AI Features for Web Apps in Mauritius
Smart search, summaries, drafting and classification inside the site or app you already have.
The problem
Your site or app already works, but people lose time searching, reading or sorting. Rebuilding it as an "AI product" would be expensive and unnecessary.
What I do about it
I add one focused feature, such as smart search, summaries, drafting or classification, to what you already have, with a cost cap, logging and an off switch.
Most businesses do not need an "AI product". They need one or two features that make the product they already have faster to use: search that understands the question, a summary of a long document, a first draft of a reply, a way to sort incoming requests.
I add those features to existing websites and web apps, behind clear limits, with the cost and the failure cases worked out before launch.
What this covers
- Smart search and recommendations
- Summaries and drafting inside your app
- Classification and tagging of incoming content
- Forms and flows that adapt to the answer
- Guardrails, rate limits and spending caps
- Fallbacks when the model is slow or wrong
Need some or all of this? Tell me what you have today.
Is it a good fit?
A good fit when
- You have a website or web app with real users
- One task clearly slows users or staff down
- You can test the feature on your own content
Not the right fit when
- You want AI because competitors mention it
- The feature would need data you do not have
- Nobody will own the feature after launch
Not sure which side you are on? Ask me before you spend anything.
How I work
- 01
Find the one feature that pays off
Look at where users or staff lose time, then pick one feature, not ten.
- 02
Prototype on real inputs
Test with your own content, not a demo prompt, and read the bad answers.
- 03
Build with limits
Add caps, logging, a fallback and a way to switch it off.
- 04
Launch and watch
Track usage, cost and wrong answers, and adjust before adding more.
The first step is a short conversation.
What you walk away with
- The feature live in your product
- Logging and a cost cap
- A short 'how it behaves' document
- Keys and accounts handed over in your name
Everything is handed over in your name.
Tools I reach for
- Claude
- ChatGPT
- OpenAI
- Gemini
- Next.js
- React
- WordPress
A feature people actually use.
Not a demo that looked good once: a small, controlled feature with known cost and a clear off switch.
Why hire an expert
Real AI features and automations
A chatbot demo is easy. One that answers from your content, stays within limits, costs what you expected and hands over to a human takes design, testing and monitoring.
Architecture
A generated site works on day one. An expert decides how it is structured so that adding a page, a language or a payment in a year does not mean rebuilding it.
Performance
Speed is a set of decisions about images, fonts, scripts and caching, measured on a real phone and a real connection, not a feeling that the page looks fast.
Have an AI-built site that needs a professional pass?
Proof
Want to see if this fits your project?
Questions about this service
Yes. I add focused AI features, such as smart search, summaries, drafting or classification, to an existing WordPress site or custom web app, without rebuilding it. We start with the one feature most likely to pay off.
Every feature is built assuming it will sometimes be wrong. That means limits on what it can do, a fallback, logging so mistakes can be found, and a switch to turn the feature off.
They can, which is why latency and model cost are designed in. Calls are capped, results are cached where possible, and you see the running cost before launch.
Related services
- AI IntegrationUseful AI tools and automations that save time and improve daily workflows.
- Chatbots & AI AgentsAssistants that answer your customers and take real actions, with clear limits and a human handover.
- Web App DevelopmentCustom web applications, built with AI-assisted vibecoding. From a quick MVP to a production system.
Have a project in mind?
Tell me what you're working on. I reply within one working day.