Healthcare Providers
Financial ops, unified across every facility.
Multi-facility operators run financial and clinical ops across disconnected systems, manual reconciliations, and spreadsheet-driven close. We've unified 42 facilities onto one governed platform.
Vendors, invoices, and close workflows unified across every facility, with AI recommendations that are auditable end to end. We've done it across 42 facilities.
FinOps across 42 facilities
We built the platform that unified vendors, invoices, and close workflows for a hospital and nursing-home network. 95% faster month-end close, 10x faster invoice processing.
Document intelligence for billing paperwork
Handwritten forms, legacy scans, and messy tables become structured, auditable data.
PHI scrubbing so AI can help safely
Round-trip PII/PHI removal before AI touches the data, rehydrated on output.
Facilities, Patients, Vendors, Invoices. Modeled as one.
We name the real objects your business operates on, how they connect, and what a person or an agent can actually do to them. That model is the map every decision ties back to.
Data & Platform Engineering
End-to-end builds in your cloud. Data pipelines, standardized transforms, governed datasets, and the ops UI that teams actually run.
Ontology Design & Modeling
We design the object model, the parts, orders, patients, and signatures, that becomes the operational graph your teams work from.
AI & Agent Workflows
AI grounded in your ontology. Agents governed by your business rules, with human-in-the-loop where it matters.
Finance Ops Agents
Reconciliation, invoice validation, close workflows. Agents that do the month-end grind, with every recommendation auditable end to end.
Capabilities
- Invoice validation
- Reconciliation across entities
- Close workflow automation
- Exception routing
Document Ops Agents
Handwriting, signatures, messy tables, legacy scans. Agents that structure the documents nobody wants to type, with confidence scores and review queues built in.
Capabilities
- Handwritten extraction
- Signature verification
- Table structuring
- PII scrubbing & rehydration
Compliance & Audit Agents
Integrity checks, evidence packets, audit trails built to withstand legal challenge. Agents for the workflows where every step has to be defensible.
Capabilities
- Anomaly & integrity checks
- Audit trail assembly
- Policy enforcement
- Evidence packets
Shipped, running, and measured.
AI-Powered Financial Operations
Hospital Network FinOps
A FinOps platform for hospital networks and nursing homes: vendors, invoices, and close workflows unified across every entity, with AI-driven reconciliation that's auditable end to end.
42
Facilities
95%
Faster Month-End Close
1,600+
Hours Saved
10x
Faster Invoice Processing
Life Sciences Data Platform
Clinical Trial Analytics
Ontology-backed analytics platform unifying clinical trial data across sites, enabling real-time enrollment tracking, adverse event monitoring, and protocol compliance at scale.
12
Trial Sites
45K+
Patient Records
60%
Faster Reporting
3x
Query Resolution