Description

A focused course, tailored for you

Building Battery Materials Manufacturing Execution and AI Integration (Silicon Anode + Cathode + Cell + Pack + GWh Scale + IATF + ISO + Cybersecurity + Energy Optimisation)

Build the battery materials manufacturing execution and AI integration capability in 10 weeks. Silicon anode + cathode + cell + pack + GWh scale + IATF + ISO + cybersecurity + energy optimisation.

Battery materials manufacturers face GWh-scale-up complexity: silicon anode + cathode + cell + pack manufacturing execution, IATF 16949 + ISO 9001 + ISO 14001 + ISO 45001 + ISO 50001 alignment, cybersecurity under IEC 62443, energy optimisation, and customer engagement. Engineers who build the integrated capability take the senior platform work. Here is the 10-week build.

$199 one-time

Tailored to your situation. Access within 24 hours. 30-day money-back.

Includes a hand-built implementation playbook delivered alongside course access, generated for your specific situation.

Why this course

Battery materials manufacturers (at Sila Nanotechnologies, Group14 Technologies, Nexeon, OneD Battery Sciences, Amprius Technologies, Enovix, SES AI, QuantumScape, Solid Power, Cuberg, Ionic Mineral Technologies, Sienzo Power, Soteria Battery Innovation Group, 24M Technologies, Conamix, NanoGraf, Northvolt, ACC Automotive Cells Company, ProLogium, Verkor, InoBat, Britishvolt legacy, Freyr Battery Norway, ESS Inc, Form Energy, Antora Energy, Energy Vault, ESS Tech, Cellcube, EnerVenue, Highview Power, EnergyVault, Malta Inc, Hydrostor, EnerVenue, Ambri Inc, Eos Energy Enterprises, Stryten Energy, Microvast Holdings, Ascend Performance Materials, BTR New Material Group, Ningbo Shanshan, SDI, LGES, CATL Contemporary Amperex Technology, BYD, EVE Energy, Gotion High-Tech, SVOLT Energy Technology, Farasis Energy, Hithium Energy Storage, Sunwoda Electronic, REPT Battero Energy, AESC AESC Energy Saving Energy Vault) face GWh-scale-up complexity in 2024-2026.

Silicon anode manufacturing execution (Sila-style silicon anode, Group14-style silicon anode, Nexeon-style silicon anode, OneD-style silicon anode), cathode manufacturing execution (NMC variants, LFP, LMFP, sodium-ion, sulphur-based, lithium-air, lithium-sulphur), cell manufacturing execution (pouch + prismatic + cylindrical 18650 / 21700 / 4680), pack manufacturing execution, MES (Manufacturing Execution System) selection (Siemens Opcenter, Rockwell PharmaSuite legacy now Plex, AVEVA MES, Honeywell Forge, Critical Manufacturing, Aegis Industrial Software, in-house), GWh-scale-up complexity (capacity-ramp framework, yield-optimisation framework, cost-curve framework, customer-qualification framework), IATF 16949 automotive quality alignment, ISO 9001 + ISO 14001 + ISO 45001 + ISO 50001 alignment, cybersecurity under IEC 62443 IACS framework, energy optimisation (per-furnace energy modelling, demand-response integration, on-site renewables integration, microgrid integration), AI quality applications (AI for in-process quality monitoring, AI for cathode + anode + cell + pack defect detection, AI for yield optimisation, AI for predictive maintenance, AI for production scheduling, AI for energy optimisation), customer engagement (OEM qualification, Tier-1 qualification, supply-chain transparency under EU Battery Regulation, US IRA + 30D + 45X qualification framework), and engagement economics that work for GWh-scale customers all need to land at the engineering layer.

Engineers who build the integrated capability take the senior platform work. Engineers who stay on classic kg-scale R&D-only patterns watch the senior work shift to peers.

This course teaches the 10-week build of battery materials manufacturing execution and AI integration: MES framework, GWh-scale-up framework, IATF + ISO framework, cybersecurity framework, energy optimisation framework, AI quality framework, customer engagement framework, and the executive engagement model. Twelve modules with deliverables. Plus a hand-built implementation playbook for your specific platform.

What you walk away with

A documented MES framework.
A GWh-scale-up framework.
An IATF + ISO framework.
A cybersecurity framework.
An energy optimisation framework.
An AI quality framework.
A customer engagement framework.
An executive engagement model.
A 10-week build plan.

