Case Studies

Agentic systems we've designed and built in the real world. Some details are anonymized at our clients' request.

Smart Home · IoT

A category-leading agentic home assistant

A regional smart-home & IoT manufacturer

We served as AI lead and built the agent-orchestration layer behind a natural-language home assistant, engineered to go head-to-head with the giants.

The challenge

Our client didn't want to be another follower in the home-assistant category. They wanted to lead it, competing directly with entrenched giants like Apple and Google. Off-the-shelf voice assistants couldn't deliver the natural, multi-domain experience that would set them apart.

What we did

Exponvance came in as the AI lead and built the agent-orchestration layer at the core of the assistant: the brain that turns a single natural request into coordinated action. One ask like "what's the weather, and turn on the living-room lights" is understood, routed across domains, and answered naturally.

Multi-agent orchestration that reads intent and sequences the right actions across domains

Real-time answers (weather, traffic, and everyday questions) in natural conversation

Home-device control woven into the same conversational flow

Tuned for the responsiveness and accuracy needed to compete at the top of the category

The outcome

The assistant delivered competitive performance against offerings from the likes of Apple and Google, positioning our client to lead in its chosen home-assistant category, not follow it.

Our role

AI Lead · Agent-Orchestration Layer

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Case Studies | Exponvance