i-Bytes-Bits-Bots or iB³ with the fundamental understanding of projects that are capital intensive, highly complex, risky and prone to high uncertainties such as the drilling of oil and gas wells in the upstream oil and gas industry, is specialized in developing groundbreaking, innovative and novel software solutions to execute and deliver such projects effectively, efficiently and optimally from the client perspective.

Delivering Solutions from client’s perspective is a key element of iB³ as it eliminates the approach of service company perspective to find solutions to a client’s problem.

Specialist in Upstream
Oil and Gas Software
Solutions

WDDI

Trusted Technology
Solutions and Applications

i-Bytes-Bits-Bots or iB³ with the fundamental understanding of complex industry models, schedule, risk and cost is specialized in providing trusted technology solutions and applications to achieve consistency, reliability and uniformity from a company’s perspective.
Delivering solutions from a company perspective is a key element of iB³ as it eliminates the approach of vendor’s perspective to find solutions to a company’s problem.

Drilling^AI SDE

Well^OPT

Lookahead

WBS

Comprehensive
Holistic Models

i-Bytes-Bits-Bots or iB³with the fundamental understanding of integration, interdependence and unionization of dots that need to be connected to deliver projects at the lowest cost possible without compromising objectives is specialized in providing comprehensive holistic models through generating ideas and strategies that encompass the entire spectrum of a project from concept to completion.
Delivering solutions from such comprehensive perspective using fundamentals is a key element of iB³ as it eliminates the approach of isolated and scattered solutions that becomes a burden to integrate effectively to project as a whole.

Artificial Intelligence – Papers and Publications

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A Unified Roadmap to AgI*
(2025 - 2032)

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Artificial Intelligence

The Artificial Intelligence (AI) is revolutionizing the world and is poised to create a paradigm shift in the way of our life which only a very few of such inventions or advancements have achieved in the history of the planet. The AI is the leading technological innovator of today and any foreseeable future. Although AI is in use in many applications today, the true capability of the AI is not yet expanded to its full capacity and we, in iBytes, understand the fundamentals of AI and its full extent of stretch to develop solutions for achieving more by doing less through executable and practical applications

Delivering solutions from a company’s perspective is a key element of IB³ which eliminates the approach of vendor’s perspective to find solutions to a company’s unique problem.

Drilling AI – SDE

This system is designed to replicate the expertise of a Senior Domain Expert (SDE) in well engineering within the upstream oil and gas industry, specifically in the domain of drilling.

Drilling operations are inherently complex and characterized by uncertainty, randomness, and high operational risks. As such, the digital SDE must possess advanced competencies and deep domain knowledge. Our target is to achieve an SDE-AgIT system with approximately 80% of the capabilities of a human expert with over 20 years of experience, while adhering to the Level 4 AgIT constraint of not having decision-making authority in complex, high-stakes scenarios.

The project commenced in January 2025, with a roadmap to deliver a Minimum Viable Product (MVP) by early 2026, and a fully functional SDE-AgIT by Q2–Q3 of 2027.

While the challenge of building such a high-level AI system is significant, we are confident that, by leveraging the principles from the paper and incorporating the latest AI technologies and foundational models, this vision is both practical and achievable.

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Comprehensive Holistic Models