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AI integration

AI that does real work - not a chatbot bolted on.

The most useful AI in a business is mostly invisible: it reads the document, drafts the reply, sorts the queue or flags the problem, and a person checks the result. That is what we build - into your product, or into the way your team already works.

Get a free quote Quoted per project - fixed quote after a free scoping call

Where AI actually earns its keep

Reading and extracting: pulling the fields out of invoices, applications, CVs or contracts into a structured record, instead of someone retyping them.

Drafting: first versions of quotes, replies, reports and descriptions that a person edits rather than writes from scratch.

Reviewing and flagging: checking a submission against a set of rules and pointing at what is wrong. PluginLyzer does exactly this for WordPress plugin code - it audits for security issues, checks the plugin against WordPress.org's review rules, and writes the fixed version of each problem.

Transforming: turning one piece of content into many. Spreadli turns an article or a video into platform-ready posts for six social networks.

The parts that decide whether it works

Accuracy. AI output is checked against something - a schema, a rule, a human review step - before anyone relies on it. We design the check, not just the prompt.

Cost. Every call to a model costs money. We cache, batch and pick the right model for each job, so the feature still makes sense at a thousand users and not only in the demo.

Data. If personal information goes into a model, POPIA applies. We decide what is sent, what is stored and which providers are used before we build, and keep personal information out of prompts wherever it does not need to be there.

Content and publishing pipelines

We run this end to end for our own publishing: a topic queue, AI-drafted articles and social copy that wait in a review step before anything goes live, images generated at each platform's size, scheduled posting through the platforms' official APIs, and a daily dashboard that pulls Google Analytics and Search Console so it is clear what is actually working.

For a business with a product catalogue, listings or a blog, the same approach means consistent posting without someone giving up their Friday to it. Because it runs through official APIs with a person approving the drafts, it stays inside each platform's rules.

Start with one task

Not a strategy document. We pick the single most repetitive job your team does, build AI into that, and measure the time it saves. If it earns its keep, the next one is easy to justify - and if it would not, we will say so before you spend anything.

Proof

AI Integration we've shipped.

Two of our own products are built around AI.

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Good to know

AI Integration questions, answered.

Is this just ChatGPT on our website?

No. A general-purpose chatbot is one of the least useful things most businesses can add. We build AI into specific tasks - reading documents, drafting, reviewing - where the result is checked and the time saved can be measured.

Which AI models do you use?

Whichever fits the job. PluginLyzer runs on Anthropic's Claude, and we choose per task based on quality, speed and running cost, so you are not locked to a single provider.

Is our data safe?

We decide what data goes to a model before we build, use business APIs that do not train on your data, and keep personal information out of prompts where it is not needed. If POPIA applies, we design for it from the start.

What does it cost to run?

Model usage is billed per request, so it depends on volume. We estimate the running cost during scoping and build in caching and limits so it stays predictable. If the running cost would outweigh the time it saves, we will tell you before we build it.

Can you automate our social media posting?

Yes, through each platform's official API - posts written for each network, images sized for it, a review step before anything publishes, and a schedule. We do not use browser bots or unofficial tools, which is what gets accounts restricted.

Can you add AI to a system we already have?

Usually. If your system has an API or a database we can reach, we can add AI steps to it without rebuilding it. We confirm this during scoping.

Also from the studio

Other things we do.

Web Design Web Development E-commerce Platforms & Directories Branding & Identity Hosting & Care Custom Software SaaS & MVPs

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