We do this work every day, for organizations that cannot afford to get it wrong.
Federal agencies, R1 research universities, major financial institutions, and Fortune 500 manufacturers already run our AI and data platforms in production. Below, each of your seven use cases is matched to a domain where we have already built and shipped it.
Federal and public sector
We build secure, audited AI and data systems for federal agencies that hold the highest bar for data governance. If our platforms clear that bar, they clear yours.
R1 research universities
This is our fastest-growing practice and the closest fit to Carnegie. With USF, an R1 research institution, we built TIPSTR: it ingests data from dozens of federal, state, and county sources, extracts it with AI, and serves drill-through dashboards and one-click reports. It is the same engine behind your China AI tracker and library research.
Health research
We support health research partners with data pipelines and AI analysis, turning scattered study and program data into structured, queryable knowledge for researchers.
Financial services
Intelligent document processing at production scale: ingest financial documents, extract and analyze the data, generate the memo, and hold a human approval gate. The same pipeline reads your expense spreadsheets for Concur.
Commercial real estate and insurance
We map, enrich, and act on large portfolios of records, adding identities and contact data through connectors and drafting outreach with AI. It is the enrichment and dedupe engine behind your CRM use case.
Retail and consumer brands
Always-on agents that scan public sources, score what matters, and alert the right person, so brands catch signals and issues before they spread. The same pattern powers your quality-control monitor.
Fortune 500 manufacturing
Autonomous multi-agent orchestration across plant and back-office operations: ingest signals, prioritize the work, and execute with people in the loop. It is the orchestration layer behind your event and intranet agents.
Human services
A secure, agentic case-management platform with role-based access and full audit trails, run by human-services organizations to cut administrative load. Proof we operate agents safely at organizational scale.
For a peer reference, we will connect you with the University of South Florida, an R1 research institution, including Dr. Shelly Wagers, who leads a statewide lab, and our partners at Innate Health Research. It is the same kind of research-first partnership we want to build with Carnegie.