How to Integrate AI into Your Patent and Trademark Workflows

The use of artificial intelligence (AI) is growing across the IP profession, with expectations rising for AI solutions that deliver accuracy, boost efficiency, and optimize routine patent and trademark workflows. Questel’s Benoit Chevalier explains why AI adoption is growing across the IP sector, outlines the key use cases for AI in IP, and offers advice on how to choose the right AI solutions for your organization. 

As can be seen from the many dedicated talks at this year’s IP Service World, AI usage is not only increasing across the IP sector, but the types of AI solutions being embraced by IP teams are also becoming more sophisticated and wide-ranging. Our 2026 Industry Outlook Research reveals that 65% of patent and trademark professionals are now actively using AI tools in-house, citing a positive impact on their work and workloads. 

A Snapshot of AI Adoption in the IP Sector

How often do you use AI solutions for IP?

Top 3 areas for AI adoption in the IP profession

The top 5 features IP professionals value most are...

Summarization (56%) 

Search assistants in natural language (54%) 

Translation (51%) 

Chatbots/Q&A (40%) 

Task automation (30%)

The Importance of Integration

By enhancing the analysis of complex IP datasets and replacing time-consuming manual processes, AI has already transformed how IP tasks are managed and results are analyzed across multiple routine workflows – from patent and trademark search to application drafting, office action management, IP portfolio review, evidence of use classification, and more.

Under pressure to make faster, data-driven decisions, IP teams are now looking to AI to help further boost the speed, efficiency, and quality of their output. However, to avoid fragmentation of tasks and information across workflows and IP tools, the AI solutions they choose must be capable of integration with their existing IP tools and optimized to manage specialist IP tasks. 

This includes providing access to comprehensive and accurate datasets, delivering time-saving workflow integration, and unlocking critical IP and business intelligence with complete traceability and transparency. 

5 Key Criteria for Choosing the Right AI Agent for IP

Look for an IP provider that offers:

Global Data Coverage & Quality

  • Global, enriched, normalized patent, trademark, and design datasets
  • Integration of legal, litigation, and scientific data

IP-Specific Workflow Integration

  • One unified experience from IP development through filing and prosecution to analysis
  • No switching between tools
  • Increased efficiency and productivity

Decision Intelligence

  • Brand and technology landscaping
  • Competitive insights/analysis
  • Portfolio strategy
  • Risk identification

Semantic & Natural Language Capabilities

  • Ability to understand concepts (not just keywords)
  • AI assistance at every stage
  • Intuitive query building, summarization, reporting, and more

Explainability & Transparency

  • Clear traceability of results
  • Supporting evidence (snippets, feature extraction)
  • Avoiding “black-box AI” risk

Ultimately, when choosing an AI agent for your organization, the goal should not (just) be individual task management, but also more comprehensive coverage, enhanced accuracy, complete transparency, time-saving workflow integration, and insights that drive better decisions.

The Benefits of a Unified Ecosystem

Questel believes IP professionals need access to integrated IP AI solutions that enable faster and more confident decisions — all while keeping the human professional at the heart of the process. That's why we are creating a unified IP AI ecosystem for patent and trademark professionals, combining IP and AI technologies that harness data, intelligence, workflow, and decision support.

By integrating AI capabilities into our existing IP tools, our connected AI assistants — such as our Sophia AI Agents and digital IP workspace Qthena — enable users of our IP platforms to access productivity-boosting support without the need to switch between systems or learn how to use multiple tools. This applies to users of our Orbit Intelligence patent search and analytics platform, our Markify trademark clearance and watch platform, and our Equinox IP management software.

Equally important, our AI solutions for IP always keep the human expert in the loop. The goal is not to replace the role of the IP professional, but rather to augment their roles by resolving the cumbersome nature of certain IP processes and enhancing their productivity and precision. 

Why Choosing the Right AI Tool Matters

AI alone is no longer a differentiator for patent and trademark solutions. The real value for IP professionals comes from enhanced access to data quality, workflow integration, and decision intelligence. That’s why the right AI agent for IP requires more than simply automation. Instead, IP professionals need a solution that turns complexity into clarity and data into decisions by combining data, AI, and dedicated workflows to provide decision-centric IP intelligence. 

See how AI can transform your patent and trademark workflows and the benefits of choosing our specialist AI solutions by joining our experts at IP Service World.

About Questel

One IP Suite – End-to-end modular solutions Questel delivers modular, end‑to‑end IP solutions that streamline the entire lifecycle—from patent and trademark filing to portfolio management, renewals, translations, and innovation capture. Powered by premium data, agentic AI workflows, and expert services, the integrated platform connects IP professionals with global databases and smart collaboration tools. Whether standalone or full‑service, Questel simplifies complexity, accelerates processes, and cuts costs—helping clients achieve up to 30% savings across prosecution budgets.

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