Closing the loop across materials, manufacturing, performance, and supply chains For most of its modern history, the battery industry has moved forward in a fairly predictable, linear sequence. New materials are developed. Cells are designed around them. Factories are built. Products are shipped. Problems are discovered later, usually in the field, and lessons are fed …
Can AI Unlock Smarter Packs and Longer Battery Lifetimes? For much of the last decade, battery innovation was dominated by cell chemistry. Energy density, and cycle life. Cost improvements were largely driven by manufacturing scale. Today, that bottleneck is shifting. In many applications, particularly electric vehicles and grid-scale storage, individual cell performance has been maximized …
Can AI Reinvent Cell Formation and Quality Assurance? Formation is often described as the heart of lithium‑ion battery manufacturing. It is the first time a cell is charged, the moment when its interphase begins to form, and the step where latent defects tend to reveal themselves. It is also one of the most expensive and …
Can AI Bring Precision to the Chaos of Battery Manufacturing? The leap from laboratory innovation to gigafactory production is one of the hardest transitions in the battery value chain. Between powder and pack lies a complex choreography of physical processes. From slurry mixing, electrode coating, and calendaring to stacking, winding, electrolyte filling, and sealing. Each …
The world is entering a new era of clean energy, and lithium is at the center of this transformation. EnergyX is pioneering Direct Lithium Extraction (DLE) technology, enabling faster, more sustainable lithium production to meet the growing demand from electric vehicles, renewable energy storage, and global electrification efforts. What Is Direct Lithium Extraction? Direct Lithium …
The global energy transition is accelerating, and lithium has become one of the most important materials shaping the future of transportation, power generation, and energy storage. Once a niche industrial mineral, lithium is now at the center of electric vehicle growth, renewable energy expansion, and grid-scale battery storage. As demand rises across multiple industries, the …
Artificial intelligence is transforming nearly every industry, from healthcare to finance to transportation. But behind the sleek interfaces and breakthrough models lies an overlooked truth: AI runs on massive amounts of power. And increasingly, the material making that possible is lithium. The AI Energy Challenge AI models require staggering amounts of electricity to train and …
I’ve always been a believer that every application has a theoretically best-suited battery chemistry. Lithium is not the answer for every use case, and it never will be. For years, I was a strong supporter of sodium batteries as a potential alternative. On paper, they offered a compelling path with abundant raw materials, lower costs, …
Can AI Accelerate Battery Materials Discovery? In battery innovation, many of the biggest breakthroughs have come not from new engineering tricks, but from the discovery and development of better materials. LiFePO4, for example, defied the prevailing understanding of lithium insertion mechanisms at the time of its discovery, yet went on to reshape the industry. More …
Can AI Optimize Raw Material Processing? Or Just Help Us Understand It Better? Mining gets most of the attention, but it’s what happens after you pull material from the ground that really determines whether it becomes something useful. Raw material processing is where chemistry, variability, and scale collide. It is where things can get very …