• 1st place and €5,000National forest data hackathon, Terrapoint
  • Top 500 worldwideAnthropic Claude Code hackathon, TaluGPT
  • National data portalAI search with citations for the Environmental Portal
  • Tehisabiline OÜFounder of a cybersecurity company

What I build

Eight common projects. If your needs don't fit any of them, describe them and I'll honestly tell you if and how I can help.

  • AI chatbot for your website

    Answers visitors' questions about your services, prices, and guides, collects contact details, and passes complex questions on to you.

    A good fit if you get the same questions every day or customers message you in the evening.

  • AI agent for your business

    An agent that does more than answer questions: it processes emails and documents by your rules, prepares drafts, and routes them onward. Sending, payments, and deletions require your approval.

    A good fit if the work is repetitive, but every step currently requires a person.

  • AI assistant and knowledge base

    Builds a knowledge base from your documents, contracts, and price lists, answers from it, and shows the source for each answer. Everyone sees only what they are allowed to see.

    A good fit if information is scattered across files and folders and no one can find it.

  • Workflow automation

    Repetitive work, such as sorting emails, preparing drafts, classifying documents, and transferring data, gets done automatically. Important decisions remain yours.

    A good fit if someone does the same manual work every day.

  • Finding sales leads

    I find companies that fit your customer profile in public sources and write a personalized Estonian-language message draft for each one. Nothing is sent until you approve it.

    A good fit if you don't have time to find new customers or sales depend on your own manual effort.

  • Personal AI agent

    I set up an AI agent for you on your own server, which you can talk to on Telegram or by email. It remembers your work, prepares morning briefings and drafts, and asks permission before risky actions.

    A good fit if you're an owner or founder and your days are filled with small, repetitive tasks.

  • SEO-optimised websites

    A website built for search engines and AI answers: technical SEO, schema.org markup, fast pages and content planned from real search demand.

    A fit if you already have a site nobody finds — or you are building a new one.

  • Web app and SaaS

    A customer portal, booking system, invoicing, internal dashboards, or your own software product with users, roles, and payments.

    A good fit if Excel and email are no longer enough or you have a product idea.

Your employees already use ChatGPT, or you're not sure what you need? Let's start with a consultation.

How it works

Three steps. No six-month project before the first result.

  1. We talk

    Describe what takes up your time. You'll get a written proposal: what I'll build, what it will cost, and how we'll measure the result. This step is free.

  2. I build the first version

    1–2 weeks, using your real data. I show progress every few days. The price and goal are agreed before work begins.

  3. You decide whether to continue

    If the solution works, you keep using it and can choose monthly maintenance. If it doesn't work, I'll tell you directly.

Work you can try for yourself

Every project is live on the web. Open the link and try it.

  • National data portal

    Environmental Portal

    AI search that answers using the portal's own data and shows source references next to the answer.

    Open project
  • Public data

    Terrapoint

    A decision tool for forest owners using forest and land data: valuation, recommended actions, and grants. 1st place and €5,000 at a national hackathon.

    Open project
  • Cybersecurity

    Tehisabiline

    Cybersecurity audits with written permission and human oversight. Every significant finding is reviewed before it reaches you.

    Open project

The price is clear before work begins

You pay only for what we've agreed on.

  • First consultation

    €0

    We'll review one problem together, and I'll write down what to build and how to measure the result.

  • First version

    Fixed price

    Price in writing before we start, 1–2 weeks, progress updates every few days. One problem, real users, agreed goal. Larger software or a portal takes 2–3 weeks, a scoped SaaS MVP 2–4 weeks.

  • Maintenance

    Monthly fee

    Optional. I keep the solution running, update it, and answer questions. The price depends on the number of users and the scope, and is set after the first version.

I'm Arle Aron Reidma, based in Tallinn. I build AI solutions and web software that work with real data and real users, from public registries to a national data portal. You'll work directly with me throughout the project.

  • Terrapoint1st place and €5,000 at a national forest data hackathon
  • TaluGPTTop 500 worldwide at Anthropic's Claude Code hackathon
  • Environmental PortalAI search with citations for Estonia's national environmental data portal
  • Tehisabiline OÜFounded a cybersecurity company where every significant finding is reviewed by a person

Frequently asked questions

Didn't find an answer? Contact me.

How much does it cost?

The first consultation is free. The price for the first version is agreed in writing before work begins. Maintenance is optional and billed monthly; the price depends on the number of users and the scope.

How soon can I see something?

The first working version is usually ready in 1–2 weeks. I show progress every few days while we work.

Where does my data go?

I use your data only for this project. It is not used to train models or shared with third parties. If you prefer, the content of your requests is not stored.

Can AI make mistakes?

Yes. That is why the assistant shows the source for every answer, honestly says “I don't know,” and passes uncertain questions to a person. Important decisions remain yours.

What's the difference between an AI chatbot and an AI agent?

A chatbot answers questions; an AI agent does the work itself – processing emails, preparing drafts, and moving files according to your rules, while asking permission before risky steps. If you need answers on your website, a chatbot is the right choice; if you need the work done, an agent is the right choice. Read more: chatbot or AI agent.

Do you also build software that doesn't use AI?

Yes. I build customer portals, booking systems, internal dashboards, integrations, and B2B SaaS products. I add AI only where it genuinely saves time.

What if my needs aren't on the list?

Custom projects are welcome. Describe what you need and I'll tell you whether it's feasible, which parts can be built from existing components, and what it will cost.

What don't you do?

I don't do illegal work or test systems belonging to others without written permission. For a cybersecurity audit, see tehisabiline.ee.

Tell me what you need

A few sentences are enough. Custom projects that aren't on this list are welcome too. I'll reply within an hour and honestly tell you if and how I can help.

  • The first consultation is free
  • Price and schedule in writing before work begins
  • You'll work directly with me
arle@arletop.com Tallinn, Estonia
Email me

What to include

  • Name and company
  • What takes time or what you neede.g. customer support gets the same questions or information is scattered
  • Desired deadline

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