Practical AI workflows that accelerate subsurface decisions.
Tachyons blends domain expertise with scalable analytics to automate QC, standardize workflows, and deliver executive-ready dashboards. Our AI/ML models are engineered to improve quality, reduce cycle time, and unlock faster, defensible decisions across the subsurface value chain.
Outcome
Quality uplift
Automated QC flags, anomaly detection, and uncertainty control embedded in every workflow.
Outcome
Cycle time cut
Repeatable pipelines compress interpretation and reporting timelines.
Automated QC & workflows
Rule-based and ML-driven QA checks for logs, cores, and production data with audit-ready reporting.
AI/ML for subsurface
Lithology and facies classification, log prediction, and production forecasting aligned to business KPIs.
Scalable data management
Integrated data lakes, metadata governance, and versioned workflows built for multi-asset portfolios.
Decision dashboards
Interactive dashboards that connect subsurface models to economics, reserves, and development readiness.
Integrated disciplines, single workflow spine.
Petrophysics + Reservoir Engineering + Data Science delivered in one governed pipeline.