Medical Garments & Orthotics - Industries We Serve
Precision Sizing Software for Medical Garments & Orthotics
Accurate digital measurement technology designed for medical-grade fit requirements where precision directly impacts patient outcomes.
In medical applications, fit isn’t just about comfort; it’s about efficacy, healing, and patient wellbeing. Whether you manufacture compression garments, fabricate orthotics and prosthetics, or supply medical-grade apparel, precise measurement is non-negotiable. Esenca Sizing brings clinical-grade accuracy to body measurement, eliminating the variability of manual methods while enabling scalable workflows that serve more patients without compromising quality.
Medical Garments & Orthotics
Workwear & PPE Sizing Software for Large-Scale Workforces
Accurate, compliant sizing for safety-critical garments and equipment across enterprise organisations.
First impressions matter.
Your uniforms represent your brand every single day, yet traditional sizing processes create inconsistencies that undermine your professional image. Esenca transforms uniform management from a recurring headache into a straightforward, scalable system that ensures every employee looks their best.
Sizing Challenges in Medical & Orthotic Products
Challenge 1
High Precision Requirements
Medical devices and garments require measurement accuracy that standard sizing methods cannot reliably deliver. Compression garments must provide specific pressure gradients to be therapeutically effective, too loose and they provide no benefit, too tight and they risk medical complications. Orthotics and prosthetics require millimetre-level precision to function properly and prevent secondary challenges.
Manual tape measures introduce 15-50 mm of variation depending on technique, tension, and operator skill. This variability is unacceptable when proper fit determines treatment efficacy. A poorly fitted orthotic can cause pressure sores, gait abnormalities, or device rejection. Compression garments sized incorrectly may fail to provide therapeutic benefit or, worse, cause circulatory issues.
Challenge 2
Patient Comfort and Outcomes
Poor fit directly impacts clinical outcomes and patient compliance. Patients who receive ill-fitting medical devices often:
- Develop secondary complications (pressure sores, circulation issues, skin irritation)
- Abandon treatment due to frustration
- Require more follow-up appointments
The relationship between fit accuracy and patient outcomes is well-documented. Compression therapy compliance drops dramatically when garments don’t fit properly. Orthotic rejection rates increase significantly with poor initial fit. Prosthetic users report better functional outcomes and higher satisfaction when fit precision is optimized from the start.
Challenge 3
Manual Measurement Variability
Even experienced clinicians produce inconsistent measurements when using traditional methods. Studies show inter-operator variability of 10-40mm on the same patient measured by different practitioners. Intra-operator variability: the same person measuring the same patient twice still shows 5-10mm variation.
This inconsistency creates multiple problems:
- Remake cycles: Devices built on inaccurate measurements require refitting and reconstruction
- Delayed treatment: Patients wait longer while corrected devices are manufactured
- Increased costs: Materials, labor, and shipping for remakes drain profitability
- Patient dissatisfaction: Multiple appointments and delays damage trust
- Quality assurance challenges: No objective measurement record to validate against outcomes
Challenge 4
Remakes and Delays
Sizing errors create costly remake cycles that impact both providers and patients. Industry data shows:
- 15-30% of custom medical devices require refitting or remake on first attempt
- Average remake cost: $200-$800 per device depending on complexity
- Patient delay: 2-6 additional weeks waiting for corrected devices
- Administrative burden: Hours spent coordinating, communicating, and reprocessing
For manufacturers, remakes consume production capacity that could serve new patients. For clinics, they create scheduling nightmares and resource allocation problems. For patients, delays result in prolonged discomfort, delayed healing, or an inability to return to normal activities.
The root cause is usually the initial measurement. Even small errors, 10 mm on a compression stocking measurement, cascade into poor fit. By the time the device is manufactured and delivered, correcting the problem requires starting the entire process over.
Challenge 5
Scalability and Access Limitations
Traditional measurement methods don’t scale well, creating access barriers:
Geographic limitations
Patients must travel to specialised clinics for measurement, limiting access for rural populations, mobility-impaired individuals, or those in underserved areas.
Capacity constraints
Skilled technicians can only measure a limited number of patients per day. High-volume practices face appointment backlogs extending weeks or months.
