PRATYAKSHA

Interpretation, with its confidence shown

The hardest part of geophysics is not collecting data — it is deciding what it means. PRATYAKSHA applies machine learning trained on physical priors and labelled survey history to detect anomalies, estimate subsurface properties and classify structures, at a speed and consistency no manual workflow can match.

Crucially, every output carries quantified uncertainty. PRATYAKSHA does not just say "there is a void here" — it says how confident it is, and why. That honesty is what makes its outputs safe to build expensive decisions on.

A second expert that never tires

It does not replace the geophysicist; it amplifies them, handling the repetitive screening so human experts spend their judgement where it matters most. Interpretations flow back into VIDARSHAN as annotated layers.

Capabilities

• Automated anomaly detection and classification
• Property estimation with calibrated confidence
• Continuous learning from new surveys
• Explainable outputs for review and audit