Slide contents

1. 1. AI Leaders

   Business Lab for Executives

2. 2. Evolution of AI Project Approaches

3. 3. On-Premise Hardware

4. 4. Cloud Compute

5. 5. ML Tooling Evolves

6. 6. Foundation Models

7. 7. GenAI Applications

8. 8. Roles Shrink to Tiny Teams

9. 9. Cost Estimation and Hidden Line Items

10. 10. Technical Side

11. 11. Support Bot TCO

12. 12. From Parameters to Load

13. 13. OpenAI gpt-5.2: Cost

14. 14. OpenAI API: CAPEX, OPEX, team, speed

15. 15. Qwen Self-Host: 5 sec SLA

16. 16. Self-Host: CAPEX, OPEX, team

17. 17. Qwen on Rented GPUs

18. 18. GPU Rental OPEX

19. 19. Three Deployment Strategies

20. 20. Case recommendation

21. 21. Materials

    API, GPU, self-host

    OpenAI API docs/pricing

    cloud.ru GPU price list, February 2026

    Hugging Face, Qwen: models and speed

    FinOps unit economics

22. 22. Key Conclusions