01

Clinic AI Receptionist

• Go
• Twilio Media Streams
• On-device STT/TTS
• LLM brain

Answers your clinic's calls end to end — greets, understands the caller, books, routes and escalates. Runs on a private voice stack, so it can live on your own hardware.

• Cascaded pipeline: streaming telephony in, speech recognition, a language model holding the conversation, speech synthesis back down the line.
• Speech runs on-device rather than through a third-party API — which is what makes a genuinely private deployment possible in the first place.
• Books, routes and escalates on its own; everything touching caller data stays inside your perimeter.

02

Lead Intelligence

• FastAPI
• AgentScope
• SSE streaming
• Web discovery

Finds companies that match your ICP, enriches them from the open web, scores fit, and drafts the first outreach — with a research trail you can actually audit.

• Discovery finds candidate companies on the open web; enrichment and scoring run as a pipeline of agents, not one long prompt.
• Results stream to the browser as they land, so a research run is watchable instead of a spinner.
• Every claim keeps its source, so a rep can check the reasoning before anything gets sent.

03

Voice AI with Domain Knowledge

• Qwen3 ASR
• Qwen 1.7B
• Local embeddings
• Qwen TTS

A voice agent that answers from your documents and nothing else. It says “I don't know” instead of guessing, and it runs fully on-device — no data leaves your network.

• Two inputs, one gate: the agent answers only from the knowledge it was given.
• Every model in the stack is local — recognition, reasoning, embeddings and speech — so it runs with no external API calls at all.
• It says “I don't know” instead of inventing an answer, which is the behaviour that makes a voice agent safe to put in front of customers.

04

Private AI Setup for Companies

• On-prem or private cloud
• Self-hosted models
• Auth & isolation

We stand up agent infrastructure inside your perimeter: models, data, retrieval and access controls stay on your side of the wall, and you own the hardware and the bill.

• We size the hardware to the workload, then deploy the models, retrieval layer and access controls inside your network.
• You own the machines, the weights and the data. Nothing is metered by us.
• Comes with a written cost comparison against running the same workload through a hosted API.