Resources
What we have learned, in the field
Case studies, white papers and use cases from operations running on Avathon, plus company news and where to find us next.
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- Autonomy and the Case for Industrial Health and SafetyFor as long as there has been work to be done, there have been hazards associated with doing it. Whether these hazards take the form of falls, interactions with vehicles and heavy equipment, or exposure to chemicals or other substances, a critical challenge of modern industrial organizations across the globe is ensuring the safety of workers and individuals living near industrial sites and workplaces. With the emergence of artificial intelligence (AI) in recent decades, industry leaders are now employing this technology in a wide range of ways to further minimize health, safety, and environmental (HSE) risks, enhancing worker safety while maximizing productivity.
- Why Data Quality is the True Engine of AI SuccessIn boardrooms across the globe, Artificial Intelligence (AI) is being lauded as the single greatest transformation engine for efficiency, resilience, and competitive advantage in a generation in supply chain. Yet, for every success story, the reality is stark: 95% of enterprise AI projects are a complete failure, representing billions of dollars being “lit on fire” with no measurable return on investment. This profound gap between promise and reality has one single, non-negotiable cause: a broken foundation rooted in low-quality data. To move past this crisis, supply chain leaders must shift their focus from the complex AI algorithms to the simple truth: data is the lifeblood of the modern supply chain.
- Energy and AI: Powering Up IntelligenceFresh off Reuters EnergyLIVE 2025 in Houston, we’re still digesting everything we heard and learned about the current state of the energy industry and the issues on the minds of industry leaders. Key challenges and opportunities of course vary depending which industry you happen to work for (oil and gas, electric power, renewables), but there are definitely some consistent themes that emerged from our discussions with line-level managers and executives from these verticals. It will not come as a surprise to hear that top issues center around operating and capital costs, particularly given the parlous state of the economy throughout much of this year and prospects for the coming year.
- AI Powers Operating Performance in the Oil and Gas IndustryThe oil and gas industry faces profound challenges due not only to the rapid growth in renewable energy and EVs, but also the accelerating pace of technology. AI creates immense value in the operating areas unique to each major energy sector, but there is also significant opportunity for value creation that spans the full oil and gas value chain. Avathon’s Autonomy Platform for Oil and Gas Operations leverages the operating data that upstream, midstream, and downstream operators possess and turns that information into valuable insights that maximize asset performance, production outputs, and worker safety, all using the power of AI.
- Artificial Intelligence—A Prescription for Industrial Asset Performance OptimizationIndustrial companies spend billions annually purchasing, operating, and maintaining capital-intensive assets. Whether it’s oil platforms, manufacturing plants, power generation equipment, or wind turbines, the challenge is the same: keep your assets producing as economically and for as long as possible while driving maintenance costs down and ensuring product quality remains high. In years past that meant lots of preemptive maintenance to hedge against the possibility of asset failure, maintenance that in many cases was actually unnecessary and incurred undue costs, both in terms of work performed and productivity lost during that work.
- Avathon Launches Autonomous Intelligence for Energy OperationsPLEASANTON, Calif. – December 2, 2025 – Avathon, a leader in Autonomy for Operations, is expanding its collaboration with Google Cloud to accelerate the energy sector’s transition to intelligent, autonomous operations. The partnership will advance Avathon’s Autonomy Platform, a unified AI solution, with Google Cloud’s scalable infrastructure and leading AI tools, including Vertex AI and Gemini Enterprise. This platform connects data, decisions, and execution to unlock new levels of operational intelligence, asset resilience, and sustainability for companies in oil and gas, utilities, and renewable energy.
- AI Drives Opportunity in South AsiaThe Asian subcontinent—and India in particular—presents vast and unique opportunities for Artificial Intelligence (AI) due to the area’s scale, diverse population, and strong government focus on digital transformation. Three specific industry verticals—manufacturing, aerospace, and energy—offer especially immense opportunities to leverage AI’s capabilities, supported by government initiatives like the “Make in India” and “Production Linked Incentive” schemes, as well as a strong focus on transitioning to Industry 4.0. AI is critical to these industries for its ability to improve product/service quality, lower operating and capital costs, and increase global competitiveness.
- Avathon Awarded Army VIPER Contract to Deliver Next-Gen Contested Logistics CapabilitiesPLEASANTON, CA–November 19, 2025 – Avathon, a leader in applying cutting-edge dual-use technology to complex defense challenges, announced today it has been awarded a two-year, $5 million contract through the U.S. Army. The contract calls for the rapid, continued development of VIPER, a commercially-based product that addresses the Army’s most pressing challenges in Contested Logistics.
- Artificial Intelligence Optimizes MRO Operating PerformanceAvathon harnesses the power of AI to turn today’s MRO practices from statically planned and reactive to dynamically planned and proactive. Autonomy for MRO Operations enables users to rapidly detect emerging issues, prescribe the most effective actions, and align the entire maintenance ecosystem in real time. Autonomy for MRO’s wide-ranging feature set equips asset managers—whether aircraft, vehicles, manufacturing equipment, or energy providers—to extract the most value from their asset base while minimizing recurring and capital costs.
- Global Trade Management Demands World Class Autonomous CapabilitiesGlobal trade management regulations are a constantly moving target. In a trade environment as complex and fast-changing as the current one, the ability to quickly and flexibly adapt to changes is key to commercial success. Supply chains span international boundaries, and every decision on classification or tariff optimization includes potential compliance risk. Products must be delivered on time, in the required quantities, and at the expected cost. Avathon Autonomy for Global Trade Management delivers on these unflinching demands.
