AI architecture and agent workflows
Design useful agent roles, tool boundaries, shared memory, review layers, authorization paths, and operating controls.
About / professional services
Practical AI and DevOps consulting, grounded in operations.
Dautel Intelligent Operations is an independent professional services practice led by J. Erich Dautel. The work connects AI agent systems, resilient infrastructure, and the operating discipline required to make both useful.
What the practice does.
Technical systems deliver value only when people can understand, operate, review, and improve them. These services connect architecture and delivery decisions to risk, ownership, continuity, and practical use.
DevOps and self-hosted infrastructure
Build understandable environments for Linux, containers, Kubernetes, private networking, deployment, observability, and recovery.
Operational clarity
Turn complex systems into usable runbooks, diagrams, controls, change practices, and decisions that operators can maintain.
How the work is approached.
The practice favors clear boundaries and evidence over inflated claims. Systems should remain understandable after the initial build, and public descriptions should stay aligned with work that can be demonstrated.
Design for safe action
Define ownership, permissions, approval points, privacy limits, and failure behavior before automation becomes operational.
Make systems explainable
Use architecture diagrams, runbooks, source control, and explicit operating standards so the work can be reviewed and maintained.
Show working practice
Ground technical and professional claims in active projects, documented systems, credentials, and public professional history.
J. Erich Dautel
Operations Manager / Owner · 2026–present
Erich combines business operations leadership with hands-on work across AI agent systems, Linux, DevOps, Kubernetes through K3s, container platforms, Git and GitHub delivery workflows, and process improvement.
His professional background also includes utility operations, vendor and safety oversight, budget forecasting, GIS-informed work, storm restoration, and acting operations-lead coverage.
GitHub · @gen-skeptic
Software, infrastructure, automation, documentation, and AI system work.
LinkedIn · J. Erich Dautel
Professional history, operating experience, education, and credentials.
Experience and credentials
Public evidence presented directly on the main portfolio.
Accuracy boundary: this site does not invent or imply client names, contracts, revenue, or engagement outcomes that are not approved for public use.
Build something understandable.
Use the secure contact form to discuss an AI workflow, infrastructure platform, or operational system that needs clearer architecture and controls.