Schematics
for legacy systems
NYSGPT drafts domain-specific AI applications for the complex, legacy, and regulatory systems ordinary software won't touch — then ships them to production.
The brief
// why these systems stay broken
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 drafted 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 re-draft the interface from the data up — so the person who needs the answer gets one, not a 40-page PDF.
Index — spec sheet
// eight domain-specific AI products · one architecture · drafted & shipped by NYSGPT
Architecture — schematic
// every product wired to the same ingest → ground → ship bus
Domains — exploded plate
// the same architecture, applied part-by-part across eight domains
Method — assembly
// the same three operations behind every product above
Tame the record
We crawl, dedupe, and structure the authoritative source — even with no bulk export, no API, or a pagination wall — into clean, queryable Postgres. The hard part nobody else does.
Make AI accountable
Retrieval over the real corpus, structured output, and a visible chain back to the source. The model reasons over primary data — and every answer can be checked.
Re-draft the interface
Search, structured exploration, maps, and AI on one surface — drafted for the human who needs the answer, and pushed to production with real users.
Have a system too complex for ordinary software?
That's the brief we draft for. Book a working session and we'll pressure-test what an AI-first rebuild looks like for your data — or file a short brief and we'll come back with a concrete read.