IntelloWork Blog

Notes from the answer engine.

31 Aug 2026

AI Chatbot for IT Helpdesk: Deflecting L1 Tickets Honestly

An AI chatbot for IT helpdesk resolves the repeatable half of your L1 queue and opens well-formed tickets for the rest. The deflection maths that survives audit, the three connections that decide success, and a 90-day rollout.

25 Aug 2026

AI Chatbot Pilot: How to Run a 30-Day POC That Actually Proves Something

Most AI chatbot pilots end in a shrug. A four-week structure with signed exit criteria, a 200-question test set, and the four numbers that turn a pilot into a decision.

22 Aug 2026

Enterprise Chatbot Pricing in 2026: The Four Models, and What You Are Actually Paying For

Enterprise chatbot pricing in 2026 comes in four shapes: per resolution, per seat, a platform fee, and building it yourself. Each one is a bet on a different…

22 Aug 2026

Best Enterprise AI Chatbot Platforms in 2026: Categories First, Then Names

There is no single list of the best enterprise AI chatbot platforms, because the products in that phrase are not competing for the same job. A customer-support deflection…

18 Aug 2026

Monitoring Internal AI Assistants: What to Track, and Which Tools Actually Do It

Monitoring an internal AI assistant is not application monitoring. Uptime, latency and error rates tell you the service is running; they tell you nothing about whether it is…

18 Aug 2026

Enterprise Chatbot Use Cases: 12 That Actually Ship (and 3 That Usually Fail)

Most lists of enterprise chatbot use cases are wish lists. This one separates the twelve that reliably reach production from the three that consistently stall, and gives the…