AI Logistics for
OT Equipment

HomeCase StudiesProject details

Pristyn Care is a fast-growing multispecialty surgical network operating across several cities in India, known for excellence in minimally invasive surgeries and relying heavily on state-of-the-art OT (Operation Theatre) equipment. As the network expanded, so did the complexity of managing these critical assets across multiple centers — creating the need for an intelligent logistics and lifecycle management platform.

AI Logistics for OT Equipment

Project Information

  • Category :

    AI & Healthcare Technology

  • Client :

    Pristyn Care (GHV Advanced Care Pvt. Ltd.)

  • Completed :

    20 March 2023

  • Location :

    Pan-India network

  • Duration :

    Multi-site deployment

Project Challenges

Every project comes with its unique set of challenges that test our expertise and adaptability. We approach each obstacle as an opportunity to innovate and deliver exceptional results.

  • Last-Minute Procurement – Manual inventory processes caused procurement delays that disrupted surgical schedules.
  • Cost Overruns – Emergency and unplanned equipment purchases drove up operational costs.
  • Unplanned Downtime – Equipment failures without warning affected operational throughput and surgeries.
  • Poor Coordination – Fragmented workflows between logistics, admin, and finance teams delayed decisions.
  • No Predictive Insight – No visibility into device lifecycle stage or upcoming maintenance requirements.

Project Results

MedEquip AI transformed how Pristyn Care manages critical OT assets — combining predictive maintenance, IoT-based health monitoring, and unified workflows to reduce downtime, control costs, and keep surgical operations running smoothly.
  • 35% reduction in equipment downtime, improving surgical scheduling
  • 20% decrease in emergency procurement costs through predictive replacement
  • Cross-functional approval-to-execution time cut by 50%
  • Complete visibility into OT equipment performance across all locations
  • Streamlined audit readiness with digital logs and maintenance records
Project results

Project Summary

Tech4Logic designed and deployed MedEquip AI, an intelligent logistics platform powered by machine learning, IoT integration, and automated workflow triggers — tracking usage patterns, monitoring equipment health, and triggering smart alerts for maintenance and procurement.
A unified dashboard gives admins, logistics, and finance teams a single source of truth, while complete digital lifecycle and compliance tracking maintains full records of procurement, usage, servicing, and regulatory documentation for audits.
Tech4logic
AI-Based Logistics & Lifecycle Management for OT Equipment – Pristyn Care | Tech4Logic | Tech4Logic