AI That Works for Your Business

We help organizations turn AI potential into measurable business impact.

Expert AI consulting, hands-on solution engineering, and strategic AI guidance — solving real problems, not chasing the hype!

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About Us

Tomas Knap - Knowledge Graph Expert

Based on MIT study, 95% of GenAI pilots fail to deliver real value. With 15+ years in AI, LLMs, and knowledge graphs—and a passion for real business impact—partnering with us gives you the best foundation to succeed.”

Hi, I’m Tomas Knap, the founder of Tomas Knap AI Strategy & Solutions. I am a strategic, impact-driven solution engineer and technology executive with 15+ years of experience leading engineering and R&D teams to deliver scalable AI solutions. My expertise spans complex systems, knowledge graphs, and large language models — helping organizations build grounded, explainable, and production-ready AI platforms.

As former CTO and AI Strategist at Semantic Web Company, I led the design of future-ready architectures, aligned AI research with product strategy, and delivered innovations in LLMs and knowledge graphs — directly driving €1M+ in recurring revenue, enabling product scalability, and cutting cloud costs by 50%. I also spearheaded the AI solution engineering team that built foundational components for conversational AI applications, combining LLMs and knowledge graphs to deliver grounded and explainable answers.

AI & LLMs Agentic AI applications Knowledge Graphs GraphRAG Enterprise Architecture

Services

At Tomas Knap AI Strategy & Solutions, we empower organizations to unlock the potential of AI, AI agents, and knowledge graphs to solve real business problems through expert consulting, hands-on solution engineering, and strategic guidance — turning potential into measurable business impact, transparently and with confidence.

1

AI Consulting: Unlock Your AI Potential and Understand ROI

Helping you to uncover high-impact AI opportunities and demonstrate technical feasibility. With Transparency.

We work with your team to identify high-impact AI use cases and create PoC/PoV that show both business value and technical feasibility, ensuring your AI initiatives are grounded in real business impact — not just technical curiosity.

  • Identify opportunities where AI and LLMs deliver measurable business value
  • Define success metrics (accuracy, efficiency, cost savings, decision quality)
  • Build AI prototypes on real data
  • Evaluate success metrics, assess feasibility and ROI
  • Deliver actionable recommendations for next steps

Outcome: AI prototype demonstrating measurable business value. Clear path forward based on data-driven insights.

2

AI Engineering and Strategic Guidance: Production-Ready AI Solutions

Turning your AI prototypes into scalable, secure, and sustainable production-ready solutions. With Confidence.

Moving from a PoC or PoV to a production-ready system is usually way harder than expected, and that is even more the case with AI. We provide hands-on solution engineering and strategic leadership to lead AI initiatives from prototype to scalable production systems.

  • Define future-proof architecture and technology strategy for AI solutions
  • Ensure scalability, security, and maintainability of the AI solutions
  • Drive AI solution and support your AI engineering teams with coaching, mentoring, and technical guidance
  • Provide a strategy to further evolve and evaluate the AI solution as the time goes on

Outcome: Production-ready AI solutions that delivers measurable business impact. At Scale. Securely. Sustainably.

Get In Touch

Let’s explore how we can deliver real impact to your business. — We’ll respond personally to discuss your needs.

Email

info@tomasknap.at

LinkedIn

linkedin.com/in/tomas-knap