Systems / AI Engineering

Built to be checked.

Every system runs on one rule: the AI extracts, deterministic code verifies every number.

Healthcare operations

Governed intake agent

An AI patient-intake assistant that produces structured, schema-validated records, with a durable intake store and a full audit trail. Paperwork is e-signed. Staff work from a scheduling board behind single sign-on.

Status	In production since 2026-05-31
Model platform	AWS Bedrock
Extraction	One forced, structured tool call · schema-validated · audit-trailed
On failure	Routed to manual review, never guessed
Access	Single sign-on
Patient path	No third-party tracking

Connectors

Executive MCP connector

An OAuth-protected MCP server that puts live data in front of a non-technical executive, every day, from two different AI vendors.

Protocol	Model Context Protocol · OAuth
AI clients	Claude · Grok
Usage	Daily, by the executive directly
Test suite	91 automated tests, passing

Data platforms

Public-records engine

Building-permit data from 20 live jurisdictions across the United States and Canada, pulled through four open-data API families, city CSV files and a permit-portal scraper, then unified. Every record carries its provenance and a source citation.

Jurisdictions	20 live · 18 US · 2 Canada
Source APIs	Socrata · ArcGIS · CKAN · Carto
Other sources	City CSV files · permit-portal scraper
Lineage	Provenance and citation on every record

Human-in-the-loop numerics

Survey verification assistant

Reads land deeds with OCR, checks that each traverse closes, and drafts legal descriptions and CAD overlays. When a number looks wrong, it flags it for a licensed surveyor. It never silently corrects it.

Inputs	Deeds via OCR
Checks	Traverse closure
Outputs	Legal descriptions · CAD overlays
Authority	Licensed surveyor decides
Test suite	352 automated tests

Have a workflow worth getting right?

Contact EBK Public sector work