AI for legacy systems
NYSGPT is a single-package, full-stack software company that builds domain-specific AI applications for complex, legacy, and regulatory systems — specified, grounded, and shipped to production.
Description
// theory of operation
The most consequential systems run on the worst software. Legislative records, customs rulings, energy filings, licensing registries, nuclear references — the data is public, authoritative, and locked behind portals built two decades ago for nobody in particular.
NYSGPT closes that gap. We don't bolt a chatbot onto the problem. We ingest the primary record, ground every answer in a verifiable source, and rebuild the interface from the data up — so the person who needs the answer gets one, not a 40-page PDF. The same architecture, re-specified for each domain below.
Electrical characteristics
// product family · TA = production · all values typical unless noted
| Sym | Product / parameter | Typ. | Unit | Status |
|---|---|---|---|---|
| U01 | 44B Public AI registry, research library & incident record — the compliance portal for NY's Article 44-B. "SERFF, for AI." |
32k / 2,561 | papers / incidents | LIVE |
| U02 | TariffsGPT Self-serve refund engine for importers who paid IEEPA tariffs the Supreme Court invalidated. |
220,000+ | customs rulings | LIVE |
| U03 | ChildcareGPT NY childcare intelligence — every OCFS facility, county costs, and an AI-assisted subsidy form. |
16,800 | facilities | LIVE |
| U04 | SolarGPT Clean-energy intelligence — solar potential, grid economics & emissions for every U.S. county. |
3,000+ | counties | LIVE |
| U05 | PolicyGPT NY legislative & financial intelligence — bills, budgets, lobbying, with an advocacy layer. |
full NYS | record | SHIPPED |
| U06 | NSRgpt Semantic search & RAG over the Nuclear Science References database. |
88,000+ | records | SHIPPED |
| U07 | InsuranceGPT Auto-insurance quote & lead engine — rates grounded in filed carrier data, Stripe checkout. |
grounded | rates | SHIPPED |
| U08 | SportsGPT HS sports intelligence for Section XI — stats, standings, choropleth maps, AI highlights. |
Section XI | coverage | SHIPPED |
Test conditions
// the three operations behind every unit above
Tame the record
Crawl, dedupe, and structure the authoritative source — even with no bulk export, no API, or a pagination wall — into clean, queryable Postgres.
Make AI accountable
Retrieval over the real corpus, structured output, and a visible chain back to the source. Every answer can be checked.
Rebuild the surface
Search, structure, maps, and AI on one surface — built for the human who needs the answer, shipped to production.
Spec a system we haven't built yet
If your system is too complex for ordinary software, that's the part we design. Book a working session, or file a short brief and we'll return a concrete read.