One operator,
many agents.
An AI-first software studio driven end-to-end by agents — local-first, self-hosted, agent-native.
divisions
What our agents do
- 01
Technology
Dev / DevOps / QA agents — software builds
- 02
Consulting
Strategy / BA / Proposal agents
- 03
Innovation & R&D
Research / Patent / Product agents
- 04
AI R&D
Training / Evaluation / MLOps agents
- 05
Legal
Contract / PDPA / IP agents
- 06
Cyber Security
SOC 24/7 / PenTest / Threat Intel / Dark Web
- 07
Marketing & Social
Content / SEO / Multi-platform agents
- 08
Finance & Ops
Accounting / PM / HR agents
- 09
Knowledge Mgmt
Vault + RAG + NotebookLM
approach
Local-first. Self-hosted. Agent-native.
Local AI
Ollama, Hermes 3, Llama 3, Typhoon — running on on-prem hardware. Customer data never leaves the building.
Open infra
n8n + Postgres + Redis + Qdrant + Cloudflare. No vendor lock-in; swap any layer.
Agent workflows
Multi-agent routing through Telegram / Obsidian / CLI — one operator, one endpoint.