AI-native company transformation
I map processes, data, products and decision-making, find where AI carries the most economic value, and build the agents, applications and automated systems that put the change into practice.
Jaro Rais · AI consultant and developer
AI agents and AI-native products for companies building on AI.
First I look at your business and where the opportunity is. Only then do we decide whether the answer is an AI agent, automation, an AI-native application or something else entirely.
- years in tech and product
- 13+
- digital products and solutions delivered
- 37+
- I build the AI myself, not just advise
- Hands-on
- where my clients are
- SK · CZ · EU · US
Who I work with
Whoever decides where the money goes
I work best with a founder, an owner or someone who carries real responsibility for results in the company. You do not need to know exactly what you want to do with AI. Quite the opposite.
It is enough to know there is room in the company to:
- earn more
- add capacity without costs growing at the same rate
- speed up sales or another part of the business
- remove expensive or slow manual work
- build a new product or service
- do something that capacity or process rules out today
You do not need a finished use case. We will find out together whether AI is a sensible answer.
What I build
From discovery to production
AI agents and agentic workflows
AI that does not only answer but works in the context of your business, uses your data and tools, and carries out concrete steps in a process.
AI-native applications
New products and internal tools where AI is not an add-on but part of the product itself.
Company data and knowledge systems
I turn documents, emails, CRM records and call transcripts into a structure people can actually work with and AI systems can use.
Integrations and automation
Connecting AI to existing systems, APIs, CRMs, databases and internal processes.
I cover the whole process: discovery, architecture, prototype and production deployment. 13+ years in tech and product, the last few mostly in AI integration.
An agent runs the first recruiting round on its own. We save hours every week.
Real Group · recruiting Data from spreadsheets is finally in one dashboard. Reporting writes itself.
Innovations · data Invoices match themselves, I just approve. It runs every single day.
Invoicing · Claude + MCP An agent writes and ships articles through git. This site is run by AI.
Content · autonomous agent
Portfolio
What is already running for clients
Marketing agency
AI-native transformation
AI across processes, services and delivery. Fewer errors, higher efficiency, quality and transparency. AI at the core of the company, not a helper on the side.
Real Group
Video AI agent and chatbot Amélia
Recruiting real estate agents. RAG over internal materials, multi-agent quality control of answers. Runs as a website widget and live at conferences.
Innovations
Sales moved from Excel into an AI-first app
A sales process moved out of spreadsheets and email into a web application that recommends the right products and strategies.
Eduvision
Rescuing a domain AI chatbot
A project started by another vendor, brought up to the required quality. We continue with further AI solutions for their clients.
Head Formers
AI agent for athletes' mental health
A domain agent built on the client's data and 15 years of experience. Advanced data work and a feature plan aimed at fine-tuning a custom model.
RAIS Group
Autonomous website
A website that writes its own content from search demand, trends, customers and project experience. Google Ads campaigns are run by AI agents.
Real Team Group
Automated video production
Videos for YouTube and social media made with AI avatars and agents, driven by market data and trends.
And also
- AI agents over accounting, costs and cash flow, with insight for management
- A knowledge base across departments and systems, connected to CRM and internal data
- Autonomous competitor monitoring
- AI-generated insight dashboards for manufacturing management
- An app that collects content and news from chosen sources to each user's preferences
- Autonomous website marketing: GEO, SEO, AEO, content and targeting
More than 37 projects, among others for
- Habitable
- Head Formers
- Bloomreach
- 365.bank
- Powerful Medical
- Showtacle
- Webgate
- Veridas
- Eduvision
- Selleriz
- Socks
- Visit Košice
- RAIS Group
- Creative Group
- Engelmark
- Content Fruiter
- Real Team Group
- Innovations
Tools and skills
Product, code and sales
AI and data
- AI tools
- Python
- Data Analytics
- Vibe coding
- No-code
Engineering
- React
- Java
- C
- PostgreSQL/MySQL
- Git/GitHub
- WordPress
Product and design
- Product strategy
- Roadmapping
- User research
- UX design
- Digital Product Design
- Web design
- Figma
Growth and sales
- SEO
- Google Analytics
- Google Search Console
- Market research
- Lead generation
- B2B sales
- CRM and ERP
- Copywriting
- Video editing
Let's look at where you are.
Forty minutes looking at how things stand. It tells us how far we can take you towards being an AI-native company, and what that will cost you at the end of the day.
- Where AI makes sense in your processes, and where it does not
- An estimate of scope, time and cost
- A first step you can start on right away
- No presentation, no commitment
Jaro Rais
AI consultant and developer
Reach out:
jaro.rais@itashu.coGet in touch and we will come back to you within one working day.
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