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Verified Service Provider in Kenya

Syringe Pump Accuracy Verification Service in Kenya Engineering Excellence & Technical Support

Syringe Pump Accuracy Verification Service High-standard technical execution following OEM protocols and local regulatory frameworks.

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Unparalleled Volumetric Accuracy Assurance

Leveraging advanced gravimetric and volumetric methods with NIST-traceable calibration equipment, our Kenya-based service guarantees syringe pump delivery accuracy within ±0.5%, exceeding industry standards and ensuring patient safety.

Real-time Performance Analytics & Trend Monitoring

Our service utilizes IoT-enabled sensors and proprietary software to capture and analyze real-time syringe pump performance data, identifying subtle drifts and trends that could impact accuracy, allowing for proactive maintenance and minimizing downtime.

Stringent Compliance & Audit-Ready Documentation

We provide comprehensive, audit-ready documentation for all syringe pump accuracy verification procedures, adhering strictly to ISO 13485 and local Kenyan healthcare regulations, ensuring full regulatory compliance and peace of mind.

What Is Syringe Pump Accuracy Verification Service In Kenya?

Syringe pump accuracy verification services in Kenya are specialized technical processes designed to quantitatively assess and confirm the accuracy of syringe pumps in delivering a specified volume of fluid over a defined period. This involves meticulous calibration and testing against established metrological standards and manufacturer specifications. The primary objective is to ensure that the delivered volume (accuracy) and the rate of delivery (precision) fall within acceptable tolerances, thereby guaranteeing patient safety and treatment efficacy. This service is critical in healthcare settings where the precise administration of medications, nutrients, and other fluids is paramount.

Who Needs Syringe Pump Accuracy Verification?Typical Use Cases and Contexts
Hospitals and Medical Facilities: All departments utilizing syringe pumps for patient care, including Intensive Care Units (ICUs), Neonatal Intensive Care Units (NICUs), operating rooms, emergency departments, and general wards.Oncology Departments: For precise administration of chemotherapy drugs, where even minor volumetric deviations can have significant clinical consequences.Pediatric and Neonatal Units: For administering low volumes of critical medications to vulnerable patient populations.Anesthesiology: For controlled infusion of anesthetic agents and supportive fluids during surgical procedures.Home Healthcare Providers: Organizations that provide and maintain medical equipment for patients in domestic settings.Medical Equipment Manufacturers and Distributors: For quality control, pre-market release testing, and post-sales service.Third-Party Biomedical Engineering Service Providers: Companies specializing in the maintenance, repair, and calibration of medical devices.Regulatory Bodies and Accreditation Agencies: To ensure compliance with healthcare standards and regulations (e.g., those set by the Kenya Bureau of Standards (KEBS) or international accreditation bodies).
Drug Infusion: The most common use case, involving the accurate and precise delivery of intravenous medications, antibiotics, analgesics, and vasopressors.Parenteral Nutrition (PN) Administration: For delivering specialized nutritional solutions to patients unable to consume food orally.Fluid Therapy: For controlled administration of intravenous fluids to maintain hydration and electrolyte balance.Anesthesia Delivery: In critical care and surgical settings for precise titration of anesthetic agents.Patient-Controlled Analgesia (PCA): Enabling patients to self-administer pain medication within programmed limits.Laboratory and Research Applications: In some research settings requiring highly controlled fluid dispensation for experiments.

Key Components of Syringe Pump Accuracy Verification Service:

  • Calibration: Adjusting the pump's internal mechanisms to align with known metrological standards.
  • Accuracy Testing: Measuring the actual volume of fluid delivered by the syringe pump against the programmed volume.
  • Precision Testing: Evaluating the consistency of fluid delivery over multiple cycles at a given rate and volume.
  • Flow Rate Verification: Confirming that the pump delivers fluid at the intended rate (e.g., mL/hr, mL/min).
  • Alarms and Safety Feature Checks: Verifying the functionality of critical safety mechanisms such as occlusion alarms, air-in-line detection, and end-of-infusion alerts.
  • Documentation and Certification: Providing a comprehensive report detailing the testing methodology, results, and a certificate of calibration, often traceable to national or international standards.
  • Preventive Maintenance Integration: Often bundled with or performed alongside accuracy verification to address potential mechanical issues.

Who Needs Syringe Pump Accuracy Verification Service In Kenya?

