AI agents

What an AI that understands your business actually does, how it differs from a chatbot, and how you keep it in check.

WhatsApp for real estate agencies: what to ask before signing with a provider

Searching for WhatsApp for real estate agencies returns ten providers promising the same thing: 24/7 handling, viewings booked on their own, qualified leads. Some of those promises hold and others depend on your property system being connected. How to tell them apart before signing.

"My business is very specific": how to make the AI answer from your own documents

Every business has rules that are not on the internet: your returns policy, your lead times, your exceptions. That is exactly what you load into an AI so it stops improvising.

Top models get it wrong 22% to 94% of the time: why your AI makes things up

An AI that invents a price for your customer is not a problem with the model's brand. It is a problem with where the answer comes from, and that part you control.

How many support requests can AI actually resolve? What self-service promises and what one real account delivered

A global survey of 5,728 customers found that only 14% of support issues are fully resolved in self-service. In one account we run, with 312 conversations a month, AI resolves around 50% and hands off 40% to a person. The difference is not the software: it is what you asked it to resolve.

Retail automation: what to automate in customer service and what to leave alone

Retail automation is not one thing: it is four separate fronts with four different tools. This piece separates them, digs into the only one that handles conversations, and marks where automation should stop and a person should appear.

How long it takes to get your WhatsApp handled by AI: instantly if it exists, two weeks if it is custom

The question that comes up most before signing is how long it takes. The answer has two branches: if what you need already exists, testing starts right away; if it takes custom development, the typical turnaround is around two weeks. What almost nobody tells you is that the slowest clock is not ours, it is Meta's.

Transparent AI in customer service: what you can see and what you cannot

If an AI is answering your customers, the question that matters is how you find out what it did. Here is what gets written into every Alumbra conversation, what does not yet, and how to build a ten-minute weekly review routine.