Customer Data License and AI Training Authorization

For purposes of this Agreement:

Customer hereby grants to Finjo and its affiliates, successors, assigns, contractors, licensors, service providers, technology partners, and subcontractors a worldwide, perpetual, irrevocable, transferable, sublicensable, royalty-free, fully paid-up license to:

• Collect, receive, access, host, store, reproduce, copy, process, modify, adapt, translate, transform, analyze, distribute, display, transmit, disclose, and otherwise use Customer Data
• Extract information, classifications, attributes, skills, employment history, hiring indicators, industry insights, and other intelligence from Customer Data
• Create Derived Data, Aggregated Data, De-Identified Data, statistical datasets, benchmarking datasets, market intelligence datasets, and recruitment intelligence datasets
• Utilize Customer Data in connection with the operation, maintenance, development, commercialization, enhancement, support, security, testing, optimization, and promotion of Finjo's products and services
• Use Customer Data for research, analytics, model development, algorithmic improvement, product enhancement, and business intelligence purposes
• Combine Customer Data with publicly available, licensed, purchased, partner-supplied, or third-party data sources

The rights granted under this section shall survive termination of this Agreement and remain effective indefinitely.

Customer expressly authorizes Finjo to use Customer Data, including resumes, candidate information, candidate profiles, hiring outcomes, placement information, recruiter activity data, and related metadata, for purposes of:

• Training artificial intelligence systems and machine learning models
• Improving existing AI models and developing new AI models
• Creating predictive hiring models and building recruitment intelligence databases
• Improving lead generation accuracy and developing candidate matching systems
• Improving search, ranking, recommendation, classification, and scoring algorithms
• Developing future products, services, and technologies

Customer acknowledges that AI systems may incorporate learnings, patterns, parameters, weights, vectors, embeddings, and statistical relationships derived from Customer Data.

Customer acknowledges and agrees that Finjo shall exclusively own:

• All AI Assets and Derived Data
• All Aggregated Data and De-Identified Data
• All benchmarking, market intelligence, hiring intelligence, and recruitment intelligence datasets
• All machine learning outputs, algorithms, models, embeddings, vector representations, taxonomies, classifications, scoring methodologies, rankings, and analytical outputs generated by the Services

To the fullest extent permitted by law, Customer irrevocably assigns to Finjo any rights that may arise in such materials.

Customer acknowledges and agrees that:

• Customer Data may become incorporated into AI Assets
• Once incorporated into AI Assets, Customer Data cannot reasonably be isolated, extracted, or removed from model parameters
• Deletion of Customer Data shall not require Finjo to retrain, modify, rebuild, alter, or destroy existing AI Assets

Customer expressly waives any claim requiring Finjo to retrain, reverse engineer, modify, or remove historical learning derived from Customer Data.

Following termination or expiration of the Services:

• Finjo may delete Customer Data in accordance with its retention policies
• Finjo may retain Derived Data, Aggregated Data, De-Identified Data, AI Assets, machine learning outputs, analytics, and historical intelligence generated from Customer Data
• Rights granted under this Section shall survive indefinitely

Customer acknowledges that Finjo may utilize Derived Data, Aggregated Data, De-Identified Data, AI Assets, recruitment intelligence, hiring intelligence, benchmarks, market analytics, predictive models, and machine learning outputs for any lawful commercial purpose. Such purposes may include lead generation services, recruitment intelligence services, analytics products, benchmarking products, AI-powered recruitment products, future software products, data products, research products, licensing arrangements, and strategic partnerships.

Customer shall not be entitled to any royalty, revenue share, compensation, ownership interest, or other payment arising from such commercialization.

Customer represents and warrants that:

• It possesses all necessary rights, permissions, authorizations, and lawful bases to grant the licenses described herein
• Customer Data has been collected and processed in compliance with applicable laws
• Customer Data may lawfully be provided to Finjo for the purposes described in this Agreement

Customer shall defend, indemnify, and hold harmless Finjo against any claim, investigation, regulatory action, fine, penalty, or liability arising from a breach of the foregoing representations.

The parties intend that this Section be interpreted broadly to maximize Finjo's rights to utilize Customer Data, Derived Data, AI Assets, and related technologies to the fullest extent permitted under applicable law. Any ambiguity shall be interpreted in favor of preserving Finjo's rights under this Section.