The 12 modules

Module 1. Battery materials manufacturing landscape 2026

Detailed walkthrough of the battery materials manufacturing landscape in 2026: silicon anode landscape (Sila Nanotechnologies, Group14 Technologies, Nexeon, OneD Battery Sciences, Amprius Technologies, Enovix), cathode landscape (NMC variants, LFP, LMFP, sodium-ion, sulphur-based, lithium-air, lithium-sulphur), cell-and-pack landscape (Northvolt, ACC Automotive Cells Company, ProLogium, Verkor, InoBat, Freyr Battery Norway, Tesla, CATL, BYD, LGES, SDI, EVE Energy, Gotion High-Tech, SVOLT Energy Technology, Farasis Energy, Hithium Energy Storage, Sunwoda Electronic, REPT Battero Energy, AESC), MES vendor landscape, regulatory landscape (IATF 16949, ISO 9001, ISO 14001, ISO 45001, ISO 50001, IEC 62443, EU Battery Regulation, EU CSDDD, US IRA 30D + 45X qualification framework), and the strategic-level decisions facing engineers.

Module 2. MES framework

Build the MES framework: MES core selection (Siemens Opcenter, Rockwell Plex, AVEVA MES, Honeywell Forge, Critical Manufacturing, Aegis Industrial Software, in-house), electronic batch records (eBR) framework, recipe management framework, weigh-and-dispense framework, in-process control integration framework, equipment-and-utility integration framework, ERP-integration framework, MES-and-PLM integration framework, and the integration with broader operations technology stack.

Module 3. GWh-scale-up framework

Build the GWh-scale-up framework: capacity-ramp framework (kg → tonne → MWh → GWh), yield-optimisation framework, cost-curve framework, customer-qualification framework, ramp-up-vs-yield tradeoff framework, debottlenecking framework, and the integration with broader operations strategy.

Module 4. IATF + ISO framework

Build the IATF 16949 + ISO framework: IATF 16949 automotive quality alignment, ISO 9001 quality framework, ISO 14001 environmental management framework, ISO 45001 occupational health and safety framework, ISO 50001 energy management framework, ISO/TS 22163 IRIS for rail framework (where applicable), and the integration with broader management systems.

Module 5. Cybersecurity framework

Build the cybersecurity framework: IEC 62443 IACS cybersecurity application, IEC 62443-2-1 IACS security programme requirements framework, IEC 62443-3-3 system security requirements framework, IEC 62443-4-1 secure product development lifecycle framework, IEC 62443-4-2 component security framework, NIS2 critical-infrastructure overlap framework, OT/IT network-segmentation framework, OT-specific incident response framework, and the integration with broader cyber.

Module 6. Energy optimisation framework

Build the energy optimisation framework: per-furnace energy modelling framework, per-process energy modelling framework, demand-response integration framework, on-site renewables integration framework (solar PV, on-site wind, on-site storage), microgrid integration framework, energy-storage-on-site framework, and the integration with broader sustainability strategy.

Module 7. AI quality framework

Build the AI quality framework: AI for in-process quality monitoring framework, AI for cathode + anode + cell + pack defect detection framework, AI for yield optimisation framework, AI for predictive maintenance framework, AI for production scheduling framework, AI for energy optimisation framework, AI for cold-chain monitoring framework (where applicable for sodium-air or air-electrode), AI vendor due-diligence framework, and the integration with broader AI strategy.

Module 8. Supply-chain transparency framework

Build the supply-chain transparency framework: EU Battery Regulation (Regulation 2023/1542) compliance framework, EU CSDDD compliance framework, US IRA 30D + 45X qualification framework, US Inflation Reduction Act battery component requirement framework, Conflict Minerals Rule compliance framework (cobalt, lithium, manganese, nickel), OECD due diligence framework, traceability framework (digital product passport, blockchain-anchored traceability where customer-required, conventional traceability), and the integration with broader supply chain.

Module 9. Customer engagement framework

Build the customer engagement framework: OEM qualification framework, Tier-1 qualification framework, customer-CTO engagement framework, customer-CPO engagement framework, customer-Quality-Director engagement framework, customer-Sustainability-Officer engagement framework, FAE deployment framework, and the integration with broader customer engagement.

Module 10. Cost engineering framework

Build the cost engineering framework: cost-curve framework, learning-rate framework, material-cost framework, processing-cost framework, capex-amortisation framework, energy-cost framework, labour-cost framework, and the integration with broader cost management.

Module 11. Executive and board engagement

Build the executive and board engagement: CEO partnership, CTO partnership, COO partnership, CFO partnership, CQO partnership, CPO partnership, board-of-directors engagement, customer-advisory-board engagement, and the integration with broader executive cadence.

