AI helps most where the work repeats itself: writing and testing code, reading documents, and moving cases through a process. Swingtech uses AI to speed up software delivery while keeping normal code review, testing, and security checks in place. We also build AI helpers that look information up and handle routine steps for staff, with a person approving anything that matters. We work in these areas:
Faster software delivery, with AI drafting code, tests, and documentation that our engineers review
AI helpers that look things up and complete routine steps, with a person approving the important ones
Agents built on established open frameworks such as LangChain, LangGraph, and CrewAI, so you are not locked into a single vendor
Agents connected to your systems through Model Context Protocol (MCP), the shared standard for giving AI tools controlled access to data, so every new assistant reuses the same connections instead of a one off integration
Help with older systems, using AI to explain how legacy .NET, Oracle, and mainframe code works before it is updated or replaced
Reading and sorting documents automatically, including pulling out key facts and summarizing case files
Replacing fragile scripts and bots with automation that keeps working when forms and screens change
Secure AI assistants for staff that show each person only the information they are allowed to see
Testing before launch: we measure accuracy, try to break the system, and keep a way to switch back
