Legacy Modernization
Wrap legacy systems with AI-readable layers without rewriting them.
What we do
We wrap aging software with AI-readable layers without rewriting it. The legacy system keeps running. The wrapper exposes its data through a modern API and an MCP server, so AI clients can query the legacy system in plain English. Same pattern AiGNITE used to build Beacon GoM on top of BSEE public data.
What we ship
- API or MCP wrapper exposing legacy data to AI clients
- Schema documentation generated from the legacy database or interfaces
- Read-only or read-write integration with audit logging
- Migration playbook for future incremental rewrites of legacy components
What an engagement looks like
Six to ten weeks. You provide access to the legacy system and a sign-off authority on data exposure. AiGNITE delivers the wrapper, the docs, and a working AI client demo on top. The team gets a thirty-day stabilization window and one quarterly check-in afterward.
What we will not do
- Full rewrites of the legacy system from scratch
- Migrations of regulated data without a compliance officer on the call
- Systems where the original developer team is unreachable for clarifying questions
Ready to start?
Book a 20-minute call. We map the work, name the deliverable, and quote a fixed price.
Talk to Nuwan