Expertise requirements
Accurate measurement requires significant training and experience. Finding and retaining qualified staff is difficult, especially in competitive healthcare labor markets.
Documentation challenges
Manual measurements recorded on paper forms create data entry errors, storage problems, and difficulty accessing historical data for comparisons.
Digital Sizing Built for Medical Accuracy
Esenca was engineered specifically for medical and orthotic applications where measurement precision is critical. Our platform combines computer vision, artificial intelligence, and clinical expertise to deliver accuracy, repeatability, and scalability that manual methods cannot match.
High-Accuracy
Body Measurements
Esenca captures comprehensive body measurements with accuracy within 2-3 mm, exceeding the precision of manual tape measurement by a significant margin. Our computer vision algorithms analyse body contours from multiple angles, creating a detailed three-dimensional understanding of anatomy.
The system measures:
Circumferences Limb torso, and joint circumferences with sub-centimeter precision
Lengths Segment lengths, and linear distance between body landmarks
Volumes Limb volume calculations for edema assessment and prosthetic fitting
Contours Surface mapping for complex anatomical features
Asymmetries Bilateral comparisons for identifying imbalances
Advanced capabilities include
Edema tracking: Monitor swelling changes over time with objective data
This creates an objective, auditable measurement record—critical for quality assurance, outcome tracking, and regulatory compliance.
Unlike tape measures, which capture discrete measurements at a few anatomical landmarks, Esenca builds a continuous body model that allows measurement anywhere along the body surface. This comprehensive data enables more accurate medical device specification, better clinical decision-making, and objective progress tracking throughout treatment.
Support for Complex Sizing Rules
Medical devices often require sophisticated sizing logic that accounts for:
Therapeutic requirements  Compression levels, support zones, pressure gradients
Anatomical variations  Asymmetries, irregular contours, post-surgical anatomy
Medical Device specifications  Manufacturer-specific sizing charts and grading systems
Clinical indications  Condition-specific fit requirements
Material properties  How different fabrics and materials behave on the body
This sophistication ensures that digital measurement integrates seamlessly into existing clinical workflows while enhancing, not constraining, clinical decision-making.
Remote Sizing Capability
Patients can self-measure at home using a smartphone with guided protocols, and remote captures undergo the same validation as in-clinic ones.
Benefits for Medical & Orthotic Providers
Providers who adopt Esenca’s precision measurement technology report significant improvements in clinical outcomes, operational efficiency, and patient satisfaction. The benefits extend throughout your organization.
Improved Fit Accuracy
Digital measurement delivers superior fit accuracy compared to manual methods
Clinical outcome improvement
Better initial fit leads to:
Fewer adjustment appointments
Better therapeutic efficacy
Improved patient-reported outcomes
Reduced complication rates
Higher patient compliance with wearing schedules
First-time fit success
Organizations report 85-95% first-time fit success rates with Esenca compared to 70-85% with manual methods. This 10-20 point improvement translates directly to better patient experience and reduced operational costs.
Clinician confidence
Practitioners trust the data, enabling more decisive clinical decision-making. Less second-guessing, fewer defensive over-measurements, more efficient workflows.
Objective documentation
When outcomes are questioned, you have detailed measurement data showing precisely what was specified and why. This protects against unfounded quality complaints and supports continuous improvement efforts.
The relationship between measurement accuracy and clinical outcomes is direct. Better measurements produce better devices, which produce better patient results.
Reduced Remakes
Precise initial measurements dramatically reduce costly remake cycles
Cost impact
For a practice doing 500 custom devices annually with a 20% remake rate and $400 average remake cost:
Time savings
Fewer remakes mean:
More production capacity for new patients
Reduced patient communication burden
Less administrative coordination
Shorter average time-to-delivery
- Remake rate reduction
For a practice doing 500 custom devices annually with a 20% remake rate and $400 average remake cost:
reduction in remake frequency
70-85 %
reduction in
remake-related costs
40-60 %
reduction in patient complaints about fit
- Patient satisfaction
First-time fit success dramatically improves patient perception of your organization’s quality and professionalism. Patients who experience smooth, efficient service become advocates and referral sources.
