On customer support, AI, and the boring parts that decide everything.
Short, honest essays from the team building Keloa. No SEO sludge, no listicles, just things we actually thought about while shipping.
Post-purchase support that prevents tickets before they happen
How to reduce post purchase support tickets in ecommerce, with confirmation, proactive updates, content, and AI patterns that deflect volume before contact.
Support staffing math: how many customer support agents do I need?
How many customer support agents you need, with the staffing math, shrinkage and AHT inputs, and how AI changes the headcount calculation in 2026.
Writing help content an AI can actually answer from
How to write help articles for an AI chatbot, with the structure, voice, and edge-case patterns that make content retrievable and answers grounded in 2026.
AI customer service setup checklist for a small team in 2026
A practical AI customer service setup checklist for small teams, covering scope, channels, content, escalation rules, go-live gates, and the first 60 days.
Choosing a helpdesk system for a small team: a 2026 buyer's guide
How to choose a helpdesk system for a small team in 2026, covering channels, AI features, EU hosting and GDPR, pricing, pitfalls, and the right shortlist.
Peak season support without hiring: how to handle holiday volume in 2026
How to handle holiday support volume without hiring in 2026, covering pre-peak prep, AI as surge capacity, returns planning, and what still needs humans.
Average first response time for customer support in 2026: SMB benchmarks
Average first response time customer support benchmarks by channel for SMBs in 2026, what customers expect, AI's impact, and how to set realistic SLAs.
Shopify customer service setup for a new store
A practical Shopify customer service setup guide for new stores, covering channels, help content, order data, peak season planning, and a launch checklist.
Training an AI support agent on your help center
How to train an AI chatbot on your help center, which content to connect, what to exclude, how to structure articles, and how often to refresh.
AI Customer Service Statistics 2026: 40 Numbers That Matter
40 verified statistics on AI customer service adoption, costs, resolution rates, and customer preferences in 2026. All numbers sourced.
AI Customer Service: What It Is and How to Get Started
Everything about AI customer service for European businesses: how it works, what it costs, and how to start today. Practical, with examples.
Best AI Customer Service Tools for Small Business (2026)
We compared 8 AI customer service tools for small businesses on price, AI quality, ease of setup, and EU compliance. Here are our picks.
Chatbot vs Live Chat: What the Data Actually Says
AI chatbot or live chat? We compared response times, resolution rates, costs, and customer satisfaction with real data. Here's what works.
How Much Does AI Customer Service Cost in 2026?
A real cost breakdown of AI customer service in 2026: pricing models, tool costs, hidden fees, and what a small business actually pays per month.
Measuring CSAT for AI-handled tickets
How to measure customer satisfaction for AI-handled support tickets fairly, avoid survey bias, compare AI and human CSAT, and act on low scores.
Reducing AI hallucinations in customer support replies
AI support agents sometimes invent answers. Here is how grounding, retrieval design, and refusal behaviour prevent hallucinations in customer-facing replies.
Reducing refund-status tickets with proactive updates and AI
Refund-status inquiries flood e-commerce support queues. Here is how proactive notifications and AI agents cut that volume by up to 85%.
Designing the AI-to-human handoff so customers never feel dropped
The AI-to-human handoff is where most support automation breaks. Here is how to design handoff triggers, transfer context, and route the queue cleanly.
Automating returns questions: a practical guide for ecommerce support
Automating returns questions can remove a large slice of ecommerce support volume. Here is what to automate, what to escalate, and how to keep customers.
Deflection rate vs resolution rate: two numbers, two stories
Deflection rate vs resolution rate is the comparison that decides whether AI support works. One counts conversations that left, the other counts problems solved.
How to build a knowledge base your AI support agent can actually use
A practical guide to building a knowledge base for AI customer support, covering retrievable content, chunking, gap-finding, and a refresh cadence that holds.
Cost per ticket: how to calculate your real support cost, and cut it
Your support cost per ticket is almost certainly higher than you think. Here is the full formula, what teams leave out, and the levers that move it.
Handling "where is my order" tickets with AI for Shopify stores
Where is my order tickets are the largest support category for most Shopify stores. Here is how AI answers them from live order data, and when to escalate.
The per-resolution pricing trap, and why we charge per reply instead
Per-resolution AI pricing sounds aligned with outcomes. In practice it lets the vendor define the outcome, and the bill scales with their definition. Here's the math.
Deflection rate is the wrong metric. Here's what to measure instead.
AI support dashboards are addicted to deflection rate. It's an easy number to make look good while customers are quietly worse off. Three honest replacements.
The EU AI Act becomes enforceable on 2 August 2026. Here's what SMBs actually need to know.
The Commission's enforcement powers under the AI Act switch on this August. For European SMBs using AI customer support, here is what's genuinely changing and what is theatre.
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