Production AI and software for institutions that need certainty

Problem

Policy and procedural guidance lived across shared drives and legacy portals. Staff spent hours locating authoritative answers, and informal sharing created version risk. Leadership needed a secure assistant that cited sources and respected role-based access.

Solution

A private generative assistant integrated with the agency identity provider, document repositories, and an admin console for corpus updates. Responses include source references; sensitive collections remain scoped by existing permissions.

Technology

Azure OpenAI · Azure Cognitive Search · Next.js · PostgreSQL

Business impact

Median internal query resolution time reduced by approximately 60% in pilot directorates

Problem

Bed availability, transfer requests, and staffing snapshots were coordinated through phone calls and spreadsheets. Delays and inconsistent data made capacity decisions difficult, especially during peak demand.

Solution

A web-based operations platform with real-time capacity views, transfer request workflows, audit logging, and dashboards for daily stand-ups. Integrations pull census signals from existing clinical systems without replacing the EHR.

Technology

TypeScript · React · Node.js · PostgreSQL

Business impact

Average transfer coordination time reduced by roughly 35%

Problem

Critical line equipment produced limited local alarms but little historical telemetry. Maintenance was reactive, and leadership lacked a consistent view of downtime drivers across plants.

Solution

An IoT telemetry pipeline with edge buffering, cloud ingestion, historian-style storage, plant dashboards, and a mobile view for on-call technicians. Alerts route into the existing maintenance ticketing process.

Technology

AWS IoT Core · MQTT · TimescaleDB · Python

Business impact

Unplanned downtime on instrumented lines reduced by an estimated 18% over two quarters