When a vendor’s engineers build your agent on site, the know-how often leaves with them and you depend on them more over time. This white paper covers who gains from forward-deployed engineering, who pays for it, and how self-learning agents keep improving under your own team’s approval.
What’s inside
- What you inherit when engineers fill product gaps: knowledge that walks out with each rotation, dependency that grows, systems that break more easily, cost that rises with headcount, and changes you can’t trace.
- What Gartner predicts for agentic AI built by vendor engineers
- How a self-learning agent improves from real production conversations, with a business analyst on your team approving every change before it goes live, and what that review work asks of your staff.
- Eight questions to ask any vendor before you sign, Omilia included, from “Where does the knowledge live?” to “What is the exit plan, and is it in the contract?”
“By 2028, 70% of enterprises will abandon agentic AI built by vendor forward-deployed engineering (FDE), trapped by soaring costs and unable to evolve it on their own.”
Gartner press release, Gartner Predicts 70% of Enterprises Will Abandon Agentic AI Built by Vendor
Forward-Deployed Engineering by 2028, September 29, 2026


