Tag: Context Persistence in LLM Systems

The Demo That Worked – Until Real Users Showed Up  Last quarter, we built an AI-powered sales copilot for a healthcare client, integrating it with their CRM, data warehouse, and email via MCP tool calls. Initially, in our demo environment, it worked flawlessly-we surfaced revenue data instantly, filtered contacts accurately, and drafted follow-up emails in…