AI in Action

What is Usage-Based Pricing? Definition, Examples, and How AI Vendors Bill For It
Usage-based pricing charges for what you actually use, not seats or outcomes. Here's how it works, the common models, and how AI vendors bill per ticket.

How Inspire Uplift saves 105 hours a month on 6,100 marketplace support tickets
Inspire Uplift's ecommerce customer service automation: ~6,100 monthly Zendesk tickets, ~1,300 AI-drafted replies, 66% CSAT and 105 hours saved each month.

What are Agentic Workflows? A Plain-English Definition + Examples
An agentic workflow is a multi-step procedure an AI runs end-to-end: picking tools, asking the right questions, finishing the job. Here's what good looks like.

What is AI-to-human handoff? Definition, triggers, and what "good" looks like
AI-to-human handoff is the structured transfer of a conversation from an AI agent to a human. Here's when it fires, how it works, and how to spot a bad one.

What is Outcome-Based Pricing? Definition, Examples, and How AI Vendors Bill For It
Outcome-based pricing charges for results, not seats. Here's how AI vendors count outcomes, where the model breaks, and the usage-based alternative.

