What Changed and Why It Matters Voice AI is moving from lab demos to production agents. The next leaders won’t ship point features; they’ll deliver end-to-end outcomes. That’s pushing the…
What Changed and Why It Matters LLMs dazzled with demos. Enterprises now want decisions they can defend. The signal is clear. Despite cost and accuracy gains in open models, most…
What Changed and Why It Matters Grounding has moved from optional to mandatory. Enterprises now accept that agents without access to trusted data and tools hallucinate, stall, or misfire. Industry…