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StudyScribe.aiAffordable housing · built & run by QaswaLive SaaS

StudyScribe.ai

The Market Data front end, cited to source

Type a property address; 12 official sources auto-fill while you watch; export a Word document where every figure carries its source, vintage and retrieval date.

18Cited tables, charts and maps per report
12Official sources, auto-filled
100%Of figures cited to source

The problem

The front end of a market study is the same 18 tables, charts and maps every time — unemployment, employment, wages, permits, crime, commuting, amenities — each pulled by hand from a different government source, retyped into Word, and then re-checked the moment an agency publishes a new month. None of it is analysis.

What we built

A multi-tenant SaaS platform we designed, secured, and operate ourselves. Type a property address; 12 official sources auto-fill while you watch; you review each tab, choose the economic-conditions conclusion, and export a Word document where every table is an image and every figure carries its source, vintage and retrieval date.

A real report, not a mockup

Report page: Data Sources and Currency — a table listing each dataset and its source, the data vintage, and the date it was retrieved (October 3, 2026). Report page: Area Services — a map of downtown Chattanooga with quarter-, half- and one-mile rings around the subject site, numbered nearby amenities, and a table of their distances. Report page: monthly unemployment rates from September 2024 to August 2026 for Chattanooga, Hamilton County, the Chattanooga MSA, Tennessee and the nation, with a short summary underneath.

Pages from the sample StudyScribe generated on October 3, 2026 for a downtown Chattanooga address. Download the full sample (.docx) · View the PDF (18 pages)

How it works

  • 12 official sources — BLS, Census Bureau, FBI crime data, Projections Central, NCES, FEMA and transit agencies' GTFS schedules — plus Google Maps Platform for nearby amenities and distances
  • Figures are never generated: if a source hasn't published one, the cell stays blank
  • A QC pass flags missing figures, stale sections and unsupported language before you can export
  • Rerun one section on its own when an agency publishes a new month
  • LIHTC, HOME, HTF, RAD, HUD 202/221(d)(4)/223(f)/811/232 and USDA 515/538/514 projects

Built and run by us

Multi-tenant from day one: SSO, role-based access, per-firm branding and billing. It's where our engineering standards get proven first — on our own uptime and our own users. Accounts are invite-only, and each starts with one free report.

Is your team retyping the same tables every month?

StudyScribe is one answer to that problem for one industry. If your version lives in a different field, tell us about it.

More of our work