AI Oil & Gas Upstream/Midstream/Downstream & OFS Fundraising

Raising Capital for AI Oil & Gas (Upstream / Midstream / Downstream / OFS) Startups: which investors are active in the space.

Raising Capital for AI Oil & Gas (Upstream / Midstream / Downstream / OFS) Startups

AI Oil & Gas in 2026 splits across (a) Upstream E&P + reservoir + drilling + completions + production-optimization (SLB Delfi+Petrel+Techlog+OLGA+INTERSECT, Halliburton Landmark+DecisionSpace 365+iEnergy, Baker Hughes Leucipa+JewelSuite+C3.ai JV wound-down Q3 2024 cautionary, Weatherford ForeSite+Vero, NOV Max+RigSense+eVolve, Emerson Paradigm+AspenTech $9.6B tender Jan-2025+Roxar, Corva+Insight+Petronas 2023, Seismos+ExxonMobil 2022, DarkVision+Chevron Tech Ventures 2022+Halliburton partnership 2024, H&P AutoSlide+FlexRig, Nabors SmartSuite+Canrig). Cautionary: Baker Hughes-C3.ai JV wound-down Q3 2024+Emerson-AspenTech $9.6B tender Jan-2025+ION Geophysical Ch-11 2022+Tellurian-Woodside Q3 2024. (b) Midstream + LNG + pipeline-integrity (Aveva-Schneider take-private Jan-2023 £9.5B+PI-OSIsoft 2021 $5B, Honeywell UOP+Experion+Q3 2024 GBER split-2026 cautionary, ABB Ability Genix+B&R, Yokogawa+KBC 2016+PAS 2020, Rebellion Photonics-Honeywell 2019, Silvertown-Baker Hughes 2023, Venture Global $VG IPO Jan-2025, Cheniere $LNG, NextDecade Rio Grande FID Jul-2023, Sempra Port Arthur, Tellurian-Woodside acq Q3 2024 cautionary). (c) Downstream refining + petrochem (Honeywell UOP+Experion, Aveva+PI, Emerson AspenTech $9.6B tender Jan-2025, Yokogawa+KBC 2016+PAS 2020, ABB Symphony Plus). (d) OFS-digital + methane-MRV + carbon-markets + OT-ICS-cyber + off-take + first-EPA OOOOb/OOOOc Mar-2024+WEC Nov-2024+MERP IRA Sec-136+PHMSA Mega Rule Parts 1+2+3+TSA Pipeline SD-2021-01/02+SD-2022-01 Renewal 2024+NERC CIP-015 INSM Jun-2024+EU Methane Regulation 2024/1787 May-2024+EU CBAM Q4 2025-2026+OGMP 2.0 Gold Standard+MiQ methane-certified-gas+GTI Veritas Methane Protocol Nov-2022+API RP 1173 Pipeline SMS+API RP 1160/1170/1171+ISA-99/IEC 62443+NIST 800-82 Rev 3 OT+CISA CPGs+SPE-PRMS 2018+SEC Reserves Rule 2010+IPIECA 4th Ed 2020+ISSB S1/S2+ISO 14064+ISO 55001+FuelEU Maritime Jan-2025+EU ETS Maritime Jan-2024+California LCFS+Canada Clean Fuel Regulations Jul-2023+OFAC Russia Price Cap+EU Russia Sanctions Package 15+FCPA+UK Bribery Act discipline day-one (Kayrros+Descartes Labs+Planet Labs+MethaneSAT 2024-loss-Jun-2025 cautionary, GHGSat+OGCI 2023, Orbio Earth+Lowercarbon 2023, LongPath+ARPA-E 2023, MiQ, Project Canary+Insight 2022+Q3 2024 layoffs cautionary, Xpansiv-EEX 2022+CBL, ClimeCo+Warburg 2023, Anew Climate+Bluesource 2022, Sylvera+Insight+Salesforce 2023, BeZero+Molten 2023, Dragos+Koch+ExxonMobil 2021+Q3 2024 restructure cautionary, Claroty+Rockwell+Medigate 2021, Nozomi+Honeywell 2021, Armis+Insight 2020+2024 layoffs cautionary, TXOne-Trend Micro 2019, SCADAfence-Honeywell 2023, Xage+Piva+Chevron Tech Ventures 2023, Mission Secure+EIP 2022, Waterfall, OPSWAT). Cautionary: MethaneSAT-loss Jun-2025+Project Canary Q3 2024 layoffs+Armis 2024 layoffs+Dragos Q3 2024 restructure+SEC Climate Disclosure Mar-2024 stayed.