Ensuring the precise delivery of fluids is paramount in healthcare, and syringe pump accuracy verification is a critical service for maintaining patient safety and optimal treatment outcomes. In Kenya, several key stakeholders rely on this specialized service to guarantee their medical equipment functions as intended. This verification process involves rigorous testing to confirm that the syringe pump dispenses medication or fluids at the programmed rate and volume, identifying any deviations that could lead to under-dosing, over-dosing, or other adverse events.

Customer TypeKey Departments/Units BenefitingSpecific Needs/Reasons for Verification
Hospitals (Public and Private)Operating Theaters, Intensive Care Units (ICU), Neonatal Intensive Care Units (NICU), Emergency Departments, Oncology Wards, General Wards, Pediatrics, AnesthesiologyTo ensure accurate drug delivery for critical patients, precise infusion of chemotherapy, neonatal resuscitation, pain management, and fluid balance management. Compliance with medical standards and patient safety protocols.
Clinics and Health CentersOutpatient Departments, Treatment Rooms, Minor Procedure AreasFor accurate administration of medications, vaccines, and fluids in a non-critical care setting. Ensuring cost-effectiveness and appropriate treatment.
Specialty Medical CentersOncology Centers (chemotherapy infusion), Dialysis Centers (fluid and drug administration), NICU (precise feeding and medication), Pain Management ClinicsHigh reliance on accurate and consistent infusion rates for life-saving and critical treatments. Minimizing risks associated with precise dosage requirements.
Diagnostic LaboratoriesClinical Chemistry, Hematology, Microbiology (for specific media preparation or reagent dispensing)While less common than clinical settings, some specialized laboratory procedures may require precise fluid dispensing for reagent preparation or sample handling.
Research InstitutionsPharmacology Labs, Biomedical Research Units, Clinical TrialsEnsuring reproducibility of experimental results, accurate administration of experimental drugs in animal studies or in vitro models, and adherence to strict protocols in clinical trials.
Medical Equipment Suppliers and DistributorsService and Maintenance Departments, Quality ControlTo verify the accuracy of newly purchased or refurbished syringe pumps before they are sold or leased to healthcare facilities. Ensuring compliance with manufacturer specifications.
Third-Party Medical Device Maintenance CompaniesBiomedical Engineering TeamsProviding post-maintenance verification and calibration services for syringe pumps on behalf of their clients. Ensuring the devices meet accuracy standards after repair.
Government Health Agencies and Regulatory BodiesQuality Assurance Departments, Medical Device Regulation UnitsFor oversight and auditing of healthcare facilities to ensure compliance with medical device safety and efficacy regulations. Establishing standards for medical equipment performance.

Target Customers and Departments Requiring Syringe Pump Accuracy Verification Services in Kenya:

  • Hospitals (Public and Private)
  • Clinics and Health Centers
  • Specialty Medical Centers (e.g., Oncology, Dialysis, Neonatal Intensive Care Units)
  • Diagnostic Laboratories
  • Research Institutions
  • Medical Equipment Suppliers and Distributors
  • Third-Party Medical Device Maintenance Companies
  • Government Health Agencies and Regulatory Bodies

Syringe Pump Accuracy Verification Service Process In Kenya

This document outlines the standard workflow for syringe pump accuracy verification services offered in Kenya. The process is designed to be transparent, efficient, and ensure that healthcare facilities receive reliable and accurate calibration results for their critical medical devices.

StageDescriptionKey ActivitiesDeliverables/Outcomes
Inquiry & Initial ConsultationClient expresses interest and provides initial details.Discuss scope, identify needs, provide service overview.Understanding of client requirements, preliminary quote information.
Quotation & Service AgreementFormal proposal and contractual agreement.Prepare and present quotation, draft and finalize service agreement.Accepted quotation, signed service agreement.
Scheduling & Logistics PlanningArranging for the on-site visit.Coordinate dates/times, plan travel, gather tools and equipment.Scheduled service date, prepared logistics.
On-site Inspection & PreparationInitial check of the equipment.Visual inspection, check for damage, ensure power.Ready-to-calibrate syringe pumps.
Accuracy Verification ProcedurePerforming the actual calibration test.Set rates, measure volumes, record data.Raw measurement data.
Data Recording & AnalysisDocumenting and interpreting test results.Compile readings, calculate deviations, assess accuracy.Analyzed data, identification of out-of-tolerance issues.
Calibration Adjustment (if applicable)Correcting any inaccuracies found.Perform necessary adjustments to bring pump within tolerance.Adjusted syringe pump.
Issuance of Calibration Certificate/ReportProviding official documentation of the service.Generate and issue certificate with all relevant details.Calibration certificate/report.
Client Review & Sign-offClient approves the completed service.Present certificate, answer questions, obtain client signature.Client approved service completion.
Invoicing & Payment ProcessingFinancial transaction.Generate invoice, receive payment.Finalized payment.
Record Keeping & Follow-upAdministrative and customer service.Archive service records, conduct client satisfaction checks, schedule future services.Maintained records, satisfied client, potential for repeat business.

