Machine Learning in a Box
AI that ships in weeks, not years.
No-code analytics and agentic workflows for healthcare, banking, insurance, retail, and manufacturing.

5+
Industries served
10+
Enterprise deployments
Weeks
Time to first value
HIPAA
Compliant and secure
Pick the domain. Keep the same engine.
Five industries. Named products for payers, providers, and retail suppliers. One no-code platform underneath.

Healthcare
Patient risk, ADT analytics, and care coordination for hospitals and health systems.
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Insurance and payers
HEDIS, HCC, care gaps, and member analytics for health plans and MCOs.
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Banking and financial services
Agentic recon, document extraction, and exception routing for capital markets operations.
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Retail
Supplier intelligence, demand, and inventory decisions. The SupplierOS product lives here.
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Manufacturing
Predictive maintenance and production analytics across plants and equipment types.
View solutionHow a deployment actually runs
01
Connect data
EHR, claims, ADT, trade systems, IoT, and documents. No rip and replace.
02
Deploy models and agents
Use pre-built models or stand up an agent workflow on the same no-code platform.
03
Operate with people in the loop
Exceptions, approvals, and audit trails stay with the operators who own the outcome.
The platform
Full platformGenerative AI and LLMs
Azure OpenAI pipelines for summarization, extraction, and Q&A across structured and unstructured data.
Agentic AI
Multi-agent systems that investigate, reconcile, and route decisions with human-in-the-loop controls.
Clinical intelligence
Fall risk, 30-day readmission, notes summarization, and care-coordination chat on healthcare-tuned models.
Document intelligence
Extract, classify, and verify complex documents against systems of record.
Email and workflow automation
Consolidate inboxes, draft responses, and route work through the same engine.
Predictive analytics
Forecast outcomes, surface risk, and trigger action on operational data.
Work already in production
Banking
Agentic AI for derivatives recon
Six-agent architecture for a global investment bank covering ISDA/CSA extraction, margin calls, confirmations, recon, and reporting.
End-to-end break investigation automated
Healthcare
Population health analytics
ADT analytics and care-coordination dashboards for health systems, aimed at high-risk cohorts and avoidable readmissions.
Faster response; fewer avoidable readmissions
Healthcare
Digital health record summaries
Partnered with Paramed, a large health-records aggregator, on an LLM/RAG pipeline that summarizes structured and unstructured documents.
Hours of review reduced to seconds
Named products

SquareML Payers
HEDIS, HCC, MSSP, and member population health for health insurers and managed care.
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SquareML Providers
Risk stratification, ADT, care coordination, and HIPAA-compliant predictive modeling for health systems.
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SupplierOS
Retail supplier intelligence, demand, inventory, and execution decisions on the SquareML engine.
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MediCare+
In-clinic and online visits, Health ID, follow-up, and campaigns that become appointments.
VisitHIPAA-ready. No rip and replace.
Role-based access, audit trails, and named connectors including Aladdin, Calypso, Investran, Dynamics 365, Azure OpenAI, UiPath, EHR, claims, and HIE. Offices in Jersey City and London.
Ready to put AI to work?
Book a discovery call. We will map the highest-value workflow and a path to production in weeks.