Industry-specific AI, without the migration project

AI built for your industry. Connected to the data you already have.

Matyns plugs into your existing files — Dropbox, Google Drive, or wherever they live — and runs AI workflows built specifically for how your industry operates. No migration. No cleanup required first.

"Give me a folder. Don't clean it up. Whatever you have — PDFs, scanned docs, Word files. Give me 48 hours."

We'll come back with it organized and an AI that already knows your history — before you sign anything.

How it works

Three steps. No IT department, no migration project, no cleanup first.

1

Connect your existing files

Dropbox, Google Drive, or wherever your documents already sit. We read what's there — PDFs, scanned paper, Word docs, spreadsheets — without asking you to reorganize first.

2

We ground the AI in your history

Your contracts, client files, project records, and past work become context the AI actually understands — your real data, not a generic template or a demo dataset.

3

Industry-specific workflows run on your data

Ask questions, draft documents, track what matters — workflows built around how your specific industry operates, from day one.

What we build

Each module is a complete AI workflow for a specific industry, grounded in the data you already have.

Live now

Private lending

For private lenders and revolving capital funds — from origination through payoff, grounded in your loan history and borrower files.

  • Draft full loan packages from a conversation
  • Query your portfolio: balances, payments, amortization
  • Generate Notes, Guaranties, and Exhibits automatically
  • Ingest and search your existing loan documents
Coming next

Construction

For small construction companies buried in paperwork — subcontractor agreements, bids, lien waivers, change orders, and compliance docs, all in one place.

  • Track outstanding lien waivers by project
  • Pull a project's full document history instantly
  • Draft subcontractor agreements from your past ones
  • Surface compliance gaps before they become problems

Built for owner-operated businesses

Not a vertical — a profile. If this sounds like you, Matyns was built for you.

1–20 employees, owner-operated
Document-heavy: contracts, compliance, client files
No dedicated IT staff
Data scattered across Dropbox, Drive, email, filing cabinets
Running on spreadsheets and tribal knowledge
Great at the work. Buried in the paperwork.

Your data, handled carefully

Sensitive identifiers — like Social Security numbers — are automatically masked wherever they appear in your documents, both in the extracted fields and the raw text.

That protection runs in two layers: the extraction step is instructed to never return a full identifier, and a second, independent check catches and masks anything that slips through — regardless of whether a document is clean or a mess.

Why this matters

Real-world business files are messy and mixed together. Matyns is built assuming that — not assuming you've already cleaned house. Safety comes from the system, not from you sorting your files first.

See what it looks like with your data

Connect your files. We'll ground the AI in your history and show you what your industry-specific workflow looks like — before you commit to anything.