Syringe Pump Accuracy Verification Service Process in Kenya

  • Inquiry & Initial Consultation: The service begins with an inquiry from a healthcare facility (e.g., hospital, clinic) seeking syringe pump accuracy verification. This can be via phone, email, or through a dedicated online portal. The initial consultation aims to understand the scope of the request, including the number of syringe pumps, their types, current calibration status, and any specific requirements or timelines. This stage also involves providing an overview of the service, pricing, and required documentation.
  • Quotation & Service Agreement: Based on the initial consultation, a detailed quotation is provided, outlining the costs associated with the verification service. Upon acceptance of the quotation, a formal service agreement is drawn up. This agreement specifies the scope of work, deliverables, service level agreements (SLAs), payment terms, and liability. It serves as a binding contract between the service provider and the client.
  • Scheduling & Logistics Planning: Once the service agreement is signed, the next step is to schedule the verification. This involves coordinating with the healthcare facility to determine the most convenient dates and times for the technician to visit. Logistics are planned, including travel arrangements, necessary tools, calibration standards, and any specific safety protocols required at the client's site.
  • On-site Syringe Pump Inspection & Preparation: Upon arrival at the healthcare facility, the technician conducts an initial visual inspection of each syringe pump. This includes checking for any physical damage, ensuring proper functionality of buttons and displays, and confirming the power source. Any necessary preparation steps, such as ensuring the pumps are readily accessible and powered on, are also completed.
  • Accuracy Verification Procedure: The core of the service involves performing the accuracy verification. This is done using traceable and certified calibration equipment. The technician will set specific infusion rates on the syringe pump and meticulously measure the delivered volume over a defined period. Multiple readings are taken for each setting to ensure consistency and accuracy. The verification process adheres to relevant international standards and manufacturer specifications.
  • Data Recording & Analysis: All measurement data, including the set rates, delivered volumes, and any deviations, are meticulously recorded in a standardized logbook or digital system. This raw data is then analyzed to determine the accuracy of the syringe pump against the specified tolerances. Any observed anomalies or out-of-tolerance readings are noted.
  • Calibration Adjustment (if applicable): If a syringe pump is found to be outside the acceptable accuracy tolerance, and if the service agreement includes calibration adjustment, the technician will perform the necessary adjustments to bring the pump back within specifications. This often involves fine-tuning internal parameters.
  • Issuance of Calibration Certificate/Report: Upon successful verification and any necessary adjustments, a comprehensive calibration certificate or report is issued. This document includes details of the syringe pump (make, model, serial number), the date of verification, the standards used, the readings obtained, the results of the verification (pass/fail or within tolerance), and the technician's signature. This certificate serves as proof of the pump's accuracy and compliance.
  • Client Review & Sign-off: The client is provided with the calibration certificate/report for their review. Any questions or clarifications are addressed. Once the client is satisfied with the results and documentation, they will formally sign off on the service completion.
  • Invoicing & Payment Processing: Following client sign-off, the final invoice is generated and sent to the healthcare facility. The payment process is then initiated according to the terms outlined in the service agreement.
  • Record Keeping & Follow-up: The service provider maintains detailed records of the verification service, including all raw data and issued certificates. This is crucial for future reference and traceability. A follow-up may be conducted to ensure client satisfaction and to schedule future preventive maintenance or calibration services.

