UC-021
AI Capability Roadmap & Use-Case Discovery
Maps manual data-handling workflows, sizes the engineering hours they consume and sequences a phased AI roadmap with gates.
4-8Build Duration
2-15xIndicative ROI
The Challenge
Operators new to AI need a credible, sequenced path rather than a platform programme. Value has to be proven before deeper commitment is justified.
How It Works
- Interviews wells, data and wellsite teams to find manual unstructured-data handling.
- Estimates time and effort per step and realistic automation potential.
- Builds a phased 0-3 / 3-6 / 6-12 month roadmap with business case and gate criteria.
What It Removes
- Platform-first AI programmes with no proof point
- Unmeasured manual data handling in the workflow
- Committing to the next phase without a kill gate
Input Data RequirementsWells, data and wellsite team interviews, current manual workflow steps, effort and cycle-time estimates
Output FormatPhased 0-3 / 3-6 / 6-12 month roadmap, business case, success criteria per gate
“I can see what to automate first, what it is worth, and where to stop if it does not pay.”