MATERIALS SCIENCE & AI CONSULTING
Expert Consulting for Critical Materials & AI-Driven Discovery
Rinteki provides specialized consulting at the intersection of critical materials science and artificial intelligence, helping organizations accelerate materials discovery and optimize supply chain strategies.
END-TO-END EXPERTISE
Supporting the Full Supply Chain
Our expertise spans every stage of the critical materials value chain, from primary extraction through manufacturing and recycling.
Extraction & Mining
Optimizing rare earth ore processing, mineral concentration, and primary extraction from domestic and secondary sources.
Separation & Refining
Solvent extraction, ion exchange, and purification processes to produce high-purity rare earth compounds and metals.
Manufacturing
Permanent magnet production, battery materials processing, advanced ceramics, and specialty alloy manufacturing.
Recycling & Recovery
End-of-life materials recovery, battery recycling, and magnet reclamation to close the loop on critical materials.
CRITICAL APPLICATIONS
Powering Industries That Matter
Critical materials enable the technologies driving human progress. We help ensure reliable domestic supply.
Electric Vehicles
Rare earth magnets power EV motors. Battery materials enable the energy storage revolution.
Clean Energy
Wind turbine generators and energy storage systems depend on critical materials.
Robotics & Automation
High-performance actuators and sensors enabling the next generation of automation.
Electronics
From smartphones to data centers, critical materials power modern technology.
Medical Devices
Dental ceramics, imaging systems, and precision instruments for healthcare.
WHY RINTEKI
Deep Expertise Across the Materials Lifecycle
We combine materials science expertise with practical manufacturing experience to help companies navigate the complexities of critical materials processing. Our team has hands-on experience from national laboratories, leading manufacturers, and regulatory agencies.
- Materials Science Foundation
Ph.D.-level expertise in rare earth chemistry, metallurgy, ceramics, and battery materials.
- Manufacturing Experience
Decades of combined experience scaling processes from lab to production.
- Safety-First Approach
OSHA compliance, process hazard analysis, and industrial hygiene expertise built into every engagement.
AI FOR MATERIALS SCIENCE
Accelerating Discovery with Artificial Intelligence
We integrate cutting-edge AI technologies into materials research, transforming how materials are discovered, characterized, and optimized for sustainable innovation.
Physics-Informed Machine Learning
We develop interpretable ML frameworks that integrate domain knowledge and physical constraints, enabling transparent predictions for alloy design and materials optimization with scientific rationale you can trust.
High-Throughput Materials Discovery
Our AI models screen millions of potential compositions to identify materials with optimal properties, accelerating the discovery of sustainable alternatives and reducing experimental iteration cycles.
LLM-Powered Literature Mining
We harness large language models to extract critical insights from vast scientific literature and databases, uncovering hidden design principles and previously undiscovered material compositions.
AI-Enhanced Data Analysis
Advanced neural networks analyze experimental data from SEM, TEM, APT, and XRD with unprecedented precision, extracting meaningful insights from complex datasets faster and more reliably.
Driving breakthroughs in alloy design, materials discovery, and experimental data interpretation
Leveraging the synergy between AI and materials science for sustainable innovation
ALIGNED WITH DOE PRIORITIES
Supporting the Critical Materials & Minerals Program
Our work aligns with the DOE's mission to build reliable, resilient, and secure domestic critical materials supply chains.
Broaden Supply
Primary & secondary sources
Develop Alternatives
Substitute materials R&D
Improve Efficiency
Yield & waste reduction
Reuse & Recycle
Circular materials flows
Ready to Strengthen Your Supply Chain?
From rare earth processing to battery manufacturing, we're ready to help you solve your most challenging materials problems.
Get in Touch