AI solutions

AI solutions for business: AI agents and Arabic chatbots that perform real tasks under permissions

An assistant that only chats is easy. The hard part is one that acts in a real system without exceeding the user’s permissions or inventing a number. That is what I build: the model picks the tool, the code verifies, executes and calculates, and a human confirms before any change. In Lexa AI every data-changing tool waits for the lawyer’s approval; in the nonprofit system the assistant only sees the tools the user is allowed to use.

What I deliver

  • 01

    An assistant inside your system

    Real tool calls under the user’s permissions, with a confirmation card before execution.

  • 02

    Governed knowledge base

    Answers only from your approved sources, and a clear refusal when there is none.

  • 03

    Data extraction

    From PDFs, photos and sheets into structured lines with confidence scores and human review.

  • 04

    Image generation

    Photo and plan transformation with constraints that stop the model inventing elements.

  • 05

    Voice and avatars

    An Arabic-speaking assistant with a face and voice, clearly disclosed as virtual.

  • 06

    Swappable providers

    One layer that lets you switch AI providers without rewriting the system.

AI solutions

Questions about this service

What is the difference between a chatbot and an AI agent?

A chatbot answers questions. An AI agent performs real tasks inside your system, such as creating a hearing or updating a price, through defined tools, under the user's permissions and after confirmation. That is how the Lexa AI assistant works.

How do you stop AI getting numbers wrong?

I never let it calculate. Code does the maths and the model only presents the result; any action that changes data goes through a confirmation card. In knowledge bases it answers only from a nearby approved source.

Which AI model do you use?

It depends: Gemini on Vertex AI, OpenAI or Anthropic. I build a layer that lets you switch later, and the account is in your company’s name.

Have a system in mind? Let’s sketch it together

Send your idea as it is, even if it is one line. I reply with specific questions, then an interactive prototype you see before paying for development.

Start on WhatsApp info@kbakhit.online