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AI Discovery finds real business use cases and builds a clear, practical roadmap for AI implementation.

AI Discovery
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Turn AI potential into business impact - step by step

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Identify AI opportunities
Find where AI can support your business. We show you practical use cases and give you clear insights, so you can explain and justify AI decisions confidently, even if it’s your first project. Outcome: Clear roadmap and business-ready AI concepts.
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Implement and drive change
Get step-by-step guidance for integrating AI into your workflows or digital products. We help your teams adapt, measure real results, and turn AI into daily business value. Outcome: Successful adoption and measurable ROI.
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Evaluate technology readiness
Run pilot tests before committing to full-scale investment. We verify that each AI solution fits your goals, data, and technical environment. Outcome: Proof of value before you invest.
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We ship AI to production
While only 5% of AI projects reach production (MIT Technology Review), more than 75% of our AI solutions are deployed and used in real environments.

How our clients use AI Discovery

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Optimize back-office operations
Enterprises automate workflows in finance, HR, and marketing.AI tools reduce inefficiencies, improve accuracy, and free up teams for higher-value tasks.
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Improve customer experience
Companies use AI to personalize support, speed up service, and scale engagement — without hiring more staff.
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Build AI into a digital product
Startups and product teams turn AI from a buzzword into a feature that brings measurable value — backed by technical validation and business fit.
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Michał Kosztowny
AI Discovery Expert

Discover AI opportunities for your business

Let’s talk about how AI Discovery could support your business

AI Discovery process – how it works 

Our AI Discovery process combines research, workshops, and technical validation to find where AI creates real value, test ideas fast, and prepare your organization for confident rollout.

1
Understand business objectives
Define where AI can make the most impact.
Workshops with key stakeholders Analysis of current business processes Defining clear, measurable objectives for AI initiatives
2
Assess data availability and quality
Review your existing data systems and find what’s missing to support AI projects.
Data inventory and audit Data quality assessment Recommendations for data improvement
3
Identify opportunities and use-cases
Pinpoint problems AI can solve with the highest business value.
Brainstorming sessions Use-case prioritization Cost-benefit analysis
4
Technical validation
Confirm that your AI ideas are feasible and scalable.
Feasibility assesment Technology stack analysis Scalability evaluation
5
Prototype and validate with users
Build a prototype and test it in real conditions.
Prototype design User testing Design iterations
6
Prepare for the MVP
Plan the next steps and move toward execution.
Development plan MVP cost estimate Product KPIs

Frequently 
asked questions

Is AI Discovery service suitable for companies with little to no AI experience?

Yes, our AI Discovery service is designed to support organizations at all levels of AI maturity. For those at an early stage, we provide clear guidance and help build a solid foundation by identifying practical use cases, assessing readiness, and outlining a strategic roadmap for implementation.

How do you ensure that AI recommendations align with our business strategy?

We start by thoroughly understanding your company's strategic priorities, challenges, KPIs and long-term objectives. Our recommendations are developed in close collaboration with your leadership to ensure that each proposed AI initiative directly supports measurable business outcomes and aligns with your overall vision.

Is our data secure during the AI Discovery process?

Absolutely. We follow strict confidentiality and data privacy protocols. Any data shared is handled securely, and we’re happy to sign NDAs or align with your internal compliance requirements.

How do you address security concerns in AI adoption?

We understand that security is a top priority in any AI initiative. That’s why all our projects are secure by design - from initial discovery through to implementation. We incorporate data protection, compliance, and risk mitigation strategies at every stage to ensure your AI integration is safe, trustworthy, and aligned with regulatory standards.

Do you help our team build AI knowledge and capabilities during the project?

Yes. A core part of our approach is enabling your team, and not just delivering insights. We actively involve key stakeholders throughout the process, providing tailored guidance, training, and knowledge transfer so your organization builds lasting AI competence and confidence.

Can the service be tailored to our internal capabilities and pace?

Yes. Whether you’re looking for a high-level roadmap or deep technical evaluation, we adjust the scope, depth, and timeline to align with your team’s experience, resources, and decision-making process.

Discuss AI opportunities for your business