AI Readiness Assessment

Section 1: Data Infrastructure

1. How would you rate your current data accessibility?

Excellent (clean, integrated, real-time) Good (mostly complete, some manual work) Fair (fragmented, requires cleanup) Poor (paper-based, siloed, inconsistent)

2. What core systems are currently in use? (Select all that apply)

3. How would you describe IT/OT integration?

Fully integrated with seamless real-time data flow Partially integrated (some delays/gaps) Highly siloed (OT data rarely leaves control room) No formal OT systems

Section 2: Organizational Readiness

4. What is the typical adoption rate for new digital tools?

>80% adoption within 3 months 50-80% adoption within 6 months <50% adoption or takes >12 months We have not deployed digital tools recently

5. Has your organization piloted AI/ML projects before?

Yes - multiple successful pilots in production Yes - 1-2 pilots completed Yes - but none made it to production No

6. What are the primary barriers to AI adoption? (Select all that apply)

Data security / Cybersecurity concerns Lack of internal AI expertise Unclear ROI / Business case Change management / User adoption Budget constraints

Section 3: Use Case Identification

7. Which areas are you looking to optimize? (Select all that apply)

Upstream (Exploration, Reservoir & Production) Midstream (Transportation & Storage) Downstream (Refining & Marketing) Heavy Industry / Mining (Processing, Fleet, Maintenance) Corporate/Enterprise (HSE, Supply Chain, Finance)

8. What best describes your current analytics maturity?

Prescriptive (AI/ML recommending optimal actions) Predictive (statistical models forecasting) Diagnostic (drill down to understand why) Descriptive (dashboards, reports) Reactive (respond after incidents)

Section 4: Budget & Resources

9. What is your approximate team size in the area you're looking to optimize?

200+ 50-200 10-50 <10 people

10. What is your ideal timeline for AI implementation?

Immediate (1-2 weeks) - Ready to start Short-term (1-3 months) Exploratory (3-6 months)