CT / MRI
Vertebrae and discs · Canal and nerve roots · Paraspinal tissues
Musculoskeletal
Priority area
X-ray / CT / MRI
Bone and joints · Cartilage and ligaments · Muscles and tendons
Imaging findings
Priority area
Task-defined
Location and extent · Morphology and signal · Surrounding anatomy
Diagnostic evidence
Priority area
Doctor review
Supporting findings · Differentials · Uncertainty
Evidence gaps
Priority area
Priority review
Image quality · Prior studies · Clinical information
Draft report
Priority area
Doctor finalises
Structured expression · Revision record · Sign-off workflow
Focus on the skull, skull base, facial bones, maxilla and mandible, temporomandibular joint, and surrounding complex anatomy.
Focus on vertebrae, discs, the spinal canal, cord and nerve roots, spinal alignment, and paraspinal soft tissues.
Focus on bone, joints, cartilage, ligaments, muscles, and tendons across X-ray, CT, MRI, and ultrasound.
Professionals retain decision authority
Signed after doctor review
In development
Product output
Reviewable draft report
Robotics Working with AgiBot to bring embodied intelligence into real healthcare service workflows
Explore the partnership
FitMed works with AgiBot to provide healthcare organisations with Receptionist, Surgical Assistant, and nursing-support services, bringing greater consistency to reception, guidance, workflow reminders, and on-site coordination.
Receptionist · Surgical Assistant · Nursing supportReceptionist | Reception and wayfinding
Handle visitor enquiries, department and route guidance, process explanations, and on-site information handoffs, giving patients and staff a clear and consistent first point of service.
Surgical Assistant | Procedure workflow support
Support preoperative preparation, material and information checks, team coordination prompts, and postoperative handoff without replacing the judgment of doctors, nurses, or other professionals.
Nursing support | Continuous service assistance
Assist with routine enquiries, rounding reminders, item delivery, and service response, organising repetitive work so nursing teams can focus more on patient care.
Partner AgiBot
Medical imaging diagnostic reasoning: helping imaging professionals understand lesions, organise evidence, and prepare reviewable reports
Patient-matched implants: helping manufacturers stabilise design, review, version confirmation, and manufacturing handoff
The team combines experience in medical additive manufacturing, implant-design workflows, enterprise software, artificial intelligence, 3D interaction, and product commercialisation to turn professional problems into software products that can be developed, validated, and delivered.