- White paper: Artificial intelligence is the future of performance excellence in Oil and Gas operationsThe Avathon Autonomy Platform for Oil and Gas unifies data, machine learning, and intelligent agents to help operators maximize production, anticipate failures, and adapt to market volatility—delivering measurable improvements in uptime, efficiency, and profitability.
- Keeping Aviation Assets Airborne in Turbulent TimesAvathon’s Autonomy for Aerospace Operations is an integrated artificial intelligence (AI) platform that analyzes supply chain, manufacturing, and maintenance data, delivering actionable recommendations that enable coordinated decision-making across the full range of end-to-end aerospace processes. By leveraging the full power of AI, leaders in the aerospace industry turn complexity into operational advantage—connecting manufacturing, maintenance, and supply chain data to better manage resource constraints, quality challenges, and parts availability for production or in-service fleets.
- Forcing the Pivot: What the End of De Minimis Means for Logistics ProvidersThe suspension of the de minimis exemption (Section 321) is a monumental shift for logistics providers—from giant express carriers like FedEx and UPS to the thousands of global freight forwarders—whose business models were optimized around high-volume, frictionless small parcels. The end of duty-free, minimal-paperwork entry is forcing a profound pivot from a speed-and-volume focus to a compliance-and-data-first approach. With the advances in AI, especially natural language processing and large language models, the industry can effectively deal with these changes.
- White paper: World-Class Performance in Aerospace OperationsAvathon’s new white paper describes an industry transforming platform built to optimize the performance of aerospace operations organizations: Avathon’s Autonomy for Aerospace Operations.
- White paper: Artificial intelligence is the future of performance excellence in Global Trade Management.Avathon’s latest white paper presents an innovative new platform for optimizing the performance of your international trading processes: Avathon’s Autonomy for Global Trade Management.
- Avathon Launches Autonomy for Aerospace OperationsAutonomy has moved beyond the cockpit to the factory floor, the hangar, and the supply chain—transforming Aerospace Operations. Avathon today announced the launch of Autonomy for Aerospace Operations, a unified AI and knowledge platform that connects manufacturing, supply chain, and maintenance data to drive coordinated decision-making across the aerospace lifecycle.
- White paper: Artificial intelligence drives operational performance excellence in MROAvathon Autonomy for MRO is a groundbreaking approach to asset maintenance, repair, and overhaul. It shows how the platform unifies and analyzes enterprise data to forecast failures and recommend actions, automates MRO planning and optimization, and leverages both historical and real-time insights to proactively manage exceptions and disruptions.
- Agentic AI Amplifies Success in Logistics PlanningGrowth in global maritime logistics is forecast to grow at about 2.4% annually through the end of the decade according to the UN Conference on Trade and Development (UNCTAD). And growth across all global logistics is expected to increase at a CAGR of 7.2% from 2025 – 2030, according to a recent report by Grand View Research. But these growth projections have a counterpoint: The sector faces powerful headwinds in the never-before-experienced geopolitical challenges of tariff volatility, embargoes, war, and piracy—resulting in strategic gamesmanship being played out across global supply chains.
- Avathon Launches AI-Powered Classification for Global Trade ManagementLivingston International partners with Avathon to drive AI-powered classification, creating a new standard for speed, quality, and confidence in global trade management Pleasanton, CA — October 9, 2025 — Avathon, the leader in Autonomy for Operations, today announced the launch of its AI-powered Global Trade Management (GTM) solution, built on the Avathon Autonomy Platform.
- Effective Data Management plus Integrated Asset Models Define Performance SuccessReframing the Industrial AI Frontier: Verdantix Green Quadrant 2025 Verdantix has released its latest Green Quadrant: AI Analytics Software 2025, a comprehensive benchmark of how leading industrial AI platforms are redefining performance, reliability, and autonomy across global operations. Among the nineteen vendors evaluated, Avathon was positioned as a Challenger—a designation that reflects both the strength of our platform’s foundation and the pace at which we’re advancing the frontier of applied industrial intelligence.
- White paper: Artificial intelligence is the future of operational excellence in logistics planningGlobal logistics faces mounting uncertainty from tariff volatility, geopolitical tensions, and volatile fuel prices, alongside the rising complexity of globally distributed fleets. Avathon’s Autonomy for Logistics Planning integrates AI-driven forecasting, optimization, and decision support to unify fleet operations, cut costs, reduce disruptions, and improve profitability for shippers and asset operators.
- The Symbiotic Nexus: Decision Intelligence and Decision Execution Platforms in the Modern Supply ChainAuthor: Bart A. De Muynck — Advisor, Avathon The relentless pace of global commerce, amplified by unprecedented disruptions like tariffs, geopolitical shifts, and volatile consumer demands, has solidified supply chain agility as the ultimate competitive differentiator. What began as a simple quest for real-time visibility—a digital dot on a map—has rapidly evolved into a sophisticated pursuit of Decision Intelligence Platforms (DIPs) and, increasingly, their symbiotic partners: Decision Execution Platforms (DEPs). These two technological pillars are fundamentally reshaping how businesses navigate complexity, not just through insights but through automated action, paving the way for truly autonomous supply chains.
- White paper: Next-Generation Operational Excellence for RenewablesThe renewable energy sector is growing rapidly but faces mounting complexity across diverse assets and data systems. Avathon’s Autonomy Platform provides intelligent automation, predictive maintenance, and hyper-accurate forecasting to cut costs, reduce downtime, and maximize returns for renewable operators.
- Avathon Launches AI Platform Delivering Autonomy for Operations in Liquid Bulk LogisticsProven with one of the world’s largest oil and gas vessel fleets, now transforming planning and execution across all liquid bulk logistics operations PLEASANTON, CA-September 24, 2025— Avathon today announced Autonomy for Logistics Planning, built with proven AI optimization technology for liquid bulk logistics.