Syringe Pump Accuracy Verification Service Cost In Kenya

The cost of syringe pump accuracy verification services in Kenya can vary significantly depending on several factors. These factors influence the overall pricing structure, making it essential for healthcare facilities to understand them to budget effectively. The verification process ensures that syringe pumps deliver medication at the precise flow rates and volumes programmed, which is critical for patient safety and effective treatment. In Kenya, this vital service is typically provided by specialized biomedical engineering firms or accredited calibration laboratories. The pricing is generally quoted in Kenyan Shillings (KES).

Service Type/VolumeEstimated Price Range (KES)Notes
Single Syringe Pump Verification (Standard)15,000 - 30,000Covers basic accuracy and volume checks. May include a simple calibration certificate.
Batch Verification (5-10 Pumps)12,000 - 25,000 per pumpDiscounted per-unit pricing for multiple pumps verified during a single service call.
Large Volume Verification (10+ Pumps)10,000 - 20,000 per pumpSignificant cost savings per pump for substantial orders, often with customized service agreements.
On-site Verification
  • 5,000 - 15,000 (travel/logistics)
Additional charges for the service provider to come to the facility, depending on distance and accessibility.
Expedited/Rush Service
  • 20% - 50% of standard cost
Premium for urgent turnaround times to minimize equipment downtime.
Verification with Full Traceable Calibration Certificate & Report
  • 2,000 - 5,000 per pump
Includes detailed documentation, traceability to national/international standards, and potentially a compliance sticker.
Verification with Minor Repair/Preventative MaintenanceAdds 5,000 - 20,000+ depending on scopeCost varies significantly based on the nature and extent of the additional services required.

Key Factors Influencing Syringe Pump Accuracy Verification Costs in Kenya:

  • Number of Syringe Pumps to be Verified: A bulk service for multiple pumps will usually have a lower per-unit cost compared to verifying a single pump. Discounts are often offered for larger volumes.
  • Complexity and Type of Syringe Pump: Different models and brands of syringe pumps may have varying complexities in their internal mechanisms and calibration procedures. More advanced or specialized pumps might incur higher verification costs.
  • Turnaround Time (Urgency of Service): Standard verification services will be less expensive than expedited or emergency services. If a pump needs to be calibrated urgently to minimize downtime, expect a premium charge.
  • Location of Service Delivery: Whether the verification is performed on-site at the hospital/clinic or if the pumps need to be transported to the service provider's facility can affect the cost. On-site services might include travel and logistical fees.
  • Accreditation and Certification Standards: Verification services conducted by NEMA (National Environmental Management Authority) accredited or other internationally recognized bodies may command higher prices due to the assurance of quality and adherence to strict standards.
  • Included Services: Some providers may bundle other services with the accuracy verification, such as minor repairs, preventative maintenance checks, or calibration certificates with traceable records. These additions will increase the overall cost.
  • Service Provider's Reputation and Expertise: Established and highly reputable calibration laboratories with experienced technicians often charge more for their services, reflecting their reliability and expertise.
  • Age and Condition of the Syringe Pump: Older pumps or those in poor condition might require more extensive diagnostic and calibration work, potentially increasing the verification cost.

Affordable Syringe Pump Accuracy Verification Service Options

Ensuring the accuracy of syringe pumps is critical for patient safety and effective treatment delivery. However, the cost of calibration and verification services can be a significant concern for healthcare facilities. This document outlines affordable syringe pump accuracy verification service options, focusing on value bundles and cost-saving strategies to help optimize budgets without compromising quality.

