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Notes from the team

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.

15 June 2026·7 min read

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.

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15 June 2026·7 min read

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.

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15 June 2026·7 min read

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.

aicustomer-serviceknowledge-base
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1 June 2026·8 min read

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.

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1 June 2026·8 min read

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.

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1 June 2026·7 min read

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.

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25 May 2026·7 min read

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.

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25 May 2026·7 min read

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.

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25 May 2026·7 min read

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.

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21 May 2026·6 min read

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.

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21 May 2026·5 min read

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.

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21 May 2026·6 min read

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.

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21 May 2026·6 min read

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.

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21 May 2026·6 min read

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.

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19 May 2026·6 min read

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.

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19 May 2026·7 min read

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.

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19 May 2026·7 min read

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%.

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18 May 2026·7 min read

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.

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18 May 2026·7 min read

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.

ecommercereturnsai-support
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18 May 2026·7 min read

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.

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17 May 2026·8 min read

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.

knowledge-baseai-supporthow-to
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17 May 2026·8 min read

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.

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17 May 2026·8 min read

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.

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13 May 2026·6 min read

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.

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12 May 2026·6 min read

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.

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11 May 2026·6 min read

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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