Getting AI agents into production has proven harder than most organisations expected. The capability is there. The problem is integration. 46% of teams building with agents cite connecting them to existing systems as their primary challenge, and fewer than one in four have managed to scale beyond a pilot, according to McKinsey data. Plenty of organisations have working demos. Fewer have working deployments.
8x8 is now in early availability with AI Studio, a tool built directly into the 8x8 Platform for CX. It lets any user describe what they want an AI agent to do in plain language. The platform builds, tests and deploys it across voice and digital channels, without requiring a developer or an integration project. The company says agents can go from concept to live in minutes rather than months, and dozens of customers across more than 15 verticals are already running agents in early availability.
How 8x8 AI Studio works for employee productivity, not just contact centres
Any 8x8 user, not just contact centre agents or IT staff, can use AI Studio to configure a personal AI agent. It can handle incoming calls, screen requests and manage after-hours interactions. No IT involvement is needed, and no coding is required.
That is a different offer from most workplace AI tools, which give employees a fixed assistant and reserve any meaningful configuration for developers. Putting that in the hands of individual users, through plain language rather than a workflow builder, removes a practical bottleneck that has held back automation adoption in many organisations.
The appetite for this kind of internal tool is well documented. Among large enterprises, internal productivity is the top AI agent use case at 26.8%, ahead of customer service at 24.7%. The organisations getting the most out of agentic AI right now are largely using it to reduce coordination overhead and triage work, not to replace human conversations.
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Why building AI agents natively inside your existing platform reduces deployment risk
AI Studio sits inside the 8x8 platform rather than connecting to it. Voice, telephony, digital routing and interaction history are pre-integrated because they already live on the same system. There is no new vendor to onboard, no separate contract, and no infrastructure to configure before the first agent goes live.
For many organisations, that distinction is the difference between a deployment that happens and one that stalls. A KPMG AI Pulse Survey found that 65% of enterprise leaders named agentic system complexity as their top deployment barrier across two consecutive quarters. The same research found that 72% of organisations plan to deploy agents through providers they already work with, rather than introduce a specialist AI vendor.
Hunter Middleton, Chief Product Officer at 8x8, says the native architecture also solves a voice-specific problem.




