Patent Gap Ai
Product Manager — AI LegalTech (Patent Infringement Product)
Location: Hybrid / Remote Full-Time We’re building the next generation of AI-powered patent-infringement analysis tools, and we’re looking for an innovative, strategic Product Manager to lead this effort. This role blends product strategy, machine learning, and IP expertise to create a transformative solution for legal teams, patent attorneys, and R&D organizations. About the Role
As our Product Manager, you will drive the vision, roadmap, and execution of a new AI LegalTech product focused on patent-infringement detection, claim mapping, and portfolio risk analysis. You’ll work cross-functionally with engineering, data science, legal experts, and customers to turn complex IP workflows into intuitive, scalable technology. This is an opportunity to build a category-defining product in a rapidly growing space. What You’ll Do
Conduct deep discovery with patent litigators, in-house counsel, and IP analysts to understand pain points in infringement review, claim interpretation, and prior-art search. Develop product strategy, feature definitions, and roadmap for AI-driven patent-infringement detection. Translate legal workflows into technical requirements for engineering and machine-learning teams. Define user stories, acceptance criteria, and UX flows for dashboards, claim charts, and automated reports. Drive cross-functional coordination between engineering, legal subject-matter experts, sales, and design. Lead beta programs, analyze feedback, refine product-market fit, and scale early wins. Establish KPIs for accuracy, performance, user satisfaction, and adoption. Support go-to-market efforts, including demos, product collateral, pricing, and customer education. Qualifications
1 years of relevant law practice in patent law Product Management experience in SaaS, AI/ML, LegalTech, or related fields. Prior experience in patent litigation is highly valuable, providing first-hand insight into claim construction, infringement analysis, and legal evidence standards. Strong understanding of patent tools (e.g., USPTO/EPO databases, prior-art search platforms, IP analytics solutions, claim-analysis tools, docketing systems). Ability to collaborate closely with data scientists and engineers building NLP/ML solutions. Excellent communication skills across technical and legal audiences. Experience with agile development and user-research methodologies. Nice to Have
Experience in patent prosecution, IP analytics, licensing, or competitive intelligence. Familiarity with LLMs, semantic search, embeddings or classification models. Knowledge of USPTO, EPO, WIPO, or other global patent data sources. Comfort working with enterprise customers and complex legal workflows. What Success Looks Like
Delivering an MVP that meaningfully reduces time spent on infringement review. Achieving strong accuracy benchmarks for AI-generated claim mapping and risk scoring. Earning adoption and positive feedback from attorneys, IP teams, and corporate clients. Helping establish our platform as a must-have tool for legal and R&D organizations.
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Location: Hybrid / Remote Full-Time We’re building the next generation of AI-powered patent-infringement analysis tools, and we’re looking for an innovative, strategic Product Manager to lead this effort. This role blends product strategy, machine learning, and IP expertise to create a transformative solution for legal teams, patent attorneys, and R&D organizations. About the Role
As our Product Manager, you will drive the vision, roadmap, and execution of a new AI LegalTech product focused on patent-infringement detection, claim mapping, and portfolio risk analysis. You’ll work cross-functionally with engineering, data science, legal experts, and customers to turn complex IP workflows into intuitive, scalable technology. This is an opportunity to build a category-defining product in a rapidly growing space. What You’ll Do
Conduct deep discovery with patent litigators, in-house counsel, and IP analysts to understand pain points in infringement review, claim interpretation, and prior-art search. Develop product strategy, feature definitions, and roadmap for AI-driven patent-infringement detection. Translate legal workflows into technical requirements for engineering and machine-learning teams. Define user stories, acceptance criteria, and UX flows for dashboards, claim charts, and automated reports. Drive cross-functional coordination between engineering, legal subject-matter experts, sales, and design. Lead beta programs, analyze feedback, refine product-market fit, and scale early wins. Establish KPIs for accuracy, performance, user satisfaction, and adoption. Support go-to-market efforts, including demos, product collateral, pricing, and customer education. Qualifications
1 years of relevant law practice in patent law Product Management experience in SaaS, AI/ML, LegalTech, or related fields. Prior experience in patent litigation is highly valuable, providing first-hand insight into claim construction, infringement analysis, and legal evidence standards. Strong understanding of patent tools (e.g., USPTO/EPO databases, prior-art search platforms, IP analytics solutions, claim-analysis tools, docketing systems). Ability to collaborate closely with data scientists and engineers building NLP/ML solutions. Excellent communication skills across technical and legal audiences. Experience with agile development and user-research methodologies. Nice to Have
Experience in patent prosecution, IP analytics, licensing, or competitive intelligence. Familiarity with LLMs, semantic search, embeddings or classification models. Knowledge of USPTO, EPO, WIPO, or other global patent data sources. Comfort working with enterprise customers and complex legal workflows. What Success Looks Like
Delivering an MVP that meaningfully reduces time spent on infringement review. Achieving strong accuracy benchmarks for AI-generated claim mapping and risk scoring. Earning adoption and positive feedback from attorneys, IP teams, and corporate clients. Helping establish our platform as a must-have tool for legal and R&D organizations.
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