AI Agents

9 min read· Jul 15, 2026

Gorgias Automate vs an AI Agent Layer: The Real Cost

An honest, first-party cost model: Gorgias Automate's resolution-based billing (per automated interaction) vs Macha's per-action credits — with ecommerce WISMO, returns, and subscr

9 min read· Jul 14, 2026

Front AI Pricing vs Per-Action AI: The Unit Economics (2026)

How Front AI is priced — Autopilot per conversation, Copilot and Smart QA as +$20/seat add-ons — and how per-action credits change the math when your resolution rate varies.

9 min read· Jul 14, 2026

Front AI (Autopilot) vs an AI Agent Layer: The Real Cost

How Front AI is billed — Autopilot from $0.05/conversation, Copilot $20/seat/mo, AI Answers discontinued — versus Macha's per-action credits. An honest first-party cost and capabil

13 min read· Jul 14, 2026

What Is an AI Layer (AI Middleware) for Customer Support? (2026)

An AI layer (AI middleware) is software that sits on top of your existing helpdesk, CRM, and knowledge to add AI without replacing them. Here's how the pattern works, AI layer vs n

10 min read· Jul 11, 2026

Front AI Explained (2026): Autopilot, AI Compose & Summarize

An honest map of native Front AI: Autopilot the AI agent add-on, Copilot's AI Compose and Summarize, Smart QA and Topics, the discontinued AI Answers, per-resolution pricing, and w

10 min read· Jul 10, 2026

Freshdesk Scenario Automations Explained (One-Click Bulk Actions)

Freshdesk Scenarios let an agent run a whole set of ticket actions in one click — from a ticket or in bulk. How they work, how they differ from Dispatch'r, real steps, native limit

11 min read· Jul 9, 2026

Freshdesk Freddy Pricing vs an AI Agent Layer: The Real Cost

An honest look at Freddy AI pricing on Freshdesk — Freddy bills per session, an AI agent layer bills per action. What each really costs, where Freddy's native automation stops, and

8 min read· Jul 9, 2026

Freshdesk Automations Explained: Dispatch'r, Supervisor & Observer

A clear reference to Freshdesk automation: what Dispatch'r, Supervisor, and Observer rules do, when each runs, real example rules, native limits, and where an AI agent layer extend

13 min read· Jul 9, 2026

Self-Hosted vs SaaS AI Support Agents (2026): Which Should You Choose?

Self-hosted (open-source) AI support agents vs SaaS agents compared on data control, cost, setup, model quality, and scaling — plus when each one actually makes sense. An honest, r

14 min read· Jul 8, 2026

Per-Action vs Per-Resolution AI Pricing: Which Is Right for You? (2026)

An honest AI support pricing comparison: per-resolution (Fin $0.99, Zendesk ~$1.50–2, Gorgias ~$0.90–1) vs per-conversation vs per-action/credits. Worked cost scenarios, the trade-

14 min read· Jul 8, 2026

Macha vs Intercom Fin (2026): AI Layer vs Built-In Agent

An honest 2026 head-to-head: Macha (a dedicated AI agent layer for Zendesk + Freshdesk, billed per AI action) vs Intercom Fin (built into Intercom, billed ~$0.99 per resolution). C

15 min read· Jul 7, 2026

Best AI Agents for Help Scout (2026)

The best AI agents and chatbots for Help Scout in 2026 — Help Scout's own AI Answers and AI Drafts, plus third-party agents that genuinely connect (eesel AI, DocsBot AI). What each