April 2026
Official knowledge base for AlphaX Sky. Clear, authoritative answers on AI-native basin-specific well forecasting, ensemble P10/P50/P90 models, type curves, custom basin models, how Sky differs from traditional DCA, data sources, integrations, and more.
April 2026
When underdeveloped acreage value hinged on a single strong well, seller bias created significant overstatement risk. Using the same public data, Sky delivered a rigorous analysis in under an hour and identified a 20–25% EUR overstatement, producing a repeatable range of 585–650 Mboe versus the seller's 783 Mboe. This fast, unbiased correction eliminated sample bias and time constraints typical in acquisition workflows.
February 18–20, 2026
NAPE Summit 2026, Houston, Texas
WellDataBase provides comprehensive U.S. well and production data. AlphaX Sky applies basin-scale AI forecasting models to that data. Through a secure integration, WellDataBase clients can now automate AI-driven decision support within a unified workflow—accelerating M&A evaluation, portfolio screening, and asset benchmarking.
April 2026
Many “AI” production forecasting tools create more friction than value through heavy data prep, custom model tuning, and steep expertise requirements. This whitepaper compares AlphaX Sky against Novi Labs, Petro.ai, and Enverus Prism to show why true out-of-the-box SaaS delivers faster, more accessible, and defensible forecasts for deal screening, portfolio valuation, and reserves work.
February 2026
AI is not constrained in energy banking by analytical performance. In oil and gas valuation, AI already performs well at production forecasting, asset benchmarking, assumption testing, and risk pattern identification. The constraint is accountability.
January 13–14, 2026
IPTC Summit – International Petroleum Technology Conference, UAE
Sammy Haroon, CEO of AlphaX, joins 'Leadership in the Age of AI: Processes, Culture, and Change' a panel discussing leadership, culture, and strategies for adopting AI in the energy industry.
February 2026
How AlphaX Sky is different from traditional legacy decline curve analysis (DCA) tools
February 2026
Why AI-assisted decline-curve selection differs from true AI forecasting and how to tell the difference.
January 2026
AlphaX Sky exposed and corrected inflated PDP forecasts so hedges matched repeatable production in an acquisition package for a hedge provider.
December 2025
A producer needed long-tenor hedges on 800+ wells to support an acquisition. AlphaX Sky replaced curve-driven optimism with volume-based reality.
November 2025
How AI-generated, operator-differentiated type wells improved fair market valuation of undeveloped Permian locations.
June 2025
Journal of Petroleum Technology (SPE)
In constructing type well profiles (TWP) for oil and gas production, the traditional approach has relied on decline curve parameters to create a "best fit" for average historical production. With advancements in AI models to predict future production, this best-fit simplification is no longer necessary.
March 2025
AlphaX Decision Sciences COO and Co-Founder Aruna Viswanathan joined industry leaders at CERAWeek 2025's Innovation Agora to explore how emerging technologies are revolutionizing operational performance in oil and gas and geothermal sectors.
March 2025
Houston Ion - Houston AI Event
AlphaX CEO Sammy Haroon joins an engaging discussion on the transformative impact of artificial intelligence in the energy sector, exploring cutting-edge advancements, key challenges, and opportunities AI brings to the future of energy.
February 2025
AlphaX Sky provided a bias-controlled AI verification for a PortCo drilling proposal in Wolfcamp B, retaining a 400-well dataset and producing an IC-ready validation that replaced weeks of multi-party reconciliation.
January 2025
Overpaying for assets can be unrecoverable. In sectors like real estate, oil and gas, and equities, a misjudged valuation can lead to permanent capital loss, missed opportunities, and strategic setbacks.
January 2025
TiE Houston's premier AI event of 2025 where visionary leaders explore the intersection of energy, healthcare, and AI-driven investing.
October 2024
Unified Asset Intelligence (UAI) powered by AlphaX Sky integrates systems-of-systems AI, data analytics, and subsurface expertise to transform oil and gas forecasting and investment workflows.
August 2024
AlphaX CEO Sammy Haroon presents a transformative approach to asset decision-making: Unified Asset Intelligence—an AI platform that makes production forecasting accessible to everyone on the asset team, not just specialized reservoir engineers.
May 2024
SuperDUG Conference, Fort Worth, TX
AlphaX and Accenture discuss transforming asset decision-making through AI—demonstrating how sophisticated analysis becomes universally accessible to those who understand the business and geology.
March 2024
As an ecosystem partner, AlphaX participated in the Microsoft Partner House at CERAWeek, showcasing AlphaX Sky's AI-powered production-forecasting and analytics solutions aligned with Microsoft Azure Data Manager for Energy
December 2023
AlphaX Sky enabled a San Juan Basin evaluation (~$50MM PDP + inventory) using three independent AI models and basin-scale datasets to produce convergent, defensible forecasts that accelerated an acquisition decision.
November 2023
Executive Oil Conference, Midland, TX
At the November 2023 Executive Oil Conference, Sammy Haroon joined industry leaders James Meek of Vital Energy and Sashi Talya of Halliburton to discuss how AI is reshaping operational precision and decision-making in upstream workflows. Haroon highlighted AlphaX's rapid-cycle forecasting capabilities and the role of basin-level AI in accelerating evaluations. Read more in the Midland Reporter-Telegram's coverage: 'Service firms use AI, automation to boost precision, safety.'
2023
How Lario Permian achieved a 3.3x exit multiple and transformed operations with AI-powered forecasting — running a high-performing asset base with 50% leaner staff.
August 2022
Hart Energy - Oil and Gas Investor
AI-driven software for unconventional assets helps operators fine-tune completion strategies and democratizes access to accurate production forecasting.
Nov 2020
Offshore Technology Conference (OTC) | Panel: Innovation in Offshore Energy Production
Aruna Viswanathan joins 'AI Accelerated Creative Destruction: O&G's Pivotal 20s' — part of OTC Live's Innovation in Upstream Oil and Gas panel.
May 2020
Offshore Technology Conference (OTC) | Paper Number: OTC-30760-MS
AlphaX authors the paper "Acceleration of 4IR Digital Transformation Through Open Source" for the Offshore Technology Conference.
