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AI automation & dashboards for Operations

AI automation for Operations

Operations runs on requests, handoffs and status updates, and most of them are still manual. I automate that work with n8n, AI agents, ChatGPT and Claude, and build operations dashboards for jobs, staffing and service levels.

Every project starts with your business problem, not a tool.

Use cases

Operations automations worth building first

Each one is built in your own accounts, tested on your real data and handed over with documentation.

Request intake and routing

Every request is captured in one place, sorted by AI, assigned to an owner and tracked until it is closed.

  • n8n
  • OpenAI
  • Slack
  • Google Sheets

SOPs written and kept current

Turn a screen recording or a rough set of notes into a clear SOP, and update it when the process changes.

  • ChatGPT
  • Claude
  • Google Docs

Meeting recaps to tasks

Meeting notes become owners, due dates and follow-up emails without anyone retyping the action items.

  • Meeting notes AI
  • n8n
  • Asana or Trello

Weekly operations review

A scheduled report pulls the week’s numbers and adds a plain-English summary of what slipped and why.

  • n8n
  • Google Sheets
  • Claude

System-to-system data pipelines

Your field-service, finance and HR tools load into one warehouse, so reports stop depending on copy and paste.

  • BigQuery
  • n8n
  • APIs

Not sure which to build first?

Tell me where your operations team loses the most time. I’ll suggest the one automation that pays back fastest.

Dashboards

Operations dashboards that update themselves

I started in analytics and Tableau, so the automations above feed dashboards your team will actually open. The data loads on a schedule, and an AI summary explains what changed.

  • Jobs completed
  • Backlog
  • Service levels
  • Staffing
  • Cycle time
  • Cost per job

From a real project: An ETL pipeline for a pest-control company loads its field-service software data into BigQuery for reporting.

Learn it free

Rather learn it yourself? Start free

Stepthrough, my free training site, teaches these skills hands-on, one click at a time. Your operations team can start today and practice on real tasks.

Also useful: AI for Meetings or browse every free course.

Free course on Stepthrough

AI for Operations Teams

SOPs, meeting recaps and weekly reviews done in minutes, then requests that route themselves.

  • Write an SOP in minutes
  • Turn a meeting into tasks
  • Route requests automatically
How it works

From first call to running on its own

  1. Free 30-minute call

    We talk about the problem, what it costs you today and what “fixed” looks like.

  2. Plan and quote

    A short written plan: the tools, the steps, the scope and the price.

  3. Build and test

    I build it in your accounts and test it on real data with you.

  4. Hand over and train

    Documentation and a walkthrough, so your team owns it.

Let’s take the busywork off your operations team

Tell us what repeats every week. You’ll get a clear plan and a quote, or a free course if that fits better.