Empowering Upstream Operations with AI-Driven Innovation
Tech Mahindra embeds AI into the core of your upstream operations to revolutionize exploration, drilling, completions, and production. We deliver predictive intelligence to reduce downtime, increase operational efficiency and safety with real-time monitoring and optimization, and drive decarbonization.
Our Solutions
Accelerate and derisk geological analysis with our AI/ML models that automate lithology prediction from well log data (LAS and LWD files). We deliver consistent, high-speed log interpretation, reducing ambiguity and enabling geoscientists to make faster, more confident decisions.
Key Solution Benefits:
Reduces human bias for consistent, objective analysis across all assets. Empowers geoscientists to make faster, data-driven decisions on subsurface conditions, optimizing exploration, reservoir characterization and drilling strategies.
TechM Differentiator:
Our solution transforms manual, cutoff-based interpretation into an intelligent, scalable workflow. Pre-trained models capture complex non-linear relationships, and our "Scale at Speed" framework allows for rapid deployment across new wells after initial training.
Proactively identify and mitigate drilling risks by turning raw drilling data into predictive insight. Our solution visualizes and analyzes Torque and Drag behavior in real-time, helping you anticipate high-friction zones, prevent costly delays, and optimize drilling performance.
Key Solution Benefits:
Provides actionable intelligence to enhance drilling efficiency and reduce non-productive time (NPT). Enables early identification of frictional challenges, supporting safer, more optimized operations.
TechM Differentiator:
We move beyond simple visualization. Our solution combines advanced data analytics with predictive AI models to forecast Torque and Drag trends, enabling smarter, pre-emptive decisions that protect your assets and timeline.
An AI/ML model that integrates and evaluates data to determine geological risk by analyzing well, seismic, and petrophysical data. We consider depth, thickness, porosity, permeability, hydrocarbon saturation, pressure gradient, seismic amplitude, GOR, API, reservoir temperature, STOIIP, Capex, Opex, oil price, discount rate, recoverable reserves, and prospect risk.
Key Solution Benefits:
This reduces human bias and enhances consistency; our predictive analytics help forecast economic viability under changing market conditions.
TechM Differentiator:
By integrating standardized subsurface, reserves, and financial data with objective risk assessment methods, companies can create consistent and reliable risk assessments, optimize capital allocation, reduce dry-hole rates, and increase decision-making confidence.
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