Seismic and Subsurface Interpretation for Oil and Gas

Interprets seismic and well data to map subsurface structures for oil and gas exploration.

scientific 3Dunverified

0named models

77candidates

3deployments

3in Indonesia

Named Models

The research names no model for this use case.

Where this comes from

Models the research names for this use case. Research, with sources on each model record.

Who Runs It

production, 1contract signed, 1proof of concept, 1

PT Pertamina (Persero), via PT Pertamina Digital HubCountry: IndonesiaAI for exploration location decisions; machine learning to optimise gas pipeline use; AI to cut downstream fuel transport working loss (models and vendors not stated)Vendor: not statedproductionDate18 Jun 2026Exploration success ratio up 10 percent, pipeline efficiency up 2.9 percent, working loss down 60 percent; AI value USD 50 million in 2025; target USD 300 million extra EBITDA in 2027 (company claims)Evidence: company statementConfidence: lowSource: fortuneidn.com

PT Pertamina (Persero) with Halliburton LandmarkCountry: IndonesiaiEnergy cloud and DecisionSpace 365 with AI, machine learning and analytics in scopeVendor: Halliburton Landmarkcontract signedDate25 Feb 2020Contract awarded; applications deployed on iEnergyEvidence: company statementConfidence: lowSource: jpt.spe.org

PT Pertamina Hulu Energi OSESCountry: IndonesiaSONAR hybrid AI and machine learning subsurface data managementVendor: Pertamina Hulu Energi OSES (in-house)proof of conceptDate7 Jul 2026Proof of concept in the IOC Digital Hackathon AI/ML Hulu Migas 2026Evidence: company statementConfidence: lowSource: investortrust.id

Where this comes from

Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

Boltz-2Boltz PBC, MIT (Jameel Clinic), Recursion, scientificReleasedJun 2025open weightshas scoreslast 18 months

Pixal3DTencent, 3DReleasedApr 2026open weightslast 18 months

Protenix-v1ByteDance, scientificReleasedFeb 2026open weightslast 18 months

HY-Motion 1.0Tencent, 3DReleasedDec 2025open weightslast 18 months

TRELLIS.2-4BMicrosoft AI, 3DReleasedDec 2025open weightslast 18 months

SHARPApple, 3DReleasedDec 2025open weightslast 18 months

OpenFold3 (preview)OpenFold consortium, scientificReleasedOct 2025open weightslast 18 months

HunyuanWorld-MirrorTencent, 3DReleasedOct 2025open weightslast 18 months

C2S-Scale-Gemma-2-27BYale University, Google, Google DeepMind, scientificReleasedOct 2025open weightslast 18 months

C2S-Scale-Gemma-2-2BYale University, Google, Google DeepMind, scientificReleasedOct 2025open weightslast 18 months

Showing 10 of 77. All models of this class

Where this comes from

Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.

Use Case

Industry: energy and mining
Model classes: scientific3Dunverified
Benchmarks or datasets: not in the notes
Regulatory notes: Surat Edaran Menkominfo 9/2023 Etika Kecerdasan Artifisial, Kementerian Komunikasi dan Informatika (now Kementerian Komunikasi dan Digital)Seismic and subsurface interpretation for oil and gas is an AI-based service run by an electronic system operator, and the circular asks such operators to build and use AI on the values of inclusivity, transparency, humanity and security.
UU 22/2001 Minyak dan Gas Bumi, DPR and President of the Republic of Indonesia (administered by Kementerian ESDM)Seismic and subsurface interpretation for oil and gas supports upstream oil and gas activity, which this law governs through cooperation contracts and state ownership of exploration and production data.

Where this comes from

From the industry tracks T08 to T10 of the research notes.

R&D Topics

Links to R&D topics are awaiting review.

Where this comes from

Which R&D topics would most change this use case. Drafted by Claude from the topic definitions and the use case; proposed until approved.

In Neighbouring Countries

PETRONAS Carigali Sdn BhdMalaysia, state-owned, contract signed, 2025-09-17Geoteric AI seismic interpretation (multi-year agreement, deployed across its operations)

Where this comes from

Documented deployments of this use case in Malaysia, Singapore, Thailand, Vietnam and the Philippines, each with its source.

Opportunities

Opportunities are awaiting review.

Where this comes from

Gaps found by rule in what the directory holds for this use case. Each is a proposal for review.

Links

IndustryEnergy and Mining15 use cases, 17 deployments

Use CaseSeismic and Subsurface Interpretation for Oil and GasEnergy and Mining

Modelsnone recorded

Who Runs ItPT Pertamina Hulu Energi OSESProof of concept, 7 Jul 2026

PT Pertamina (Persero), via PT Pertamina Digital HubIn production, 18 Jun 2026

PT Pertamina (Persero) with Halliburton LandmarkContract signed, 25 Feb 2020

Graph

Deployments 3

PT Pertamina (Persero) with Halliburton LandmarkiEnergy cloud and DecisionSpace 365 with AI, machine learning and analytics in scope, Indonesia PT Pertamina (Persero), via PT Pertamina Digital HubAI for exploration location decisions; machine learning to optimise gas pipeline use; AI to cut downstream fuel transport working loss (models and vendors not stated), Indonesia PT Pertamina Hulu Energi OSESSONAR hybrid AI and machine learning subsurface data management, Indonesia

Sources

deloitte.com/content/dam/assets-zone3/us/en/docs/services/... https://www.deloitte.com/content/dam/assets-zone3/us/en/docs/services/consulting/2026/ai-use-cases-eri-2026.pdf

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Seismic and Subsurface Interpretation for Oil and Gas", https://aurion.semai.id/usecases/em-seismic-subsurface-interpretation/, records of October 2026.