One Platform. Every Stakeholder.
Continuous Intelligence.
Enterprise-scale AI built on real-world surgical data. From video capture through documentation, quality, and procedural intelligence. One platform. Multiple stakeholders. Continuous learning.
How It Works
Capture
Ambient video capture from existing laparoscopic and robotic camera infrastructure. No new hardware required. No surgeon workflow change. Automatic capture, automatic de-identification, automatic upload. Agnostic to visualization system manufacturer.
Understand
Proprietary vision-language model trained on 600,000+ curated procedures. The AI identifies steps, events, instruments, anatomical landmarks, safety milestones, best practices, complexity, and anomalies - not isolated frame recognition, but contextual understanding of the narrative arc of a surgical case. In the first peer-reviewed head-to-head study, this model produced operative reports more accurate (87.3%) than surgeon-written documentation (72.8%, p = 0.001). ¹
Structure
Raw video is structured into a contextual surgical record: a comprehensive representation of the procedure linked to patient context via EHR integration (HL7/FHIR). Pre-operative, intra-operative, and post-operative data unified. For the first time in surgery.
Deliver
Structured intelligence flows into downstream applications: Surgery-to-Text® operative reports, quality dashboards, safety analytics, billing optimization, intelligent training libraries, and research datasets. Every stakeholder gets the data they need. One platform. One source of truth.
Built Across the Surgical Enterprise
Theator's AI model is trained on 600,000+ curated procedures spanning 9 surgical specialties and 180+ procedure types — and growing.
General Surgery
Colorectal
Bariatric
Urology
Gynecology
Thoracic
Ophthalmology
ENT
Additional specialties in active development
180+ procedure types supported today — from robotic prostatectomy and sleeve gastrectomy to laparoscopic cholecystectomy and beyond.
Platform Capabilities
| Capability | What It Does | Who It Serves |
|---|---|---|
| Surgery-to-Text® | AI-generated operative reports and billing documentation from video. >95% accuracy. <30 seconds³. | Surgeons, Revenue Cycle, CDI, Compliance |
| Quality Analytics | Surgeon-level through system-level quality dashboards. Variability tracking. Benchmarking. Outcome correlation. | Surgeon, Quality Officers, CMOs, Dept Leaders |
| Safety Intelligence | Safety milestone evaluation. Near-miss detection. Sentinel event analysis. Complication pattern recognition. Published in Annals of Surgery: CVS adoption 33% → 76%, OR time reduced by 10 min⁶. | Patient Safety, Risk Management, Surgeons |
| Billing Integrity | Accurate CPT/ICD capture from video ground truth. Denial prevention. Uncoded procedure identification. | CFO, Revenue Cycle, Coding Teams |
| Operational Intelligence | Procedure time analysis. Complexity scoring. Step duration tracking. | OR Leadership, Hospital Operations |
| Education & Training | Searchable, AI-annotated case library. Technique comparison. Resident assessment. Indexed by step, event, complexity. | Program Directors, Residents, Fellows |
| Research Engine | Structured surgical datasets for IRB-approved research. Multi-site cohort analysis. Outcomes research at scale. | Academic Leaders, Research Teams, Industry Partners |
| Enterprise Deployment | Multi-site rollout. Cross-system standardization. Epic + Oracle Health embedded. Software-centric, weeks to deploy. | CIOs, IT Leadership, Operations |
Toward a Surgery-Specific Vision-Language Model
Theator's structured surgical dataset — currently over 600,000 curated procedures across 9 specialties and 180+ procedure types — represents the foundation for a surgery-specific vision language model. As the platform captures more procedures and integrates deeper with clinical workflows, the intelligence layer becomes richer and more capable.
Every step is built incrementally on top of deployed, structured surgical intelligence that is already delivering measurable value. The trajectory from current capabilities to broader procedural intelligence is natural.
Request a Demo to See the Platform in Action.
1Khanna A, Wolf T, Frank I, et al. Enhancing accuracy of operative reports with automated artificial intelligence analysis of surgical video. J Am Coll Surg. 2025;240(5):739-746.
3Khandekar A, Porto JG, Daher JC, et al. Accuracy of warm ischemia time measurement using a surgical intelligence software in partial nephrectomies: A validation study. BJUI Compass. 2024;5(12):1263-1268.
6Fried GM, Ortenzi M, Dayan D, et al. Surgical intelligence can lead to higher adoption of best practices in minimally invasive surgery. Ann Surg. 2024;280(3):525-534.