Company context in ChatGPT
March 2026
We integrated with ChatGPT because many of our customers already use it every day. The product is strong for fast, generic information retrieval and light document search.
Where it often stops short is turning those chats into dependable automation. The recurring issue is context. Off-the-shelf models rarely carry your sector language, internal policies, data definitions, or what a correct answer looks like inside your organization.
Without that grounding, outputs stay plausible but fragile. They are fine for a one-off summary, less so for work that must repeat cleanly across deals, portfolios, or reporting cycles.
xlagent closes that gap by feeding those interactions with precise company context and by connecting prompts to structured, validated workflows where it matters.
You keep the interface people already know. You gain answers and actions that respect how your firm actually operates.
That is why meeting customers in the tools they already use is central to how we ship integrations.