Medical intelligent cloud solution Torin Plan Optimizer

web-baseddata acquisition

Overview
Anticipating needs to keep surgical care on track. Balance complex surgical workflows with greater clarity and control, even when resources are constrained. Torin Plan Optimizer uses AI to predict surgical duration and post-operative needs, aligning OR schedules with surgeon and staff availability, room capacity, and ICU and ward resources.

Key benefits

• Predict procedure duration and post-operative needs using your hospital's own historical data.
• Plan around surgeon, staff, operating room and downstream (ICU/IMC/ward) capacity.
• Optimize OR schedules based on predicted needs and available resources to reduce cancellations, delays and overtime.

When capacity is limited

• Cancellations and delays: last-minute changes cascade quickly and disrupt the surgical day.
• Staff working overtime: reactive planning stretches teams thin and adds hidden operational cost.
• Lack of ICU beds: post-operative destinations are not visible early enough to prevent conflicts.
• OR overbookings: small misalignments in booking or room allocation compound into missed slots.

How it supports the surgical planning cycle

• Predict — AI predicts surgery duration and postoperative needs (ICU, IMC, or ward) using your hospital's own data at case level.
• Pre-book — Recommends surgery dates against real, current capacity across ORs, staff, equipment and downstream resources.
• Optimize — One-click schedule optimization based on your rules for case type, priority, sequences and infection protocols while allowing fixed cases to remain locked.
• Review — Full visibility of resource utilization across departments; conflicts are identified and can be resolved before the plan is finalized.

Cloud / Software as a Service

• Delivered as cloud software, live from day one via a web browser; continuous feature updates with no local servers to maintain.
• Subscription-based pricing model: operating cost rather than capital, scale without re-procurement, bundled subscriptions.
• Highly available and supported: managed updates, proactive monitoring and support, automated backups and SLAs for availability and response.

Security and compliance

• Security integrated across development, threat management, privacy, encryption and ongoing protection.
• Designed to support GDPR/HIPAA considerations and aligned with recognized security standards and controls.

Human-led care
Torin Plan Optimizer provides AI-driven predictions and optimization; human planners, case managers and clinical teams review predictions, adjust parameters and approve the final schedule, keeping clinical decision-making in human control.

References

• Lovasik BP et al. Surgery. 2026;193:110123. doi:10.1016/j.surg.2026.110123

Features / technical specifications

• AI-based prediction of procedure duration and post-operative destination (ICU, IMC, ward) using the hospital's historical data.
• Capacity-aware scheduling that considers surgeon and staff availability, OR and equipment capacity, and downstream bed capacity.
• One-click schedule optimization with rules for priority, sequencing, fixed cases and infection control constraints.
• Pre-book recommendation engine to match requests with available capacity.
• Role-based human review and approval workflow; human-led final decisions.
• Cloud-native SaaS deployment; browser-based access, continuous updates and managed service model.
• Subscription licensing model; scales across multiple sites without re-procurement.
• Proactive monitoring and support with high-availability SLAs.
• Integration-ready with electronic medical records and hospital systems for data ingestion.
• Security-by-design approach with encryption, threat management and privacy-supporting controls.