Architect, Scale & Deploy Frontier AI Systems
We partner with engineering executives, technical founders, and enterprise teams to solve high-complexity AI challenges: from zero-latency voice agents to custom DiT generative pipelines and autonomous multi-agent swarms.
Where We Deliver Outsized ROI
Bridging theoretical breakthroughs to reliable, latency-bounded production software.
Autonomous Agent Architecture
Designing resilient multi-agent swarms using Model Context Protocol (MCP), structured state graphs (LangGraph), episodic memory, and safe sandboxed execution.
- Custom MCP Tool & Server Integration
- Hierarchical Supervisor Architectures
- Self-Healing Code Execution Loops
Sub-200ms Voice AI Systems
End-to-end full-duplex conversational voice bots with real-time barge-in, emotion detection, custom voice cloning, and telephony (SIP/WebRTC) integration.
- Streaming Whisper & Neural Codec TTS
- Sub-200ms Roundtrip Voice Optimization
- Voice Cloning & Emotion Intelligence
Spatial CV & Generative Media
High-throughput edge object detection (YOLOv11, RT-DETR), foundation video segmentation (SAM2), and fine-tuned Diffusion Transformer (DiT) video generation.
- NVIDIA TensorRT Edge Acceleration
- Zero-Shot SAM2 Video Tracking
- Custom LoRA / DiT Video Pipelines
Our 4-Step Technical Engagement Model
Deep Technical Discovery & Audit
We analyze your current stack, latency budgets, hardware constraints, data assets, and ROI targets to produce a concrete architecture blueprint.
Rapid Proof of Concept (PoC)
Within 2-3 weeks, we build an end-to-end working prototype validating model accuracy, latency limits, and protocol compatibility.
Production Hardening & Optimization
Model quantization (FP8/INT8), TensorRT acceleration, asynchronous queue workers, monitoring with OpenTelemetry, and guardrail enforcement.
Knowledge Transfer & Internal Upskilling
We conduct dedicated code walkthroughs and private cohort training for your internal engineering team so you own and maintain the stack with zero vendor lock-in.