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Credentials

Certificates and Accreditations

REC_01

aiION®

Geothermal Resource Evaluation Platform (Patent Pending)

aiION® is a Python‑based AI platform that replaces traditional geothermometers with a deep‑neural‑network geothermometer trained on 674 water samples from Nevada, USA, and validated on 42 wells worldwide. It uses eight hydrochemical inputs (K, Na, Mg, Ca, Cl, F, SiO2, pH) and a multi‑source temperature inference strategy to achieve reservoir‑temperature predictions with R2≈0.98 and RMSE ~4 °C, outperforming classical and ML baselines.

Key Capabilities

  • Automated data integrity checks (CBE), outlier rejection and geochemical QC.

  • Integrated PHREEQC engine for saturation indices, gas fugacity and scaling/corrosion risk.

  • Thermophysical property calculator using IAPWS‑IF97 to derive enthalpy, density and phase conditions.

  • Volumetric and Monte Carlo heat‑in‑place and power potential estimation, with CapEx/OpEx and LCOE calculations.

  • Proven on the Wadi Al‑Lith case in Saudi Arabia, where it classified the system as 90–135 °C medium‑ to high‑enthalpy and estimated ~4.6 MWe potential, demonstrating industrial readiness.

REC_02

XACT®

Drilling Optimization & Well Engineering Platform (Patent Pending)

XACT® is an AI‑powered well‑engineering workspace that centralizes drilling programs, offset analysis and technical plugins into a single, structured interface. It provides program and offset registries, hole‑section‑specific playbooks, multi‑well analysis tools and geologic correlation panels to support rigorous offset‑well analysis and standardized drilling workflows.

Key Capabilities

  • Program registry and station for creating, managing and version‑controlling drilling programs across fields.

  • Well‑level “plugins” (Offsets Analysis, Multi‑Well Analysis, Casing Loads, Operations Playbook) to structure offset data, section‑by‑section roadmaps and engineering checks.

  • Stratigraphic cross‑section and correlation views to link drilling decisions with geology.

  • Central document hub for trajectories, anti‑collision, mud, cement and completions designs, ensuring all inputs for performance analytics and NPT reduction are captured.