Faster Patient Turnaround
Streamlined measurement processes accelerate patient flow
Overall timeline reduction
Organisations report:
Higher patient satisfaction with service speed
30-50% reduction in total time from initial consultation to device delivery
Improved capacity to accept new referrals
Measurement time
Digital capture takes less than 1 minute compared to 15-30 minutes for comprehensive manual measurement. For high-volume practices, this time saving enables seeing more patients per day without extending hours.
- Order processing
Automated data transfer to manufacturers eliminates manual order processing time. Orders that previously took 30-60 minutes to prepare now complete in 1 minute.
- Appointment optimization
Combine measurement with other appointment activities more efficiently. Or eliminate separate measurement appointments entirely through remote capture.
- Competitive advantage
Faster turnaround differentiates your practice in competitive markets. Referring physicians appreciate efficient service. Patients value quick access to treatment.
- Order processing
Automated data transfer to manufacturers eliminates manual order processing time. Orders that previously took 30-60 minutes to prepare now complete in 1 minute.
- Appointment optimization
Combine measurement with other appointment activities more efficiently. Or eliminate separate measurement appointments entirely through remote capture.
- Competitive advantage
Faster turnaround differentiates your practice in competitive markets. Referring physicians appreciate efficient service. Patients value quick access to treatment.
Scalable Measurement Workflows
Digital measurement removes capacity constraints inherent in manual methods
- Volume scaling
Serve more patients without proportionally increasing measurement staff. One technician can initiate multiple measurement sessions simultaneously. Remote measurement enables asynchronous workflows where patients measure on their schedule, not yours.
- Geographic expansion
Open satellite locations without requiring master-level measurement skills at each site. Centralized oversight of measurement quality across all locations ensures consistency.
- Volume scaling
Serve more patients without proportionally increasing measurement staff. One technician can initiate multiple measurement sessions simultaneously. Remote measurement enables asynchronous workflows where patients measure on their schedule, not yours.
- Geographic expansion
Open satellite locations without requiring master-level measurement skills at each site. Centralized oversight of measurement quality across all locations ensures consistency.
Scalability means your measurement process never becomes your growth bottleneck.
Applications Across Medical & Orthotic Products
Esenca Sizing serves diverse medical and orthotic applications, each with unique measurement requirements and clinical considerations. Our platform adapts to the specific needs of your speciality.
Clinical Applications
Measurement Requirements
Compression garments require precise circumferential measurements at multiple points to ensure proper therapeutic pressure gradients. Esenca captures:
- Multiple circumferences along limb length (typically 8-15 measurement points)
- Limb length measurements for proper garment sizing
- Joint measurements for articulated garment design
- Volume calculations for edema assessment
- Bilateral comparisons for asymmetry documentation
Sizing Complexity
Different compression classes require different fit approaches. Class I (mild) compression tolerates more variance than Class III (strong) compression.
The system accounts for:
- Therapeutic compression level prescribed
- Fabric stretch characteristics of specific garment styles
- Manufacturer-specific sizing methodologies
- Patient comfort preferences within therapeutic parameters
Clinical Integration
Measurement data integrates with lymphedema assessment tools, supports insurance documentation for medical necessity, and enables tracking of edema reduction throughout treatment. Before-and-after measurements objectively document treatment efficacy.
Patient Considerations
Compression garment patients often have body image concerns, mobility limitations, or sensory changes. Remote measurement capability enables privacy and convenience while maintaining measurement accuracy essential for therapeutic efficacy.
Clinical Applications
Measurement Requirements
Orthotic and prosthetic applications demand the highest precision. Esenca provides:
Residual limb measurement
Three-dimensional volume capture and surface mapping essential for prosthetic socket design. Measurements include:
- Circumferences at standardized intervals
- Total limb volume
- Surface contour mapping
- Length measurements from anatomical landmarks
- Bony prominence identification
Joint and alignment data
For orthotic devices, the system captures:
- Joint range of motion limitations
- Alignment deviations requiring correction
- Limb length discrepancies
- Anatomical landmark positions
- Weight-bearing vs. non-weight-bearing measurements when relevant
Bilateral comparison
Automatically compares affected and unaffected limbs, providing proportional data for prosthetic design or identifying compensatory patterns in orthotic patients.
