# PETRONAS Integrates AI to Boost Upstream Efficiency and Investment

> The integration of Agentic AI into PETRONAS' myPROdata platform promises to revolutionize how investors navigate Malaysia’s upstream oil and gas landscape, accelerating informed decision-making and investment potential.

**Source**: energy-pedia.com | **Published**: 2026-09-06 | **Type**: article

## Key Facts

- PETRONAS aims for RM50-60B annual upstream investments, highlighting aggressive growth targets.
- AI integration in myPROdata reduces discovery-to-production time from 100 to 50 months, enhancing efficiency.
- Enhanced data platform positions Malaysia as a competitive upstream destination, attracting global investors.
- Iraya Energies' role as lead integrator reveals strategic partnerships crucial for technological advancement.
- Faster investment decisions from AI insights may lead to improved financial performance and market share.

## Summary

PETRONAS has taken a significant step in enhancing Malaysia's upstream oil and gas sector by signing an agreement with Iraya Energies to integrate Agentic AI capabilities into its myPROdata platform. This move is designed to provide investors and industry stakeholders with deeper insights into Malaysia’s exploration and production data, thereby improving the country’s appeal as a destination for upstream investments. The enhancement is particularly timely as Malaysia aims to attract between RM50 billion and RM60 billion in annual investments in its upstream sector.

The myPROdata platform is a web-based tool that aggregates vital subsurface and surface data related to exploration blocks, resource opportunities, and producing fields in Malaysia. With the addition of Agentic AI, the platform will be able to autonomously analyze and connect various data sources, allowing users to navigate complex upstream data more efficiently. This capability is expected to facilitate end-to-end evaluations, from identifying prospective areas to assessing resource viability and development opportunities.

The strategic implications of this enhancement are noteworthy. MPM Senior Vice President, Datuk Ir. (Dr) Bacho Pilong, emphasized that the upgraded platform will enable investors to make faster and more informed decisions regarding Malaysia's upstream opportunities. The goal is to reduce the time from discovery to first hydrocarbon production from 100 months to just 50 months. This acceleration not only enhances operational efficiency but also positions Malaysia as a competitive player in the global upstream market.

Iraya Energies will serve as the Consortium Lead Integrator for this initiative, responsible for establishing the necessary technical, commercial, and security frameworks to deliver AI-driven insights. This partnership underscores PETRONAS’ commitment to shaping and regulating Malaysia’s upstream industry while fostering an investment ecosystem that supports sustainable growth. By leveraging advanced technology, PETRONAS aims to reinforce its leadership role in the sector and enhance the overall attractiveness of Malaysia as an investment destination.

The integration of AI into the myPROdata platform also signals a broader trend in the oil and gas industry where data-driven decision-making is becoming increasingly crucial. As competitors across the sector adopt similar technologies, the pressure will mount for companies to innovate and enhance their data capabilities. This could lead to a more competitive landscape where firms that fail to adopt advanced analytical tools may find themselves at a disadvantage.

Looking ahead, the successful implementation of Agentic AI in the myPROdata platform could set a new standard for data analytics in the upstream sector. It may encourage other oil and gas companies to invest in similar technologies, thereby accelerating the digital transformation of the industry. As the market evolves, firms that prioritize data integration and AI capabilities will likely gain a competitive edge, positioning themselves as leaders in a rapidly changing energy landscape. The emphasis on faster and more reliable data will not only benefit investors but also contribute to the responsible development of hydrocarbon resources in Malaysia and beyond.

## Entities

- **Companies**: PETRONAS, Iraya Energies
- **Products**: PETRONAS myPROdata
- **Technologies**: Agentic AI
- **People**: Datuk Ir. (Dr) Bacho Pilong, Francois Baillard, Nina Marie Hernandez, Ts. Shahril Ridzauddin Mokhtar, Arief Budiman Hermani
- **Organizations**: Malaysia Petroleum Management

## Key Concepts

upstream investment, data integration, AI capabilities, exploration and production, investment decisions, hydrocarbon resources, technical foundations, investment ecosystem

## Definitions

- **Agentic AI**: A technology that autonomously analyzes and connects multiple data sources to derive insights.
- **PETRONAS myPROdata**: A web-based platform providing access to subsurface and surface data related to exploration blocks and resources in Malaysia.
- **upstream investment**: Investment activities related to the exploration and production of oil and gas.
- **Consortium Lead Integrator**: An entity responsible for establishing the technical and commercial foundations for a project.
- **investment ecosystem**: The network of stakeholders and resources that support investment activities in a specific sector.

## Use Cases

- Navigating upstream opportunities
- Assessing resource potential
- Evaluating development opportunities
- Commercial viability assessments
- Shortening the discovery to first hydrocarbon timeline

## Frequently Asked Questions

**What is PETRONAS myPROdata?**

PETRONAS myPROdata is a web-based platform that provides essential data related to exploration and production in Malaysia. It helps users access subsurface and surface data to make informed investment decisions.

**How does Agentic AI enhance PETRONAS myPROdata?**

Agentic AI enhances PETRONAS myPROdata by autonomously analyzing and connecting various data sources. This allows users to navigate and derive insights from complex upstream data more efficiently.

**What is the goal of the partnership with Iraya Energies?**

The partnership aims to enhance PETRONAS myPROdata with AI capabilities to attract significant upstream investments in Malaysia. It focuses on improving the investment ecosystem and supporting the development of hydrocarbon resources.

**What are the expected benefits of the enhanced platform?**

The enhanced platform is expected to enable faster and more informed investment decisions, contributing to an estimated RM50 billion to RM60 billion in annual upstream investments. It also aims to reduce the time from discovery to first hydrocarbon production.

**Who are the key figures involved in this initiative?**

Key figures include Datuk Ir. (Dr) Bacho Pilong from MPM, and executives from Iraya Energies such as CEO Nina Marie Hernandez and CTO Francois Baillard. Their roles are crucial in driving the initiative forward.

## Links

- [Read on Welcome.AI](https://welcome.ai/content/petronas-integrates-ai-to-boost-upstream-efficiency-and-investment)
- [Original source](https://www.energy-pedia.com/news/general/petronas-advances-malaysias-upstream-data-platform-with-agentic-ai-to-accelerate-e-p-investment-205199)
- [Iraya Energies](https://welcome.ai/company/iraya-energies): Featured company

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Source: Welcome.AI | https://welcome.ai/content/petronas-integrates-ai-to-boost-upstream-efficiency-and-investment