Service OptionDescriptionValue Bundle ComponentsCost-Saving StrategiesTypical Use Case
Annual Routine VerificationStandard calibration and performance testing conducted once a year to ensure ongoing accuracy.Includes: On-site visit, functional tests, volume/rate accuracy checks, basic cleaning and lubrication, certificate of calibration.Bulk Discounts: Negotiate lower per-unit costs for verifying multiple pumps simultaneously. Preventative Maintenance Bundles: Combine verification with routine maintenance for a bundled discount. Multi-Year Contracts: Secure upfront pricing for several years to lock in current rates and avoid future price increases.Facilities with a moderate to large number of syringe pumps requiring standard regulatory compliance.
Biennial Verification (Extended Interval)Verification performed every two years. May be suitable for certain pump models or in facilities with specific risk assessments.Includes: Similar to annual, but with less frequent scheduling. May require manufacturer's recommendation or risk assessment approval.Extended Maintenance Contracts: Couple biennial verification with more comprehensive preventative maintenance at the required intervals. Remote Verification Options: If applicable and supported by the manufacturer, explore remote monitoring and verification tools.Facilities with robust internal quality control programs and specific pump models approved for less frequent verification.
On-Demand / Ad-Hoc VerificationVerification performed as needed due to suspected malfunction, after repairs, or for specific investigational purposes.Includes: Targeted testing based on the reason for the service call. Often higher per-unit cost due to immediate response.In-House Technicians: Train internal biomedical technicians for basic verification tasks, reducing reliance on external services for minor checks. Standardized Replacement Parts: Utilize cost-effective, standardized replacement parts for common repairs that precede verification.Situations requiring immediate verification, such as troubleshooting or post-repair assurance.
Manufacturer vs. Third-Party ServicesComparing verification services offered directly by the syringe pump manufacturer versus independent third-party biomedical service providers.Manufacturer: Often has specialized knowledge of their own equipment, potentially leading to more thorough service. May be required for warranty compliance. Third-Party: Can offer competitive pricing, flexibility in scheduling, and service across multiple brands.Negotiate Service Level Agreements (SLAs): Clearly define response times, service scope, and reporting for both manufacturer and third-party contracts. Competitive Bidding: Obtain quotes from multiple reputable third-party providers to ensure the best pricing.All facilities, with a strategic decision based on cost, warranty, and desired service scope.
Value-Added Services & BundlesIntegrating syringe pump verification into broader biomedical equipment management programs.Comprehensive Device Management: Bundling syringe pump verification with other critical equipment testing (e.g., vital signs monitors, EKG machines) for a consolidated service contract. Training Programs: Include basic troubleshooting and user-level accuracy checks as part of a training bundle to empower clinical staff.Preventative Maintenance Integration: Schedule verification alongside PM to maximize technician efficiency and minimize downtime. Data Management Solutions: Invest in software that tracks calibration due dates and service history, streamlining scheduling and reducing administrative overhead.Facilities aiming for a holistic approach to medical equipment management and cost optimization.

Understanding Syringe Pump Accuracy Verification

  • What is Syringe Pump Accuracy Verification? This process involves testing the syringe pump's ability to deliver fluid at the set rate and volume. It's crucial for maintaining therapeutic efficacy and preventing under- or over-infusion.
  • Why is it Important? Inaccurate delivery can lead to adverse patient events, treatment failures, and increased healthcare costs due to extended hospital stays or complications.
  • Regulatory Compliance: Many regulatory bodies mandate regular calibration and verification of medical devices, including syringe pumps.

Verified Providers In Kenya

In Kenya's evolving healthcare landscape, identifying reliable and skilled medical practitioners is paramount. 'Verified Providers' signifies a crucial distinction, indicating that these professionals have undergone rigorous checks to ensure their qualifications, ethical practices, and adherence to regulatory standards. Franance Health stands out as a leading platform dedicated to connecting individuals with such verified healthcare providers. Their meticulous credentialing process is a testament to their commitment to patient safety and quality care. Choosing Franance Health-credentialed providers means entrusting your well-being to professionals who have demonstrated a high level of competence and trustworthiness.

Provider TypeFranance Health Verification FocusBenefits to Patients
Doctors (General & Specialists)Medical Degree, Specialist Board Certification, License to Practice, Disciplinary Record CheckAccurate diagnosis, effective treatment plans, access to specialized medical expertise.
Nurses (Registered & Enrolled)Nursing Council Registration, Educational Qualifications, Practice Experience, Criminal Background CheckCompassionate care, accurate administration of medication, patient monitoring and support.
PharmacistsPharmacy and Poisons Board Registration, Degree in Pharmacy, Internship Completion, Ethical Conduct ReviewSafe dispensing of medications, drug interaction checks, expert advice on prescriptions.
Therapists (Physio, Occupational, etc.)Relevant Professional Body Registration, Degree/Diploma in Therapy, Continuing Professional DevelopmentRehabilitation, pain management, improved mobility and functional independence.
DentistsDental Association Registration, Dental Degree, Practice License, Ethical StandardsOral health assessment, treatment of dental conditions, preventive dental care.

