What we do
Eight services, two deep practices: safe agentic AI for any domain, and senior embedded engineering for demanding industries.
Agentic AI, deployed safely
We design, prototype, and productionize LLM agents and multi-agent systems. Every deployment ships with guardrails, evaluation harnesses, and human oversight — intelligence you can trust in production, not demos that fall over on edge cases.
Use-case discovery, agent architecture, evaluation, safe rollout.
RAG & local inference pipelines
Retrieval-augmented generation grounded in your own documents and data — with local inference via Ollama or vLLM so sensitive information never leaves your walls. Private AI, full control, auditable answers.
Document ingestion, embeddings, vector search, on-prem deployment.
Multi-agent orchestration
LangGraph-based agent teams that debate, critique, and converge: analysts, researchers, traders, risk managers. Structured deliberation with clear decision trails — not chat roulette.
Agent roles, debate protocols, consensus and escalation logic.
Tool recommendation & MCP integration
Matching the right tools to the right agents: function calling, Model Context Protocol servers, and custom tool design that connects agents to your systems — safely and observably.
Tool design, MCP servers, API integration, access control.
Embedded Linux & Yocto
Board bring-up, kernel configuration, driver development, real-time patches (PREEMPT_RT), and Yocto-based distributions. 20+ years of senior engineering for demanding industries.
BSPs, device trees, drivers, real-time tuning, OTA updates.
Containers & Kubernetes
Docker and Kubernetes for AI workloads and edge deployments: reproducible builds, observable pipelines, sane operations — from a single device to a cluster.
Containerization, orchestration, CI/CD, monitoring.
IEC 61850 & energy systems
Substation automation protocols, intelligent electronic devices, and realtime testbeds for the energy sector — including rapid proof-of-concept and benchmarking platforms.
Protocol stacks, testbeds, interoperability testing.
Data & Power Platform
Power BI dashboards, Power Apps, and Power Automate workflows — including AI-assisted reporting and review flows that turn raw data into decisions.
Dashboards, business apps, approval and review automation.
Not sure where you fit?
Describe your problem — we’ll tell you honestly if we’re the right team.
Talk to us