- Lyzr Marketplace
- Legal
- IP Portfolio Management & Prior Art Discovery Agent
IP Portfolio Management & Prior Art Discovery Agent
Managing patents requires constant monitoring, deep research, and quick validation of prior art. This agent accelerates IP workflows by organizing portfolios, scanning global databases, and surfacing relevant prior art in minutes instead of weeks.
- Chief IP Officers
- In-house Legal Counsels
- R&D & Innovation Leaders
Trusted by leaders: Real-world AI impact.
The problems we hear from leaders like you
IP teams face mounting pressure as portfolios grow, competition increases, and research cycles stretch longer. These challenges slow innovation and increase legal exposure.
Time-consuming prior art searches
Teams spend days combing through scattered patent libraries, scientific papers, and competitor filings — often missing critical references buried deep in the data.
Fragmented portfolio visibility
As portfolios expand across geographies and business units, tracking status, renewals, overlaps, and risks becomes a manual and error-prone process.
High litigation exposure
Without timely detection of conflicting or overlapping patents, organizations face increased risk of infringement claims and costly legal battles.
Slow R&D decision-making
Innovation teams lack quick IP intelligence, causing delays in product planning, feasibility assessments, and go/no-go decisions.
Agent workflow for regulatory monitoring
Why Leading
Organizations Choose Lyzr?
Lyzr provides the full-stack platform to transform your business functions into a unified Agentic Operating System, guaranteed.
Data Privacy & IP Ownership
Agents run in your cloud/on-prem. We guarantee zero access to your data, ensuring 100% privacy and that your AI workforce is always your unquestionable IP.
Full Flexibility,
Zero Vendor Lock-In
Integrate Lyzr as a plug-and-play solution within your existing ecosystem. No forced migration, no vendor dependency, just pure value.
Scalability & Real-Time
Customization
Start with one agent and build toward an Agentic OS for the entire function. Full control lets you customize and deploy changes in real-time.
Agentic Operating System
for your org
Unify your agents on a central knowledge graph to unlock the next-level enterprise intelligence:Â OGI.
Quantifiable value for your institution
With automated prior art discovery and portfolio intelligence, IP teams gain measurable improvements in risk reduction, research efficiency, and legal readiness.
- 70%
reduction in research time, accelerating prior art discovery cycles
- 50%
fewer missed references, thanks to deeper scans across global patent and publication databases
- 40%
lower legal risk, with earlier identification of potential conflicts
- 30%
faster R&D decisions, supported by instant visibility into relevant IP data
Outcomes you can expect
This agent brings speed, clarity, and structure to IP management, enabling both legal and R&D teams to make confident decisions faster.
Faster prior art discovery
Search global patents, scientific literature, and technical papers in minutes, with ranked results and clear relevance mapping.
Portfolio-wide intelligence
Get real-time clarity on renewals, risks, overlaps, expirations, and competitive moves — all in one organized view.
Stronger compliance and risk readiness
Surface conflicting claims early and generate detailed summaries to support legal reviews and litigation preparedness.
Better support for innovation teams
Provide R&D with instant insight into freedom-to-operate risks, helping them validate ideas quicker and move forward with confidence.
How to start building from here
The journey from a promising pilot to a deployed solution can be a challenge. We are your partner in implementation, sharing the risk and ensuring your AI agents make it to production. We don't just provide a platform; we provide a clear pathway to success.
Dedicated AI expertise
We invest in a Forward Deployment AI Engineer (FDE) to work directly with you. Our FDE acts as a hands-on AI startup CTO for your project.
A partner in risk management
We take on the risk of ensuring your agent goes from concept to a fully functional, production-ready solution. We'll work with you every step of the way to get you live.
Strategic guidance & workshops
Our dedicated team will provide strategic guidance and training sessions, empowering your internal teams to own and scale your AI capabilities once your first use case is live.
Project management oversight
We assign a project manager to oversee your agent's journey, providing a clear roadmap and ensuring a smooth, frictionless path to production.
Agents used for this use case.
The Regulatory Monitoring Agent is often built on a combination of specialized agents. Here are some you can use to enhance this use case on the Lyzr platform:
- KYC Processing Agent
- Fraud Detection Agent
- AML Agent
- Legal Document Drafting Agent
- Compliance Agent
Frequently asked questions
The agent pulls from trusted global sources and uses structured analysis to ensure consistency and depth. Final judgment remains with IP experts, but it removes the manual noise.
By catching overlaps early, highlighting conflicting claims, and giving legal teams thorough documentation before escalation becomes necessary.
Build your first AI workflow today.
Start with a blueprint. Launch it. Customize it. Deploy it. All inside Lyzr.