AI agents for operations: guides and workflows

Practical guides to AI agents for operations teams: customer onboarding, incident triage, workflow automation, permissions, approvals, and pilot planning.

1. AI agents for operations teams: five practical use cases Explore five AI agent use cases for operations teams, from customer investigations to setup recovery, with scope, approval, and rollout guidance. September 23, 2026 · 4 min read
2. Customer onboarding automation with AI agents Build a customer onboarding workflow that identifies blocked steps, checks provisioning state, and routes recovery actions through human approval. September 23, 2026 · 4 min read
3. AI incident triage: from customer report to useful handoff Design an AI incident triage workflow that gathers evidence, separates facts from hypotheses, and gives engineering a clear, actionable handoff. September 23, 2026 · 4 min read
4. AI agents vs workflow automation: how to choose Compare AI agents and workflow automation for operations. Decide where fixed steps fit, where investigation helps, and how to combine both with approvals. September 23, 2026 · 4 min read
5. How to run an AI agent pilot for operations Plan an AI agent pilot with a narrow workflow, representative cases, permission checks, and practical measures of resolution quality and review effort. September 23, 2026 · 4 min read
6. Agent permissions: what an AI agent should be allowed to do, and how to say so A practical model for permissioning AI agents inside a company: read, propose, act, and the approval that sits between them. September 21, 2026 · 7 min read
7. Agent guardrails that actually hold Prompt rules are suggestions. Guardrails that hold are enforced by code, scoped to a person, and leave a record — here is what that looks like. September 21, 2026 · 6 min read
8. GlowForm vs Lovable: building an app versus governing what an agent may do Lovable builds new software from a prompt. GlowForm lets people act on the software they already run, within permissions. They solve different problems — here is how to tell which one you have. September 21, 2026 · 5 min read
9. GlowForm vs Retool: dashboards you build versus questions people just ask Retool is a mature internal-tool builder. GlowForm skips the building and lets people ask, within permissions. When each one fits. September 21, 2026 · 5 min read
10. Human-in-the-loop, done properly: approvals for AI agents Where the approval sits, what the approver sees, and why the approval has to be a permission in its own right. September 21, 2026 · 6 min read
11. Least privilege for AI agents, in practice Service identities, row-level scope, environment splits and daily caps: how to give an agent exactly the access the person asking has, and no more. September 21, 2026 · 6 min read
12. What an audit log for AI agents has to contain Proposal, decision, approval, action, receipt — and why the log has to be append-only and written with the change, not after it. September 21, 2026 · 5 min read
13. Chat-first internal tools: why the interface is a conversation The long tail of operational questions never gets a screen. A conversation, with sources and permissions, is the screen it never got. September 21, 2026 · 5 min read
14. How to Reduce Support Escalations to Engineering A practical guide to investigating customer issues, defining safe actions, and reducing engineering escalations with permissions and human approval. September 21, 2026 · 5 min read
15. Connecting an AI agent to your database without regretting it Read-only credentials proven at the engine, scoped rows, bounded queries and no free-form SQL by default: the checklist. September 21, 2026 · 5 min read