Esenca's precision meets these demanding requirements consistently.
Clinical Workflow
Digital measurement integrates with CAD/CAM fabrication workflows. Export measurement data directly to design software, reducing manual data entry errors. Track modifications and adjustments with objective before-and-after documentation.
Remote Capability
For post-discharge monitoring or patients in remote locations, capture residual limb volume measurements remotely to assess shrinkage/swelling, determine when new sockets are needed, and optimize appointment scheduling.
Clinical Applications:
Measurement Requirements
Medical apparel requires precise but different measurements than compression or orthotics:
- Comfort fit: Appropriate ease allowances for movement and comfort
- Functional requirements: Access points for medical devices, tubes, or monitoring equipment
- Specific coverage: Ensuring adequate coverage of treatment areas
- Material accommodation: Different fabrics require different fit allowances
Applications by Setting
Hospital and clinical environments
Staff uniforms and protective apparel sized for optimal fit, comfort during long shifts, and professional appearance. Esenca enables efficient sizing during onboarding and ensures consistent fit across all staff.
Patient care
Medical apparel for patients undergoing specific treatments or living with conditions requiring specialized clothing. Remote measurement enables dignity and convenience for patients who may have mobility limitations or prefer privacy.
Specialty applications
Burn garments, adaptive clothing for neurological conditions, or specialized apparel for unique medical situations. The platform's flexibility accommodates custom measurement protocols for these specialized needs.
Key Benefits for Medical Apparel
Improved comfort leading to better patient compliance- Professional appearance for staff-facing apparel
- Functional design enabled by accurate body data
- Efficient ordering and inventory management
- Support for both individual and bulk ordering
Compression Garments
Clinical Applications
Measurement Requirements
Compression garments require precise circumferential measurements at multiple points to ensure proper therapeutic pressure gradients. Esenca captures:
- Multiple circumferences along limb length (typically 8-15 measurement points)
- Limb length measurements for proper garment sizing
- Joint measurements for articulated garment design
- Volume calculations for edema assessment
- Bilateral comparisons for asymmetry documentation
Sizing Complexity
Different compression classes require different fit approaches. Class I (mild) compression tolerates more variance than Class III (strong) compression. The system accounts for:
- Therapeutic compression level prescribed
- Fabric stretch characteristics of specific garment styles
- Manufacturer-specific sizing methodologies
- Patient comfort preferences within therapeutic parameters
Clinical Integration
Measurement data integrates with lymphedema assessment tools, supports insurance documentation for medical necessity, and enables tracking of edema reduction throughout treatment. Before-and-after measurements objectively document treatment efficacy.
Patient Considerations
Compression garment patients often have body image concerns, mobility limitations, or sensory changes. Remote measurement capability enables privacy and convenience while maintaining measurement accuracy essential for therapeutic efficacy.
Orthotics & Prosthetics
Clinical Applications
Measurement Requirements
Orthotic and prosthetic applications demand the highest precision. Esenca provides:
Residual limb measurement
Three-dimensional volume capture and surface mapping essential for prosthetic socket design. Measurements include:
- Circumferences at standardized intervals
- Total limb volume
- Surface contour mapping
- Length measurements from anatomical landmarks
- Bony prominence identification
Joint and alignment data
For orthotic devices, the system captures:
- Joint range of motion limitations
- Alignment deviations requiring correction
- Limb length discrepancies
- Anatomical landmark positions
- Weight-bearing vs. non-weight-bearing measurements when relevant
Bilateral comparison
Automatically compares affected and unaffected limbs, providing proportional data for prosthetic design or identifying compensatory patterns in orthotic patients.
Esenca's precision meets these demanding requirements consistently.
Clinical Workflow
Digital measurement integrates with CAD/CAM fabrication workflows. Export measurement data directly to design software, reducing manual data entry errors. Track modifications and adjustments with objective before-and-after documentation.
Remote Capability
For post-discharge monitoring or patients in remote locations, capture residual limb volume measurements remotely to assess shrinkage/swelling, determine when new sockets are needed, and optimize appointment scheduling.
