AI-native knowledge elicitation that captures 46 years of irreplaceable O&G expertise — before it walks out the door.
50% of the O&G workforce is retirement-eligible within a decade. The knowledge leaving with them took generations to build — and cannot be Googled.
Documents go stale. Chatbots hallucinate on edge cases. Knowledge Elicitation Architecture captures the decision-making judgment that makes your senior engineers irreplaceable.
Structured Expert Elicitation doesn't happen in a single interview. Each phase is purpose-built to extract, calibrate, and encode the probabilistic judgment that makes senior O&G engineers irreplaceable. Hover each phase for detail.
Output: Prioritized knowledge asset map with retirement risk scores by domain and individual expert.
Output: Calibrated expert cohort with documented bias profiles and individual uncertainty baselines.
Output: Structured interview transcript + real-time knowledge graph draft flagged with coverage gaps.
Output: P10/P50/P90 distributions + deployable AI agent knowledge base + digital twin calibration inputs.
Our methodology isn't proprietary innovation in a vacuum. It's grounded in peer-reviewed decision science from the top institutions in energy engineering — the work was already done. We operationalized it.
Phase 4 outputs don't sit in a PDF. They feed directly into digital twin calibration and real-time autonomous drilling systems — the same infrastructure NTNU's SFI DigiWells demonstrated across 500 meters of autonomous drilling.
The knowledge retention problem is universal in O&G. Some markets have a narrower window than others. These five represent the highest-urgency opportunities today.
Estimate your organization's exposure and the ROI of capturing that expertise before it retires.
From a focused pilot to a full value-chain engagement. Every tier includes ongoing maintenance to keep captured knowledge current as conditions change.
Every engagement includes an ongoing maintenance subscription to keep captured knowledge current as conditions change, experts expand their understanding, and new edge cases emerge.
The only firm combining deep O&G domain expertise with AI-native knowledge capture architecture. Not bolted-on AI. Not generic consultants. Built from the ground up for this.