Frequently asked questions

How much active-wells + connected-assets + tags/sec + models-in-production + $ACV + net-ARR + first-SLB Delfi-Petrel-Techlog-OLGA-INTERSECT/Halliburton Landmark-DecisionSpace 365-iEnergy/Baker Hughes Leucipa-JewelSuite-C3.ai JV wound-down Q3 2024/Weatherford ForeSite-Vero/NOV Max-RigSense-eVolve/Emerson Paradigm-AspenTech $9.6B tender Jan-2025-Roxar/Aveva-Schneider Jan-2023 £9.5B-PI-OSIsoft 2021 $5B/Honeywell UOP-Experion-Q3 2024 GBER split-2026/ABB Ability Genix-B&R/Yokogawa-KBC 2016-PAS 2020/Enverus-Genstar 2021-Rextag 2023-OFS Portal 2023-MineralAnswers 2024/Peloton WellView/Quorum-Thoma Bravo 2018-TietoEVRY 2020-Aucerna 2020/Kayrros-Descartes Labs-Planet Labs-MethaneSAT 2024-loss-Jun-2025/GHGSat-OGCI 2023/Orbio Earth-Lowercarbon 2023/LongPath-ARPA-E 2023/MiQ/Project Canary-Insight 2022-Q3 2024 layoffs/Xpansiv-EEX 2022-CBL/Sylvera-Insight-Salesforce 2023/BeZero-Molten 2023/Corva-Insight-Petronas 2023/Seismos-ExxonMobil 2022/DarkVision-Chevron Tech Ventures 2022-Halliburton partnership 2024/H&P AutoSlide-FlexRig/Nabors SmartSuite-Canrig/Dragos-Koch-ExxonMobil 2021-Q3 2024 restructure/Claroty-Rockwell-Medigate 2021/Nozomi-Honeywell 2021/Armis-Insight 2020-2024 layoffs/TXOne-Trend Micro 2019/SCADAfence-Honeywell 2023/Xage-Piva-Chevron Tech Ventures 2023/Mission Secure-EIP 2022/Waterfall/OPSWAT/Rebellion Photonics-Honeywell 2019/SeekOps-Equinor-OGCI 2023/Silvertown-Baker Hughes 2023/Venture Global $VG IPO Jan-2025/Cheniere/NextDecade Rio Grande FID Jul-2023/Sempra Port Arthur/Tellurian-Woodside Q3 2024 partnership + EPA OOOOb/OOOOc Mar-2024/EPA WEC Nov-2024/MERP IRA Sec-136/PHMSA Mega Rule Parts 1+2+3/PHMSA Rupture Mitigation Valve Rule Apr-2022/TSA Pipeline SD-2021-01/02+SD-2022-01 Renewal 2024/NERC CIP-015 INSM Jun-2024/EU Methane Regulation 2024/1787 May-2024/EU CBAM Q4 2025-2026/OGMP 2.0 Gold Standard/MiQ methane-certified-gas/GTI Veritas Methane Protocol Nov-2022/API RP 1173 Pipeline SMS/API RP 1160/1170/1171/ISA-99-IEC 62443/NIST 800-82 Rev 3 OT/CISA Cross-Sector CPGs/SPE-PRMS 2018/SEC Reserves Rule 2010/IPIECA 4th Ed 2020/ISSB S1/S2/ISO 14064/ISO 55001/FuelEU Maritime Jan-2025/EU ETS Maritime Jan-2024/California LCFS/Canada Clean Fuel Regulations Jul-2023/OFAC Russia Price Cap/EU Russia Sanctions Package 15/FCPA/UK Bribery Act discipline do AI Oil & Gas startups need for Series A in 2026?
Series A gate: 100-10k active-wells + 1k-100k connected-assets + 100k-100M tags/sec + 10-1,000 models-in-production + $100k-$2M $ACV + $3-30M net-ARR + one anchor-super-major-or-NOC-or-midstream-or-refiner-or-LNG-terminal-off-take + first EPA OOOOb/OOOOc Mar-2024-or-WEC Nov-2024-or-MERP IRA Sec-136-or-PHMSA Mega Rule-or-TSA Pipeline SD-or-NERC CIP-015 INSM Jun-2024-or-EU Methane Regulation 2024/1787 May-2024-or-EU CBAM Q4 2025-2026-or-OGMP 2.0 Gold Standard-or-MiQ methane-certified-gas-or-API RP 1173-or-ISA-99/IEC 62443-or-NIST 800-82 Rev 3 OT-line, plus SPE-PRMS 2018+SEC Reserves Rule 2010+IPIECA 4th Ed 2020+ISSB S1/S2+ISO 14064+ISO 55001+NIST AI RMF+ISO 42001 Dec-2023+FCPA+UK Bribery Act+OFAC Russia Price Cap+EU Russia Sanctions Package 15+California LCFS+Canada Clean Fuel Regulations Jul-2023+FuelEU Maritime Jan-2025+EU ETS Maritime Jan-2024 discipline day-one. Cautionary comps: Baker Hughes-C3.ai JV wound-down Q3 2024, MethaneSAT loss Jun-2025, Project Canary Q3 2024 layoffs, Armis 2024 layoffs, Dragos Q3 2024 restructure, ION Geophysical Ch-11 2022, Tellurian-Woodside Q3 2024, Honeywell Q3 2024 GBER split-2026, Emerson-AspenTech $9.6B tender Jan-2025.
