AI Automation Services
Custom agent, workflow & MCP automation — built and monitored by an engineer who runs agent fleets in production.
The problem
Most teams have repetitive work that is "almost automatable" — but the last 20% (auth, edge cases, monitoring, cost control) is where DIY agents quietly fail in production. Demos pass; the 3am run does not.
The solution
Glue your tools together — scheduled jobs, data pipelines, internal ops bots that actually run unattended.
A task-scoped agent (retrieval, tool-use, multi-step) wired to your stack, with eval harness and guardrails.
Expose your systems to coding/ops agents over the Model Context Protocol — typed tools, auth, rate limits.
Review of an existing agent/automation: failure modes, cost leaks, observability gaps, a prioritized fix list.
Indicative pricing: setup $1.5–5K · retainer $300–800/mo for ongoing monitoring & iteration. Scoped per project.
Why us
The same engineer runs a multi-agent automation fleet in production every day — with observability, file-lock coordination and cross-session handoff. We also publish the neutral Agent Observability Index, so the tooling choices behind your automation are made by someone who evaluates these tools for a living.
Get in touch
Email a few sentences about the workflow you want automated and we'll reply with a scope and a fixed quote.
Email hi@panshi.io →