You rarely need to rebuild to add AI. In most cases it bolts onto the software you already run.
You usually don't need a rebuild
Modern AI is delivered as a service your existing app can call. The work is integration and data plumbing, not starting over, so the risk and cost are far lower than a rewrite.
How AI connects to your system
- APIs: your app sends a request to an AI model and uses the response, the same way it calls any other service.
- Your own data (RAG): the model retrieves relevant records or documents from your systems first, so answers are grounded in your business, not generic.
- Automation: AI triggers actions in tools you already use, such as updating a record or flagging a case for review.
Roll it out one feature at a time
Ship a single high-value feature first, an assistant, smart search, or document extraction, keep a person in the loop, then expand once it earns trust. This is safer and cheaper than an all-at-once launch.
The Putti view
We do AI engineering that plugs into the systems you already have, and we're upfront about what AI can and can't do reliably.