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AI agents & automation

AI that does real work in your business — not another chat that sounds smart and does nothing.

I build AI agents and bots connected to your data and systems: a WhatsApp bot that takes orders, an assistant that answers from your documents and data, and workflows that turn emails, files and messages into actions in your system. The rule: AI does the grunt work, and your people stay in control of the decisions.

What usually hurts

  • Repetitive manual work

    Read a message, work out what the customer wants, type it in, confirm. Again and again, every day, by people who could be doing more important work.

  • Chatbots that don't help

    A bot that gives generic answers and doesn't know your products, prices or orders frustrates customers more than it helps.

  • Worry about AI making things up

    AI that confidently answers what it doesn't know is a risk. You need a system grounded in your data that knows how to say "not sure".

What's included

  1. 01

    WhatsApp bots

    Menus, buttons and free text the AI understands — for orders, scheduling and support.

  2. 02

    An assistant on your data

    Plain-language questions about documents, products or business data, with grounded answers and sources.

  3. 03

    Automatic intake

    Orders and documents from email, WhatsApp and files become records in your system.

  4. 04

    Agents that take action

    AI that performs defined tasks in your systems, with human approval before anything sensitive.

  5. 05

    Guardrails

    Clear limits on what the bot does, and a log of every conversation and action.

  6. 06

    Connected to your systems

    CRM, orders, calendar and accounting, so the bot works with real information.

How it works

  1. Pick the workflow

    Find the task that repeats most and costs the most time.

  2. Set the limits

    What the AI decides alone, what it suggests, and what always goes to a person.

  3. Prototype on real data

    Build a first version and test it on real messages and cases from your business.

  4. Gradual rollout

    Start with some customers or staff, and expand when the results are good.

  5. Measure and improve

    Track where the bot succeeds and where it gets stuck, and improve.

Projects

Questions about this service

More questions? Read the FAQ

  • Can the bot make mistakes?

    Yes, like any system. That's why it's built to ask a clarifying question when something is unclear, hand off to a person when needed, and ask for confirmation before important actions like placing an order.

  • Do we need the WhatsApp Business API?

    For an automated bot — yes. I guide the setup with an approved provider, including number and template approval.

  • Which AI model do you use?

    Whichever fits the task and budget — Gemini, OpenAI or Claude. The system is built so the model can be swapped without a rebuild.

  • What about customer privacy?

    Only the information a task needs is sent to the model, data stays in your accounts, and tool access is limited to the minimum permissions.

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Contact

Have a system or app in mind? Let's talk.

Tell me what your team needs and I'll tell you how I'd build it. Call, message me on WhatsApp, or send an email.

+972 50-488-8987