Medical Apparel
Clinical Applications
Measurement Requirements
Medical apparel requires precise but different measurements than compression or orthotics:
- Comfort fit: Appropriate ease allowances for movement and comfort
- Functional requirements: Access points for medical devices, tubes, or monitoring equipment
- Specific coverage: Ensuring adequate coverage of treatment areas
- Material accommodation: Different fabrics require different fit allowances
Applications by Setting
Hospital and clinical environments
Staff uniforms and protective apparel sized for optimal fit, comfort during long shifts, and professional appearance. Esenca enables efficient sizing during onboarding and ensures consistent fit across all staff.
Patient care
Medical apparel for patients undergoing specific treatments or living with conditions requiring specialized clothing. Remote measurement enables dignity and convenience for patients who may have mobility limitations or prefer privacy.
Specialty applications
Burn garments, adaptive clothing for neurological conditions, or specialized apparel for unique medical situations. The platform's flexibility accommodates custom measurement protocols for these specialized needs.
Key Benefits for Medical Apparel
- Improved comfort leading to better patient compliance
- Professional appearance for staff-facing apparel
- Functional design enabled by accurate body data
- Efficient ordering and inventory management
- Support for both individual and bulk ordering
How Esenca Sizing Works in Medical Applications
Esenca’s measurement process is designed for clinical environments where accuracy, efficiency, and patient comfort are equally important. Here’s how it works in practice.
Step 1
Patient Preparation & Positioning
(Â 60 seconds )
Clinical setup
The system captures measurements through computer vision:
Step 2
Digital Measurement Capture
Automated scanning
The system captures measurements through computer vision:
All required circumferences simultaneously from single image sets
Length measurements between identified landmarks
Volume calculations through three-dimensional reconstruction
Surface contour mapping for complex anatomical areas
Bilateral comparison data when applicable
Adequate image quality and clarity
Proper patient positioning
Anatomical landmark visibility
Measurement consistency with expected anatomical norms
Completeness of required data set
Step 3
Data Validation & Clinical Review
Automated analysis
The system processes captured data:
All required circumferences simultaneously from single image sets
Edema indices or other condition-specific metrics
Visual representation of body contours
Sizing recommendations based on configured device specifications
Step 4
Medical Device Specification & Ordering
Automated sizing recommendations
Based on approved measurements and configured sizing rules, the system recommends:
Step 5
Outcome Tracking & Follow-up
How Esenca Sizing Works in Medical Applications
Esenca’s measurement process is designed for clinical environments where accuracy, efficiency, and patient comfort are equally important. Here’s how it works in practice.
Step 1
Patient Preparation & Positioning
( 2 minute )
Clinical setup
The technician or clinician prepares the patient for measurement:
Positioning guidance: Clear visual instructions show proper patient positioning. For standing measurements, weight distribution guidelines ensure consistency. For seated or recumbent measurements, standardized positioning protocols ensure reproducible results.
Clothing considerations: Patients wear minimal, form-fitting clothing appropriate for the body area being measured. The system provides specific guidance based on the type of medical device being fitted.
Anatomical landmark identification: For measurements requiring specific anatomical reference points, the technician identifies and marks landmarks following standardized protocols. The system validates landmark placement through image analysis.
Patient education: The technician explains the process, ensuring patient understanding and cooperation. For anxious patients, showing the technology in action before beginning reduces apprehension.
Privacy and dignity: The measurement process respects patient privacy. For remote measurements, patients control their environment and timing.
Step 2
Digital Measurement Capture
(1 minute)
Automated scanning
The system captures measurements through computer vision:
Image acquisition: Using a smartphone, tablet, or dedicated camera, the system captures images from standardised angles. Visual guides ensure proper camera positioning and distance.
Real-time processing: As images are captured, the system processes the data in real-time, identifying anatomical landmarks. Immediate feedback confirms adequate image quality or prompts recapture if needed.
Comprehensive data collection: The system captures
- All required circumferences simultaneously from single image sets
- Length measurements between identified landmarks
- Volume calculations through three-dimensional reconstruction
- Surface contour mapping for complex anatomical areas
- Bilateral comparison data when applicable
Quality assurance: Automated validation confirms
- Adequate image quality and clarity
- Proper patient positioning
- Anatomical landmark visibility
- Measurement consistency with expected anatomical norms
- Completeness of required data set
Error prevention: If the system detects issues, it prompts immediate re-capture before the patient leaves. This prevents discovering errors after the patient has departed.