What's the anchor customer + methane-MRV + OT-cyber + off-take contract shape investors expect?
Investors want: (1) named super-major (Exxon, Chevron, Shell, BP, TotalEnergies, Equinor, Eni, ConocoPhillips) OR NOC (Saudi Aramco, ADNOC, Petrobras, Petronas, PEMEX, PetroChina, Sinopec, CNOOC) OR midstream (Enterprise, Energy Transfer, Enbridge, Kinder Morgan, Williams, ONEOK, TC Energy, Plains) OR LNG (Cheniere, Venture Global, NextDecade, Sempra) OR refiner (Marathon, Valero, Phillips 66, HF Sinclair, PBF) MSA with a 2+ year term and MERP/WEC/OGMP-linked KPIs; (2) methane-MRV path documented against EPA OOOOb/OOOOc Mar-2024, EPA WEC Waste Emissions Charge Nov-2024, EU Methane Regulation 2024/1787 May-2024, OGMP 2.0 Gold Standard, MiQ certified-gas, GTI Veritas Nov-2022, with satellite+aerial+continuous-monitoring reconciliation (Kayrros/GHGSat/MethaneSAT-loss Jun-2025 cautionary/Orbio/LongPath/SeekOps/Project Canary/Rebellion Photonics-Honeywell 2019); (3) OT-cyber posture against TSA Pipeline SD-2021-01/02+SD-2022-01 Renewal 2024, NERC CIP-015 INSM Jun-2024, ISA-99/IEC 62443, NIST 800-82 Rev 3 OT, CISA Cross-Sector CPGs, with Dragos/Claroty/Nozomi/Armis/TXOne/SCADAfence/Xage/Mission Secure/Waterfall/OPSWAT sensor coverage; (4) reserves+production accounting per SPE-PRMS 2018, SEC Reserves Rule 2010, COGEH, NI 51-101; (5) sanctions+FCPA+UK Bribery Act+OFAC Russia Price Cap+EU Russia Sanctions Package 15 diligence. Missing any single item is a downround signal in 2026.
How do the AspenTech-Emerson, Aveva-Schneider, Honeywell split, Baker-C3.ai wind-down, and MethaneSAT loss reshape the 2026 cap-table?
Emerson-AspenTech $9.6B tender-offer Jan-2025 consolidates process-optimization+APM+MES under a single owner and squeezes point-solution ARR; Aveva-Schneider take-private Jan-2023 £9.5B + PI-OSIsoft 2021 $5B locked the industrial-data-historian layer; Honeywell Q3 2024 GBER split-2026 announcement creates a distinct Automation pure-play with UOP+Experion+Forge cross-sell; Baker Hughes-C3.ai JV wound-down Q3 2024 is the cautionary tale for generic-AI-in-oilfield without domain physics; MethaneSAT loss Jun-2025 (EDF+NZ Space Agency) removes one satellite tier and raises the bar for aerial+continuous-monitoring reconciliation; Tellurian-Woodside Q3 2024 acquisition and Venture Global $VG IPO Jan-2025 volatility (post-IPO drop) reprice LNG-terminal-optimization ACVs. Founders should model a 40-60% ACV compression against these incumbents' bundled offerings and price on avoided-MERP-fee + WEC-avoidance + PHMSA-fine-avoidance + NERC-CIP-fine-avoidance instead of seat-based SaaS.

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