AMG Lithium — part of AMG Critical Materials N.V. (~3,600 employees worldwide). Name and brand used with permission.
Engagement
In 2025, Brainiall delivered AI solutions for AMG's strategic minerals operations (lithium).
Scope
Engagement details under NDA. AMG Lithium operates across the lithium value chain — from spodumene mining in Brazil to battery-grade lithium hydroxide in Germany.
Named customer · 2025Brainiall's second publicly named engagement — strategic minerals, 2025.
Manual process control limiting throughput and consistency. Operators unable to maintain optimal parameters across shifting ore conditions 24/7.
Solution
AI Autopilot deployed for real-time process optimization. 25-day controlled test (Jan 10 - Feb 5, 2024) alternating AI vs manual control in 48-hour cycles. Partnership with SoftwareOne on AWS cloud infrastructure.
+6% throughput: 435 t/h (AI) vs 412 t/h (manual)Est. 2,694 additional ounces/year → ~$781K incremental annual profit (net of AISC). Pilot published in Brasil Mineral Magazine (Issue 441, July 2024). Results may vary with ore grade and operating conditions.