Step 3
Data Validation & Clinical Review
( 2 – 3 minutes )
Automated analysis
The system processes captured data:
Anomaly detection: Statistical analysis identifies measurements that fall outside expected ranges based on other body dimensions, prompting review of potentially erroneous data.
Clinical decision support: The system presents measurement data in clinically relevant formats
- Comparison to previous measurements with change percentages
- Bilateral symmetry analysis with variance calculations
- Edema indices or other condition-specific metrics
- Visual representation of body contours
- Sizing recommendations based on configured device specifications
Clinician review and approval: The practitioner reviews measurement data, confirms clinical appropriateness, makes any needed adjustments based on clinical judgment, and approves for device specification.
Patient engagement: Show patients their measurement data, explaining what it means for their device. Visual representation helps patients understand the precision and care being applied to their treatment.
Step 4
Medical Device Specification & Ordering
( 2 – 5 minutes )
Automated sizing recommendations
Based on approved measurements and configured sizing rules, the system recommends:
Medical Device sizes: Specific sizes for off-the-shelf devices from each manufacturer’s product line, accounting for different manufacturers’ sizing methodologies.
Custom specifications: For custom-fabricated devices, complete specification sheets with all required dimensions, material selections, and special features.
Alternative options: When measurements fall between standard sizes, the system presents options with clinical guidance on which choice optimizes therapeutic benefit vs. comfort.
Transmission: Orders transmit electronically to manufacturers, internal fabrication teams, or ordering systems. The system eliminates the need for manual transcription and data entry errors.
Documentation: Complete measurement and ordering records are saved to the patient’s file, providing permanent documentation for clinical, legal, and insurance purposes.
Step 5
Outcome Tracking & Follow-up
Fit verification: At fitting appointments, document fit assessment. If adjustments are needed, objective measurement data supports troubleshooting and modification decisions.
Outcome measurement: At follow-up appointments, re-measure to assess treatment progress. Objective before-and-after data quantifies outcomes, supports continued treatment authorization, and informs clinical decision-making.
Continuous improvement: Aggregate data across patients identifies patterns—what measurement approaches correlate with best outcomes, which device specifications work best for specific patient presentations, which manufacturers deliver most consistent results.
Built with Accuracy & Security in Mind
Medical applications demand the highest standards for data security, measurement accuracy, and regulatory compliance. Esenca was built to meet and exceed these requirements.
Data Protection & Privacy
ISO standards
Compliance with relevant ISO standards for quality management systems, risk management, and medical device software.
Professional Use Cases & Clinical Integration
Designed for clinical environments
Esenca was purpose-built for medical applications, not adapted from consumer uses
Clinical workflows
The platform integrates into existing clinical processes rather than requiring workflow redesign. Practitioners maintain clinical decision-making authority while gaining better data to inform decisions.
Professional training
We provide comprehensive training for clinical staff, ensuring they understand measurement principles, system capabilities, limitations, and proper use protocols.
Clinical support
Our team includes clinical professionals who understand your applications. Technical support is provided by people who comprehend clinical context and can provide relevant, appropriate assistance.
Evidence-based development
Platform enhancements are driven by clinical evidence and practitioner feedback, ensuring new features serve real clinical needs.
Regulatory awareness
We stay current with regulatory changes affecting medical devices, reimbursement policies, and clinical practice standards, ensuring the platform evolves with the regulatory landscape.
Long-Term Partnership & Support
Implementation excellence
Dedicated implementation specialists guide your deployment
Needs assessment and workflow analysis
Custom configuration for your protocols and devices
Staff training and certification
Integration with existing systems
Go-live support and optimization
Research collaboration
We partner with leading institutions on clinical research, contributing to the evidence base and advancing the field of digital measurement in medical applications.
Ongoing support
Comprehensive support ensures continuous success
Automated quality checks on every measurement
Statistical process control monitoring system-wide measurement quality
Outlier detection and flagging for review
Standardized measurement protocols across all implementations
Commitment to excellence
Your success is our success. We’re invested in delivering outcomes, not just technology. Long-term relationships with clients demonstrate this commitment—our average client retention exceeds 95%.
