Wipro Energy UpstreamAI

UpstreamAI is Wipro’s next-generation, AI-powered offering that reimagines the upstream oil and gas value chain from exploration to production through intelligent automation, domain-specific agents, and data-centric innovation.

Deployed as a modular, cloud-native suite of solutions designed to transform the upstream lifecycle, UpstreamAI is engineered to accelerate decision-making, reduce operational risk, and unlock new value across the upstream lifecycle. The suite includes Domain-Specific Language models(SLMs) and domain agents delivering real-time insights through a unified, role-based dashboard.

Whether it’s seismic interpretation, well design, or drilling optimization, UpstreamAI empowers energy clients to move faster, smarter, and more sustainably. By embedding AI at the core, not as an afterthought, UpstreamAI transforms upstream operations from reactive to predictive, from siloed to integrated, and from manual to autonomous.

UpstreamAI puts intelligent automation and domain-specific insights at the fingertips of upstream engineers and decision-makers, revolutionizing how energy firms explore, drill, and produce across the entire energy value chain.

UpstreamAI empowers energy companies to unlock new value across diverse upstream operations—from subsurface analysis and well planning to drilling optimization and production monitoring—by delivering real-time, actionable insights through domain-specific agents and an AI-first architecture, enabling a bold shift toward data-driven decision-making. With UpstreamAI’s domain-specific agents and AI-first architecture, upstream operators can build the digital foundation for a bold, data-driven operational model, generate actionable insights, and deliver those insights in real time to engineers, geoscientists, and field teams alike.

Key Capabilities

Intelligent Asset & Subsurface Analytics

UpstreamAI integrates exploration and production data into AI-powered knowledge graphs that uncover high-potential prospects, predict asset performance, and identify operational risks across the upstream lifecycle.

Hyper-Personalized Field Decision Support & Operations

UpstreamAI enhances engineering and field operations with tailored recommendations for well design, drilling optimization, and production strategies driven by domain-specific AI agents and real-time data.

Unified Operational Intelligence Hub

UpstreamAI orchestrates seismic interpretation, drilling, and production workflows through a unified interface powered by domain-specific AI agents. It actively learns from subsurface and surface data to deliver real-time, predictive insights to geoscientists, engineers, and field teams.

Enhanced Efficiency & Automation Data Platforms

Engineers and planners can automate routine tasks like well planning, drilling prognosis, and flow assurance analysis, reducing manual effort by up to 70% and accelerating time-to-first-oil.

How it Works

UpstreamAI is a modular suite of purpose-built solutions for the upstream oil and gas sector. It integrates domain-specific AI agents, advanced analytics, and industry, standard data models to transform exploration, drilling, and production workflows. The platform is designed to unlock value from siloed operational data and deliver real-time, actionable insights to engineers, geoscientists, and field operators.

UpstreamAI is powered by a robust ecosystem of internal and external data sources, proprietary AI models, and strategic partnerships with hyperscalers and oilfield service providers.

Operational Data Lakes

Ingests and harmonizes structured and unstructured data from seismic surveys, well logs, drilling reports, SCADA systems, and production monitoring tools—aligned with Open Sub-surface Data Universe (OSDU) standards for interoperability.

Domain-Specific AI Agents

Purpose-built agents for each upstream phase:
Subsurface Agent: Automates seismic interpretation and prospect ranking.
Drilling Agent: Enhances well design, drilling prognosis, and real-time support.
Production Agent: Optimizes flow assurance, asset integrity, and emissions tracking.

Small Language Model (SLM) – E.Den

Wipro’s proprietary upstream-trained SLM that understands domain-specific terminology, workflows, and decision logic enabling contextual recommendations and intelligent automation.

Partner Ecosystem

Integrated with leading platforms and partners including Microsoft Azure, Halliburton, SLB, Cognite, and Weatherford ensuring seamless deployment and scalability across client environments.

Upstream AI & Transformation Accelerators

Our accelerators deliver seamless, real-time, domain-specific insights across upstream workflows to enhance decision-making, operational efficiency, and asset performance for energy industry stakeholders. Clients benefit from intelligent agents trained on upstream data, Open Sub-surface Data Universe (OSDU)-aligned knowledge graphs, predictive models, and GenAI-powered automation. These accelerators are designed to transform raw field data into strategic advantage effortlessly and at scale.

EDEN domAIn

Domain centric Small Language Models (SLM)

Nseal

GenAI Asset Operations augmented worker Maintenance, and Inspection

InspectAI

AI Computer Vision Asset Management

Falcon

Next-generation Digital Supply Chain

What We Think

Transforming Oil & Gas: The Edge AI Revolution

The upstream oil and gas sector is undergoing a seismic shift. Market volatility, environmental regulations, and the relentless push for efficiency are driving the need for smarter, faster, and safer operations.