The same work repeats
Someone is copying, routing, summarising, chasing, or reconciling the same information often enough that the pattern is obvious.
AI automation that survives.The week after it launches.
Most automation demos work once. We build n8n workflows, agents, and self-hosted AI on infrastructure you own, with the error handling, permission scoping, and monitoring that keep them working when something upstream changes.
HOW WE BUILD
- 01
Infrastructure you own
Self-hosted where it matters, so your data and your automations are not held inside somebody else’s pricing model.
- 02
Bounded by default
Every agent starts read-only with an explicit allowlist. Capability is widened only where it has earned trust.
- 03
Built to fail safely
Error paths, idempotent retries, spend limits, and alerting are part of the build, not a later addition.
- 04
Handed over, not held hostage
Documentation and access are yours. Ongoing management is an option, never a dependency.
THE STACK
The pieces, and how they fit.
Each of these has a full guide covering setup, hosting, and the failures worth designing against. Read them, build it yourself, or have it built.
- 01
OpenClaw
OpenClaw gateway setup, channel access, credential scoping, and ongoing operation on infrastructure you own.
- 02
Hermes Agent
Hermes Agent setup, hosting, memory and skill review, and ongoing operation on infrastructure you own.
- 03
Claude Code
Claude Code setup, workflow design, custom agents, and MCP integration.
- 04
n8n Automation
n8n workflow design, self-hosting, error handling, and ongoing management.
- 05
VPS Deployment
VPS provisioning, hardening, Docker deployment, backups, and monitoring.
- 06
Self-Hosted LLMs
Local and self-hosted LLM deployment, sizing, and integration.
- 07
AI Chat Widgets
AI chat widget design, grounding, escalation, and lead capture for websites.
When this is worth doing.
Automation is not automatically an improvement. These are the conditions that make it pay for itself.
The process is already stable
Automating an unstable process makes the instability faster. The manual version should work before it is worth encoding.
Delay has a real cost
Response time, missed handoffs, or administrative queues are affecting customers, revenue, or the team’s capacity to do the actual work.
Tell us what you are trying to automate.
Bring the process, the tools, and what has already failed. You will get a straight answer about the smallest useful next move, including when the honest answer is that automation is not the problem.
Request a systems review