How to adopt AI in Oil&Gas

1. AI squad setup & Training
We help you assemble a small, motivated pilot team of your top talents and up‑skill them in:

• Advanced prompt engineering and LLM‑architecture fundamentals.
• Tools development on chosen stack (Copilot, Cognite, Enterprise subscriptions, or on‑premise LLM).
• Use‑case framing workshops that surface high‑impact opportunities and define clear value metrics (engineer‑hours saved, cycle time reduced, error rate lowered etc).

Training is delivered through short sprints with hands‑on exercises and ongoing coaching so the squad can immediately apply what they learn.
Free ad-ons: trainings on effective prompting for wider staff and executive briefings on practical AI for business leaders

2. IT Guidance & Integration
If you opt for an on‑premise model, we guide your IT team through local LLM deployment and connect approved corporate data sources.
If you stay on a cloud subscription, we work within the existing enterprise agreement. In any case we transfer know‑how to ensure your IT team can operate and maintain the stack independently.

3. Pilot Solutions Development
Working side‑by‑side with your squad (or broader users’ community), we co‑develop 2-4* LLM‑based agents that deliver measurable value to selected business processes. Activities include:

• Data mining & preps – tapping into readily available, good‑quality data; minimal cleansing only.
• Rapid /build – test/ cycles with user demos.
• Validation against the acceptance criteria agreed for each use case.
• Hypercare to pilot squad on all solutions development and enhancement matters

LLM assisted workshops
We help you to leverage LLMs before and during high‑stakes workshops to broaden options and strengthen outcomes without adding meeting time.
Before: surface scenarios, draft decision criteria, synthesize pre‑reads
During: live co‑pilot to challenge assumptions, map second‑order effects, and stress‑test options
After: action‑list consolidation and rationale trace

Support your company’s AI strategy development.
We don’t write a strategy for you; we will build it with you. If business leaders invest time, we partner to produce a pragmatic AI strategy aligned to business goals and operational realities: principles, guardrails, initial portfolio, value hypotheses, risks, and a 12-24-month roadmap.

AI services and AI scale-up tender preparations
Already trialed AI and aiming to scale-up? We support your vendor selections for enterprise‑grade AI services and platforms:

• Define requirements, specifications and scope
• Crafting functional evaluation matrices and test scripts to ensure reliable vendor assessment
• Draft early scale up milestones and progress tracking metrics

We offer custom AI solution development tailored specifically to your organization's unique requirements and objectives.
Its OK to experiment without confidence in achieving the expected outcome, but we try to avoid such wild-cat exploration. We aim to design and implement practical, high-impact AI solutions that deliver measurable value.
Note: Before committing to delivering an effective solution, we carefully evaluate specific solution requirements and assess your organization's environment to ensure optimal alignment and successful implementation.