Use Case #1 - Solid-State Battery Technology Startup

• Enhance visibility into cathode/anode/solid electrolyte combinations investigated by different companies for specific applications. This information is used by R&D, the IP department, marketing and sales (Solid-State Li-Ion Battery Innovation & Patent Review).
• Keep up-to-date every 3 weeks on new commercially relevant patents.
• Understand and apply the concept of ML-based patent search.

Use Case #2 - Anode Material Technology Startup

• Understand the current state-of-the-art to come up with next generation innovations.
• Prepare for a future VC financing round (Li-Ion Battery High Energy Anode Innovation & Patent Review):
  - competitive innovation environment
  - technology decision tree
  - projected process diagrams for key protagonists
  - deep dive - graphene in high energy anodes
• Keep up to date every three weeks on how different branches in the decision tree are being further elaborated in novel patent filings.

Use Case #3 - Cathode Material Manufacturer

• Improve understanding of the cathode material supply chain and IP licensing agreements (Li-Ion Battery High Energy Cathode Innovation & Patent Review).
• Identify promising R&D areas to move beyond the state-of-the-art and avoid commoditization.
• Make specific investigations with the ML-based patent search tool, including with keywords entered in Mandarin.

Use Case #4 - Fortune Global 500 Automotive Supplier

• Understand the implications of various solid-state Li-ion battery chemistries on future battery packs and the electric powertrain (Solid-State Li-Ion Battery Innovation & Patent Review).
• Benefit from support that is provided directly by the content author.
• Keep up to date every three weeks on the latest key inventions in the patent literature.

Use Case #5 - Academic Solid-State Battery Research Consortium

• Understand with the help of the Solid-State Li-Ion Battery Innovation & Patent Review how both science and engineering inventions are necessary to define a novel, competitive solid-state battery technology that can be transferred to an industrial partner.
• Keep up to date every three weeks in a time-efficient manner on key inventions that represent an advancement of the state-of-the-art.
• Get familiar with the novel concept of ML-based patent search and screening.