Research collaboration
We partner with leading institutions on clinical research, contributing to the evidence base and advancing the field of digital measurement in medical applications.
Commitment to excellence
Your success is our success. We’re invested in delivering outcomes, not just technology. Long-term relationships with clients demonstrate this commitment—our average client retention exceeds 95%.
FAQ
How does digital sizing work for compression garments, orthotics, and medical apparel?
A clinician, technician, or the patient themselves captures images using a smartphone or tablet, and Esenca Sizing’s computer vision models extract the circumferences, lengths, volumes, and contour data needed for each medical device. The platform matches that data to the sizing logic configured for each manufacturer or custom fabrication workflow and returns a size recommendation or a complete measurement sheet. The same capture supports off-the-shelf compression garments, custom orthotic and prosthetic fabrication, and medical apparel programmes, with different recommendation protocols configured for each application.
How accurate is the measurement compared to a manual tape?
Esenca Sizing captures body measurements within 2–3 mm, well inside the tolerances that compression therapy and orthotic fabrication require. Manual tape measurement, by contrast, typically introduces 15–50 mm of variation depending on operator technique, tension, and patient positioning and 5–10 mm of variation when the same practitioner measures the same patient twice. Because the measurement logic is automated, results are also repeatable across technicians and over time, which is essential for tracking edema, post-surgical changes, or prosthetic socket fit.
How is patient data handled, and is the platform suitable for clinical use?
Esenca Sizing is built for clinical environments, with measurement protocols, validation and checks designed around the documentation requirements that medical applications demand. Patient measurement data is handled under GDPR with technical and organisational security controls, and every record includes timestamps, operator IDs, positioning data, quality scores, and full measurement history per patient. For organisations with stricter data-control needs, an offline iOS option processes captures locally on the device without transmitting images to a remote server.
Does the platform integrate with EMR/EHR systems and manufacturer ordering workflows?
Yes. Measurement data flows into existing patient records rather than living in a separate sizing tool, so there is no duplicate entry and no transcription error between capture and device specification. The platform also connects to manufacturer ordering systems, so size recommendations or custom specs transmit directly to compression garment suppliers, orthotic and prosthetic fabricators, or internal CAD/CAM workflows. Where a direct integration is not yet in place; structured measurement data can be exported for upload into existing ERP, EHR, or order management platforms.
How does Esenca Sizing handle complex cases post-surgical anatomy, asymmetry, or bariatric patients?
The three-dimensional capture is designed for anatomy that traditional circumferential measurement struggles with. The platform measures bilateral asymmetry automatically, accommodates irregular contours and post-surgical body shapes, and supports volume calculations for edema and residual limb assessment. Sizing protocols are configurable per condition, so the data captured for lymphedema differs from what’s captured for venous insufficiency or scoliosis bracing. For bariatric patients or patients undergoing significant weight change, the same patient profile can be remeasured over time to track changes objectively rather than starting from scratch at each appointment.
What measurement accuracy can we expect for prosthetic socket fabrication?
Esenca Sizing captures residual limb measurements at the precision level prosthetics demand: circumferences at standardised intervals, total limb volume, surface contour mapping, length from anatomical landmarks, and bony prominence identification. The data exports into CAD/CAM design software directly, removing the manual transcription step that introduces errors between measurement and socket design. For post-discharge monitoring, the same protocol can be repeated remotely to assess shrinkage or swelling and determine when a new socket is needed without requiring the patient to travel back to the clinic.
How quickly can a clinic or fabrication workflow go live with Esenca Sizing?
Most clinical implementations go live within 6–10 weeks, covering needs assessment, custom configuration for your specific protocols and device manufacturers, EMR integration where applicable, staff training and certification, and a supported go-live period. Multi-site providers and fabrication operations with complex device portfolios typically take 10–14 weeks. Once live, adding new staff, new device manufacturers, or new clinical protocols is handled through the existing admin configuration without a separate implementation project.
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with Precision Measurement
Join leading medical and orthotic providers who have transformed patient outcomes and operational efficiency with
Esenca’s digital measurement technology.