Module 12. Your 10-week build plan

Week-by-week plan with weekly deliverables. Weeks 1-2: battery materials manufacturing landscape + MES framework. Weeks 3-4: GWh-scale-up framework + IATF + ISO framework. Weeks 5-6: cybersecurity framework + energy optimisation framework. Weeks 7-8: AI quality framework + supply-chain transparency framework. Weeks 9-10: customer engagement framework + cost engineering framework + executive engagement. Deliverable: battery materials manufacturing execution and AI integration capability.

How this addresses your situation

Specific modules that map to what you said you are dealing with.

Module 1 covers the landscape.

Module 2 produces MES.

Module 3 covers GWh scale-up.

Module 4 covers IATF + ISO.

Module 5 covers cybersecurity.

Module 6 covers energy optimisation.

Module 7 covers AI quality.

Module 8 covers supply-chain transparency.

Module 9 covers customer engagement.

Module 10 covers cost engineering.

Module 11 covers executive engagement.

Module 12 covers the 10-week build plan.

What you get with this course

The 12-module course delivered as text plus downloadable templates.
Templates and worked examples for MES framework, GWh-scale-up framework, IATF + ISO framework, cybersecurity framework, energy optimisation framework, AI quality framework, supply-chain transparency framework, customer engagement framework, cost engineering framework, executive and board engagement.
A hand-built implementation playbook generated for your specific platform.
Three worked examples of battery materials manufacturing execution and AI integration capabilities at peer firms.
Scripted talking points for the customer CTO and CPO engagement.

What you will have in hand by Day 1, Week 1, Month 1

Day 1: MES framework scaffold drafted.

Week 4: GWh-scale-up + IATF + ISO designed.

Week 8: Cybersecurity + energy optimisation + AI quality + supply-chain transparency operational.

Week 10: Capability in operation.

Before and after

Before

Your platform handles classic kg-scale R&D-only patterns. GWh-scale-up complexity strains the operation. IATF + ISO alignment is reactive. AI quality applications are talked about but not deployed. Senior platform work goes to peers shipping the integrated capability.

After

A battery materials manufacturing execution and AI integration capability is in operation. MES framework, GWh-scale-up framework, IATF + ISO framework, cybersecurity framework, energy optimisation framework, AI quality framework, supply-chain transparency framework, customer engagement framework, cost engineering framework, executive and board engagement are all designed.

What happens if you do not address this

Engineers without the integrated capability miss senior platform work. EU Battery Regulation effective; US IRA 30D + 45X qualification active; customer qualification cycles tighten; NIS2 for critical infrastructure active.

Who it is for

For battery materials engineers, manufacturing engineers, MES leads, quality engineers, automation engineers, validation engineers, and senior engineering managers at battery materials and cell-and-pack manufacturers.

Who this is NOT for. Pure R&D-bench-scale roles without manufacturing scope. Engineers at firms with no battery materials business. Pure energy-storage-system-integrator roles without materials manufacturing scope.

How it arrives

Text-based course via LMS, plus downloadable templates and worked examples and the hand-built implementation playbook.

Time investment. Roughly 18 hours of reading and 200 to 400 hours of engineering effort across the 10-week build.

Why $199 is the right number

External battery materials manufacturing consultants (specialist firms like Cairn ERA Battery Consulting, Avicenne Energy, Benchmark Mineral Intelligence consulting, Adamas Intelligence, Roskill consulting now Project Blue, Wood Mackenzie Energy Transition, S&P Global Commodity Insights Battery, McKinsey Battery, BCG Battery, Bain Battery, Oliver Wyman Battery, the firm Battery, the firm Battery, the firm Battery, the firm Battery, AccentureBattery) charge $500K-$3M for manufacturing programmes. $199 buys the focused playbook plus the implementation document for your specific platform.

FAQ

Will this replace hiring a battery materials manufacturing consultant?

Partially. It teaches the integrated capability. You may still want specialist input for complex MES-platform implementation.

What if my platform is primarily silicon anode (not cathode)?

Modules 2 and 3 cover silicon anode-anchored patterns.

Does this cover solid-state batteries specifically?

Modules 1 and 3 cover solid-state patterns.

What about stationary-storage manufacturing (not EV)?

Modules 1 and 9 cover stationary-storage patterns.

What is in the implementation playbook for me specifically?

MES framework tailored to your specific platform; GWh-scale-up framework matched to your specific chemistry; a 10-week build plan.

30-day money-back guarantee. If after a week of working through the materials this is not what you needed, reply to the receipt email and a full refund is processed. No questions, no forms.

Within 24 hours your account in the learning environment is provisioned and the tailored implementation playbook is delivered alongside it.