Customers Pricing Partners

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.

Designed for
Chief IP Officers In-house Legal Counsels R&D & Innovation Leaders
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Trusted by enterprises across industries

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.

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.

Frequently asked questions

What exactly does the IP Portfolio Management & Prior Art Discovery Agent do?
It consolidates your entire IP portfolio, scans global databases for relevant prior art, analyzes overlaps or risks, and generates reports your legal and R&D teams can act on immediately.
How does it speed up prior art discovery?
The agent automates the search across patents, journals, papers, and technical archives — ranking the most relevant references so teams don’t start from zero.
Can it handle large, multi-country portfolios?
Yes. It organizes filings across jurisdictions, tracks deadlines, highlights risks, and helps teams manage growing portfolios without operational strain.
Does it support litigation or legal defense work?
It helps by surfacing conflicting filings, generating summary reports, mapping claim similarities, and giving teams clearer visibility into potential challenges.
Is the research accurate?
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.
Can R&D teams use it directly?
Absolutely. They can run quick checks on freedom-to-operate concerns and validate whether an idea or product direction poses IP risks.
How does it help reduce legal risk?
By catching overlaps early, highlighting conflicting claims, and giving legal teams thorough documentation before escalation becomes necessary.
Does it integrate with existing IP management systems?
Yes, it can connect to common IP databases and internal document management systems to maintain a unified source of truth.
Does it support competitive patent monitoring?
It can track competitor filings, identify trends, and alert teams when new patents appear in overlapping domains.
Can it help with renewal planning?
Yes. It tracks expiration dates, renewal windows, and associated costs to help leaders make more informed decisions on portfolio optimization.
What kind of reports does it generate?
It provides prior art summaries, claim comparison reports, portfolio dashboards, renewal calendars, and risk analysis documents tailored for both legal and innovation teams.

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