We make your old, clunky software talk to modern AI so you don't have to migrate your entire business. APIs, scrapers, and middleware that bridge what you have to what you need.
It still runs your business. It holds your data. Your team knows it. Migrating means months of pain, retraining, and a long tail of edge cases nobody documented.
We don't ask you to migrate. We wrap a modern layer around what you have. Your old system keeps doing what it does. The new layer feeds AI, exposes APIs, and makes everything talk.
JD Edwards, NetSuite (the old kind), SAP, Sage. We read, write, and surface what's locked inside.
SQL Server, Oracle, DB2, even FoxPro. Mirrored to a modern store, queryable by AI.
The Excel that runs the company. Pulled into a real database without breaking what people use.
Trade-specific tools with no API. Playwright drives the UI. Data flows in and out.
PDFs in inboxes, attachments parsed, structured data extracted, fed downstream.
Scanned forms, OCR'd, validated, normalized. The last mile of paper-to-digital.
Direct database connection where possible. Scrapers and OCR where it isn't. Whatever it takes to mirror the source of truth into a modern store.
REST or GraphQL on top of the mirror. Authentication, rate limits, audit log. Now your data is callable by anything modern.
When AI or new tools need to write, we route through validation, conflict checks, and transaction safety. Your old system stays trustworthy.
Schema drift alerts. Sync health dashboards. Optional monthly support. Eventual migration path if you ever want it, but never required.
Inventory ran on a 1998 FoxPro database. We mirrored it to Postgres nightly, exposed REST, and pointed an AI agent at it for natural-language queries.
Referrals came in as faxes. We OCR'd, parsed with an LLM, validated against the EHR schema, pushed structured records. Saved 4 FTE.
No API, no docs. Playwright automation read every project, mirrored to Postgres, exposed an API, and let modern dashboards live alongside the old UI.
Discovery, mirror, expose, write-path, monitoring. Your old stack keeps running. The new layer makes it modern.
Custom scoped to system
Migration is the worst-case option. Bridging is almost always the better one.
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