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AI Agent Engineering
Streaming chat & voice interfaces bounded by truth.
General-purpose chatbots often fall short in professional environments. We build domain-specific AI agents that operate precisely within defined parameters, integrating seamlessly with your business logic.
From sub-500ms voice agents to robust multi-turn chat applications, our solutions never hallucinate pricing features, or policies. They are built on fast async backends, maintaining state across highly concurrent connections.
Key Capabilities
- ✓Sub-500ms streaming voice agents (STT/TTS)
- ✓Multi-agent orchestration and delegation
- ✓Strict guardrails and conversation routing
- ✓Parallel tool calling and API interactions
- ✓Cost predictability & observability
TL;DR / Key Takeaways
- →We replace rigid contact forms with flowing agentic intake.
- →Built on FastAPI for superior Python async latency.
- →Strict fallback mechanisms guard against LLM drift.
How It Works
1
StrategyDefine core capabilities and guardrails.
2
BuildDevelop async routing and strict tool calls.
3
DeployPush to AWS/Vercel with load balancing.
4
OptimizeAdjust latency thresholds and prompts based on user interaction logs.
Use Cases
Interactive Sales QualificationCapture lead details natively via conversation.
Automated Dispatch SupportVoice-led intake for high-volume logistics.
Metrics
52% Call Time ↓3× Qual. Leads
Tech Stack & Tools
FastAPIGroqOpenAI RealtimeWebSocketsSSE