L5 Insights

Field notes on operating AI

Writing on AI operations and outcomes. Drawn from real deployments and business outcomes on Zendesk, ClickUp, and Workday.

ClickUp pricing broken down: every plan, monthly vs annual, the Brain AI add-on, real team-cost examples, discounts, and...

July 10, 2026 6 min read Read

Straight answers to the 30 questions buyers ask most about ClickUp: what it is, pricing, features, comparisons, and impl...

June 29, 2026 7 min read Read

Zendesk, NinjaOne, and L5 partnered to launch a unified IT service and endpoint management bundle on AWS Marketplace. Op...

June 18, 2026 5 min read Read

Professional services firms have the platforms. They run projects in spreadsheets anyway. The PSA gap is an operations p...

March 30, 2026 7 min read Read

What a ClickUp Diamond Partner actually does: the top tier of ClickUp's partner program, and how it differs from a stand...

February 10, 2026 8 min read Read

Pre-configured ITSM workflows change the economics of going live. Incident, problem, change, and service catalog built b...

December 16, 2025 5 min read Read

AI-operated IT support is not a chatbot. It is AI agents that route, deflect, and remediate, governed by a human operato...

November 6, 2025 6 min read Read

AI agents drift. Knowledge gaps accumulate. Routing breaks on untested edge cases. Unoperated AI is slow, invisible deca...

September 19, 2025 6 min read Read

Most organizations have implemented AI. Fewer are operating it. The gap between deployed and operated is where outcomes ...

August 2, 2025 5 min read Read