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AI-Powered Website Development

Websites that integrate third-party AI services for assistance, search and lead qualification, scoped so the behaviour is predictable, reviewable and costed before launch.

Website with an AI assistant chat panel open, connected to glowing neural network data paths
AI ASSISTED · AI-Powered Website Development

Engineering capabilities

  • AI assistant / chatbot grounded in your own content
  • Semantic site search and content recommendations
  • Intelligent forms and lead qualification workflows
  • Content drafting workflows with human review before publish
  • LLM API integration, prompt design and usage limits

Security & hardening

  • API keys held server-side with per-request rate limits
  • Defined boundaries on what data is sent to a model provider
  • Human approval before AI-generated content is published
  • Logging and cost ceilings on every AI endpoint

AI integration path

AI features call third-party model providers through your own server layer, where keys, limits, logging and content boundaries are enforced.

  1. 01

    Visitor surface

    • Assistant widget
    • Semantic search
    • Intelligent forms
    • Recommendations

    Every AI surface has a defined scope and a visible way to reach a human.

  2. 02

    Application gateway

    • Server-side API layer
    • Rate limits
    • Usage logging
    • Cost ceiling

    Model keys never reach the browser, and spend is capped per endpoint.

  3. 03

    Knowledge

    • Your own content
    • Retrieval index
    • Approved answers

    Answers are grounded in your material so the assistant does not improvise.

  4. 04

    Model providers

    • LLM APIs
    • Embedding APIs
    • Automation workflows

    Third-party services, selected on capability and data-handling terms u2014 no proprietary model is claimed.

Frequently asked questions

Do you build your own AI models?

No. These are integrations with established third-party AI services, engineered so the behaviour, cost and data boundary are under your control.

Will the assistant invent answers?

It is grounded in your own content and scoped to defined topics, with a fallback to human contact. That greatly reduces, but never entirely removes, the risk u2014 so it is not used for legal or financial commitments.

What data leaves our site?

Only what the feature needs, defined in writing before launch. Sensitive fields are excluded at the gateway.

What does it cost to run?

Model usage is billed per request by the provider. A monthly ceiling and alerting are configured so spend cannot run away.

Scope the work before you commit budget

Send the environment details and get an engineered proposal with assumptions, risks and a rollback path.

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