Field notes · August 8, 2026 · 1 min read
Stop replacing systems, start bridging them
The Rip-and-Replace Myth
Enterprises spend millions trying to replace legacy systems, often failing after years of effort. The reality is that legacy systems work fine as databases—they just lack modern workflow capabilities.
The Bridge
Using AI, we can build intelligent extraction and routing layers that sit on top of your legacy systems. We read from the old system, use LLMs to process the unstructured data, and write the result exactly where it needs to go. No data migration required. No retraining your entire staff.