Why Franance Health Credentials Matter:

  • Rigorous Verification Process: Franance Health employs a comprehensive vetting system that includes academic qualifications, professional licenses, continuous professional development, and background checks.
  • Commitment to Ethical Practice: Providers are screened for adherence to medical ethics and professional conduct, ensuring patient-centered care.
  • Up-to-Date Expertise: The verification process often includes ensuring practitioners are current with the latest medical advancements and best practices.
  • Regulatory Compliance: Franance Health ensures all providers meet or exceed the standards set by Kenyan healthcare regulatory bodies.
  • Enhanced Patient Trust: Knowing a provider is Franance Health-verified offers peace of mind and builds confidence in the quality of care received.

Scope Of Work For Syringe Pump Accuracy Verification Service

This Scope of Work (SOW) outlines the requirements for a Syringe Pump Accuracy Verification Service. The service aims to ensure that medical syringe pumps operate within their specified accuracy tolerances, crucial for patient safety and effective drug delivery. The technical deliverables will include comprehensive test reports, calibration certificates, and a detailed summary of findings. Standard specifications will adhere to relevant industry guidelines and manufacturer protocols. This service is essential for healthcare facilities, medical device manufacturers, and regulatory bodies to maintain the integrity and reliability of critical medical equipment.

ParameterStandard SpecificationVerification MethodAcceptance Criteria
Volume Accuracy± 5% of delivered volume (typical, refer to manufacturer's specifications for exact tolerance)Gravimetric or volumetric measurement of delivered fluid over a range of programmed volumes and flow rates.Delivered volume must be within ± 5% (or manufacturer-specified tolerance) of the programmed volume for each test condition.
Flow Rate Accuracy± 10% of programmed flow rate (typical, refer to manufacturer's specifications for exact tolerance)Measurement of fluid delivery over a defined time period at various programmed flow rates.Achieved flow rate must be within ± 10% (or manufacturer-specified tolerance) of the programmed flow rate.
Occlusion Pressure Accuracy± 10% of programmed occlusion pressure setting (typical, refer to manufacturer's specifications)Measurement of pressure generated by the pump when encountering an occlusion at various programmed pressure limits.Measured occlusion pressure must be within ± 10% (or manufacturer-specified tolerance) of the programmed setting.
Syringe CompatibilityAs per manufacturer's approved syringe listVisual inspection and functional test with various approved syringe types and sizes.Pump must correctly engage, secure, and operate with all approved syringe types without slippage or malfunction.
Alarms and Safety FeaturesFunctional and within operational parametersTesting of all audible and visual alarms (e.g., occlusion, near empty, battery low, malfunction) and automatic shut-off features.All alarms must activate correctly and promptly under simulated fault conditions. Safety features must function as designed.
Battery Performance (if applicable)As per manufacturer's specifications (e.g., minimum operational time on full charge)Measurement of battery life under typical operating conditions.Battery must provide at least the manufacturer-specified operational time on a full charge.

Technical Deliverables

  • Comprehensive Test Report: Documenting all test procedures, results, and deviations.
  • Calibration Certificate: A formal document certifying that the syringe pump has been tested and found to meet or exceed specified accuracy standards.
  • Summary of Findings and Recommendations: Highlighting any non-compliance issues and providing actionable recommendations for correction or maintenance.
  • Raw Data Logs: Raw data collected during each accuracy verification test.
  • Equipment Used Log: A record of all calibrated equipment and tools used during the verification process.

Service Level Agreement For Syringe Pump Accuracy Verification Service

This Service Level Agreement (SLA) outlines the agreed-upon standards for the Syringe Pump Accuracy Verification Service. It defines the expected response times for critical issues and the guaranteed uptime for the service, ensuring reliable and timely verification of syringe pump performance.

Service ComponentResponse Time (Business Hours)Uptime GuaranteeDefinition of Uptime
Critical Issue (e.g., System Outage, Inability to Schedule)2 Business Hours99.5%Percentage of time the service is available and functioning as expected during scheduled operational hours.
Minor Issue (e.g., Portal Glitch, Non-critical Report Delay)8 Business Hours99.0%The service is considered available if users can access the scheduling portal and initiate verification requests.
Routine Inquiry (e.g., General Questions, Report Clarification)24 Business HoursN/AN/A

Scope of Service

  • Verification of syringe pump volumetric accuracy against established standards.
  • Calibration verification and documentation.
  • Reporting of accuracy test results.
  • Access to the online portal for scheduling and result retrieval.
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