ElfTech builds AI systems that own the operational work surrounding software and business — the product management, the deployments, the marketing, the field reporting, the compliance documentation — so you can focus on what matters.
Structured multi-agent deliberation for decisions that matter. Teams of AI agents with distinct expert perspectives argue, challenge, and synthesize through formal debate protocols — producing auditable reasoning records, not black-box answers.
Domain-expert small language models, fine-tuned not just for knowledge but for capability — then deployed on your infrastructure where your data never leaves. Coupled with Quorum for reasoning quality that cloud APIs can't match on your domain.
A YAML-first multi-agent workflow harness — open source and MIT licensed. Define researcher, worker, and judge agents as a DAG. Execute in parallel. Then let the system study its own traces and improve automatically: every run, every time. A maturity of agents that gets smarter as it works.
A stateful coding execution engine — CLI-first, scriptable, and chainable. Give it a natural-language goal and a project path; it runs the AI coding agent, validates with tests, and commits to git. Use it at the terminal, drop it in a script, or chain it from another system.
Every ElfTech product runs on ELF — a purpose-built AI orchestration platform with multi-agent teams, MCP servers, and Kubernetes-native deployment. ELF isn't a product you buy. It's the engine underneath everything we ship.
When we say "AI that owns the work," we mean coordinated teams of AI agents with defined roles, debate frameworks for decision quality, and human oversight at the boundaries. Not a single model with a prompt.
Every organization has work that's essential but unglamorous. The maintenance, the triage, the follow-ups, the campaigns, the field reports, the compliance documentation. The things that keep the lights on but don't make the roadmap.
ElfTech builds AI systems that own this work outright. Not copilots. Not assistants. Autonomous systems with defined boundaries, transparent reasoning, and human oversight where it matters.