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Automate & AI

AI Integration & Chatbots

AI features, like chat assistants that answer from your own content, built into the platforms you run.

Start a projectSee live examples
Typical timeline
Scoped per project
Live examples
Ummeed School
Stack we use most
Anthropic Claude APIOpenAI API (ChatGPT)Google Gemini APIMeta Llama (open source)LangChainLaravelDjangoNext.js

The brief

From the problem to the fix.

How we approach AI & chatbots, start to finish.

Problem → fixai-integration-chatbots

  1. What slows teams down

    Visitors ask the same questions at all hours, and the answers are already on your site. They just can’t find them fast enough.

  2. How Pyzon solves it

    We add AI-powered features to websites and applications, most commonly a chat assistant that answers visitor questions from your organisation's own content. We build on the Anthropic Claude API, and every AI feature ships with a fallback so it never leaves a visitor at a dead end.

ShippedRunning inUmmeed School

In scope

What goes into the build.

The pieces we usually deliver. Your quote lists exactly which ones you get.

ai-integration-chatbots/scope.md

# Scope · 4 items

  • AI chat assistants built on the Anthropic Claude API
  • Answers grounded in your site's own content
  • A hand-written fallback when the AI is unavailable, so the chat never goes silent
  • Hand-off to a human channel (WhatsApp, email or phone) when needed

Already shipped

Features we've built and run today.

Not a wish list. Each of these is live today in a ai & chatbots project we built.

In production

Running live, right now.

The problem each project solved and what changed after. Open the public ones yourself.

All ai & chatbots work
  • Live in productionNGO & social impact

    Ummeed — The Hope Special School

    Special-needs school website with online donations and a self-service content manager.

    The challenge

    Ummeed — The Hope Special School works with special-needs children, and the school wanted its students and programs to finally have a genuine presence online — a place where the school's work could be represented to the public properly, not just an internal record. Alongside that, they needed a way to create and share events tied to their different programs, accept online donations, and let non-technical staff keep everything updated themselves, without depending on a developer for routine changes.

    The result

    • The school and its students now have a genuine, welcoming presence online, properly representing their programs to the public
    • The site's clean, custom design gives visiting parents and donors a warm, professional first impression, rather than feeling like a generic template
    WebsitesWeb applicationsAI & chatbotsBusiness automation
    Read case study: Ummeed — The Hope Special SchoolVisit ummeedschool.org(opens in a new tab)

Technology

The stack, layer by layer.

What we reach for most on this kind of project. We match the final choice to your team, hosting and budget.

Frontend

  • Next.js

Backend

  • Laravel
  • Django

AI

  • Anthropic Claude API
  • OpenAI API (ChatGPT)
  • Google Gemini API
  • Meta Llama (open source)
  • LangChain

Included

Comes with every build.

Whatever the service and whatever the size, these are standard.

  • An admin panel you run yourself

    Content, languages, listings and reports are editable by your team. You are not waiting on a developer for routine changes.

    See it in Ummeed School

  • Security that is designed in

    Signature-verified payments, access control enforced in the database, and secrets kept in the environment, not in code.

    See it in Good Character

  • Automated deployments

    Every release goes out through a CI/CD pipeline. What we test is exactly what goes live, and urgent fixes ship without touching anything else.

    See it in mediCareers

  • Your code, your data

    The code, database and content belong to you. We build the system; you own it.

  • One in-house team, start to finish

    No subcontracting. The people who scope your project are the people who write the code and support it.

  • Support after launch

    Post-launch support and maintenance are available on every project, scoped to what you need.

Often paired with

What clients usually add alongside.

Taken from our own projects: these services were delivered together with ai & chatbots.

Ways to work with us

Pick how you want to work with us.

Start with a project, keep us on for support, or bring us in to advise. It's the same in-house team either way.

  • Start here

    Fixed-scope project

    Best for: A new website, web app, platform or automation with clear goals.

    • Clear quote after a discovery call
    • No hidden costs
    • You own the code and data
    Get a quote

  • Ongoing support & maintenance

    Best for: Systems already in production that need fixes, upgrades and new features.

    • Fixes and security patches
    • Framework upgrades
    • Systems we didn’t build too
    Get a quote

  • Consulting & audits

    Best for: Decisions before you spend: stack, architecture, build versus buy.

    • Code & security audits
    • Architecture advice
    • Scoping documents you keep
    Get a quote

FAQ

Questions about AI & chatbots.

Specific to this service first, then the ones every client asks.

All questions
What happens if the AI fails or can't answer?

Every AI feature we build includes a fallback response system, so visitors never hit a dead end even if the AI service is briefly unavailable.

How do we get started?

Fill out the contact form or WhatsApp us with a short description of what you're trying to build — we'll reply within 24 hours to schedule a discovery call.

How is pricing structured?

Pricing depends on scope — a content website is priced differently from a multi-role platform with custom workflows. We provide a clear quote after an initial discovery call, with no hidden costs.

Will I own the code and data?

Yes — the code, database, and content are yours. We build the system; you own what's built.

Do you provide support after launch?

Yes — we offer post-launch support and maintenance plans; details are scoped per project.

Explore other services

All services

Start a project

Planning something like this?

Tell us what you need. We reply within 24 hours with next steps and examples from our own work.

Start a projectSee live work