Insights on AI customer support
Guides, research, and playbooks on AI customer support — architecture, migration, knowledge bases, pricing, and retention.
Aug 5, 2026 · 8 min read
The per-seat pricing trap: three calculations to run before you sign
Per-seat helpdesk pricing looks cheap on the day you sign and gets expensive precisely when you succeed. Three worked calculations — a settled 6-agent team, a doubling headcount, a seasonal spike month — show where the money actually goes.
Read moreJul 22, 2026 · 9 min read
Why flat pricing is only possible with an AI-first architecture
Per-seat pricing isn't a choice vendors happen to make — it's a fossil of ticketing architectures built around human agents. When AI resolves the routine tier, vendor cost stops scaling with headcount, and flat workspace pricing becomes the economically natural model.
Read moreJul 1, 2026 · 6 min read
When to hire your next support agent (and when not to)
A framework for the hire/don't-hire call: utilization math with AI subtracted, the four signals that justify a job post, and the checklist to work before writing one.
Read moreJun 9, 2026 · 6 min read
Support metrics that matter for founders: five numbers, no dashboard sprawl
FRT, resolution rate, CSAT, cost per conversation and honest AI resolution: how each is computed, the trap inside each one, and reasonable targets by stage.
Read moreMay 20, 2026 · 6 min read
Surviving seasonal support spikes without hiring
Peak season triples your queue, not your team. A week-by-week countdown — seasonal knowledge base, AI front line, triage lanes, proactive campaigns — beats hiring for the peak.
Read moreApr 7, 2026 · 6 min read
How to run 24/7 support with three people and an AI agent
The old math said round-the-clock coverage needs five agents. A night-queue audit, an AI front line and a three-person rotation change the equation — here is the operating manual.
Read moreMar 11, 2026 · 7 min read
Hidden fees in helpdesk pricing: how to read a pricing page
Six fee patterns that turn a small sticker price into a large invoice — add-on lattices, tier gates, automation caps, AI meters — plus twelve questions to send any vendor.
Read moreFeb 18, 2026 · 7 min read
How to budget customer support costs as your SaaS scales
A support budget you can defend: model costs from conversation volume instead of headcount, with worked numbers from 100 to 10,000 customers and the four leaks to watch.
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