Work already delivered, not just modeled.
A sample of engagements from the project record — data mastering, structural analysis, and analytics capability assessments across government agencies and oil & gas operators.
of 166K long task-list descriptions truncated into 72K unique, SAP-ready golden records — in under a day, work that would take an SME 2–3 months.
OIL & GAS COMPANY, GCC — DATA MASTERINGof 16K location-hierarchy records (up to 21 levels deep) automatically re-categorized into a clean 8-level, 119-category structure — in one day versus 1–2 months manually.
OIL & GAS COMPANY, GCC — DATA MASTERINGAnalytics Maturity & Techniques/Technology Assessments (AMA / ATTA) delivered for government agencies, each closing with a tangible action plan.
GOVERNMENT AGENCY, KSA — 2019 & 2023–24Selected engagements, 2019–2024
Project 1
Conducted the Analytics Maturity Assessment (AMA) and Analytics Techniques and Technology Assessment (ATTA) and recommended a tangible action plan to improve the agency's analytics maturity.
Project 2
Truncated 81% of 80K long Task List descriptions from Maximo, producing 18K unique, SAP-ready golden records in under a day — work that would take an SME 1–2 months.
Project 3
Automatically categorized 95% of 16K Location Hierarchy records (up to 21 levels) into a clean 8-level, 119-category structure in one day, versus 1–2 months manually.
Project 4
Truncated 87% of 166K long Task List descriptions from Maximo, producing 72K unique, SAP-ready golden records in under a day — work that would take an SME 2–3 months.
Project 5
Conducting a further Analytics Maturity Assessment for a government agency, with tangible action plans for improving analytics maturity.
Project 6
Simulation of a heat exchanger's cooling duty to support operating decisions.
Project 7
Structural analysis for a distillation vapor line.
Project 8
Building a predictive & prescriptive maintenance hub.
