THE PARTNERSHIP
Engineering expertise meets AI innovation
Merlin is an established partner of Gain.Energy, supporting the development and refinement of specialist AI agents for drilling and wells.
Our engineers run real-world scenarios, drawing on extensive industry experience to test, challenge and improve the AI agents, ensuring they are practical, relevant and aligned with the needs of drilling operations.
This collaboration brings together decades of drilling engineering expertise with advanced AI technology, helping bridge the gap between innovation and real-world application.
An Ongoing Exchange of Ideas
Regular communication between Merlin and Gain.Energy keeps our teams connected throughout the development process.
Real-World Scenarios
Applying practical drilling and well engineering scenarios to support AI development.
AI Agent Testing
Testing and challenging AI-generated outputs against engineering knowledge.
Technical Refinement
Providing engineering feedback to help improve accuracy, relevance and practical application.
Upstrima – Intelligent AI for Drilling and Wells
- Use pre-built AI agents
- Build your own agents
- Order custom-made agents
- Connect agents into Automated Workflows
- Discuss your challenges with industry experts
- Automate processes of any complexity
Explore Gain.Energy software and packages
Discover the Upstrima AI platform, explore available software packages and find further product information directly on the dedicated Upstrima website.
Software information, subscriptions, pricing and product
enquiries are managed directly by Gain.Energy.
CEO & Founder of Gain.Energy
Founded in January 2024 by industry innovation leader Dr. Vlad Karen Payrazyan, Gain.Energy is a US-based technology company combining petroleum engineering expertise with advanced AI development.
Its mission is to empower engineers through practical AI solutions and accelerate technology adoption across the energy industry.


