Inspiration
Decentralized System for Patent Management and Commercialization Introduction PatentBots is a decentralized platform designed to assist small and medium-sized businesses in managing their intellectual property (IP) effectively. By leveraging blockchain technology, PatentBots tracks the entire lifecycle of a patent—from registration and licensing to commercialization and royalty payments. Through automation and transparency, PatentBots ensures patent holders can maximize the value of their patents while reducing administrative overhead.
Market Problem Many small and medium-sized businesses hold valuable patents but lack the resources or infrastructure to commercialize or defend their intellectual property. The traditional process for managing patents, licensing, and collecting royalties is manual, slow, and opaque. Additionally, the economic value of many patents remains unrealized because key commercialization activities—such as marketing campaigns, product launches, and trials—are not captured in traditional valuation models.
For instance, patents in the biotech and pharmaceutical industries often face challenges in valuation and commercialization due to the complexity of the drug discovery and clinical development process.
The Solution: PatentBots PatentBots solves these challenges by providing an automated, transparent, and decentralized system for managing patents. With the use of smart contracts on the blockchain, PatentBots:
Tracks Patent Data: Patents are securely registered and stored on the blockchain, with all associated licensing agreements. Automates Royalties: Royalties from licensing agreements are calculated and distributed automatically, based on pre-defined contract terms. Logs Commercialization Activities: The system captures activities that drive patent value—such as clinical trials, product launches, and marketing efforts. Real-Time Valuation: Patent value is adjusted in real-time, based on commercialization activity data logged on-chain. Key Features Patent Registration and Tracking:
Businesses can register their patents with the PatentManager contract, where each patent is assigned a unique ID and initial base value. Licensing Agreements:
Patent holders can issue licenses to third parties. These agreements are stored on the blockchain, with terms such as royalty percentages handled automatically through the LicenseManager contract. Royalties Calculation:
Licensees pay royalties based on sales or usage of the patent. The system uses blockchain technology to ensure accuracy and transparency in royalty payments. Smart contracts automatically calculate royalties based on agreed percentages. Commercialization Activity Logging:
Using the ActivityManager contract, patent holders can log various commercialization activities, such as clinical trials, marketing campaigns, and distribution partnerships. These activities contribute to the ongoing valuation of the patent. Patent Valuation:
Patent value evolves dynamically based on real-world commercialization activities. This provides a more accurate, market-driven valuation, as opposed to static models that do not account for market traction. Advanced Insights with AI Integration PatentBots takes advantage of in-browser AI tools such as Google’s AI platform and transformers.js from Hugging Face to measure and track real-time data related to the commercialization of patents. By capturing awareness, response rates, sentiment, mentions, opinions, and competitor data across channels (including physicians, payers, partners, academics, and competitors), PatentBots provides an empirical basis for monitoring patent performance.
For the biotech and pharmaceutical sectors, these tools can track critical signals that affect future sales and the patent's market viability. The AI tools also allow benchmarking against standard market returns and probabilities, enabling patent holders to see how their patent is performing relative to industry standards.
Corporate-Biotech Example:
Intercept (β₀): -7.53 Discovery (β₁): -1.5569 Lead Molecule (β₂): 0.7232 Phase 1 (β₃): -0.6289 Phase 2 (β₄): -0.4988 Phase 3 (β₅): 2.6316 Preclinical (β₆): -0.6703 Effective Royalty Rate (β₇): -0.6120 Deal Size (β₈): 1.9138 By tracking key commercialization activities and licensing terms (such as royalty rates and deal size), PatentBots can offer real-time updates on both the patent holder's and the licensee's (e.g., distributor/marketer) economic value. This ensures that both parties see tangible improvements as commercialization efforts increase.
Technology Stack and Iliad IP Network Integration PatentBots is built on the Story Protocol's IP network Iliad, an infrastructure that supports patent management and commercialization tracking. Iliad is a decentralized, blockchain-based framework that allows for secure, transparent IP tracking, making it the perfect foundation for PatentBots' smart contract ecosystem.
Key aspects of the Iliad IP network include:
Blockchain-based IP Management: Secure tracking of patents, IP rights, and commercial activities using a decentralized ledger. Tokenized IP Assets: Issuance of IP tokens for patent tracking and licensing on the Iliad testnet, ensuring secure and transparent transactions. Story-Oriented Contracts: Patents are tied to smart contracts that track royalties, licensing agreements, and other commercial activities on a global scale. Use Cases Drug/Pharmaceutical Patents: A biotech company holding a patent for a new cancer treatment logs activities such as clinical trials and distribution agreements, dynamically increasing the value of the patent as it progresses through the commercialization stages. The Story Protocol’s Iliad network is used to tokenize IP assets and track licensing deals, ensuring transparency and real-time royalty calculations. Technology Patents: A tech startup that holds a patent for AI algorithms logs partnerships and product launches to track market traction and license usage, automatically calculating royalties owed to the patent holder. Example Workflow Step 1: Register a Patent
The business registers their patent on PatentBots, setting a base value. The system generates a unique ID for the patent. Step 2: Create a Licensing Agreement
The patent holder creates a licensing agreement with a third party, specifying royalty percentages and terms. These details are handled by the smart contract and tracked on the Iliad network. Step 3: Log Commercialization Activities
The patent holder logs commercialization activities, such as product launches or clinical trials, which increase the patent’s value in real-time. AI tools track mentions and sentiment, offering insights into how these activities impact future sales. Step 4: Royalties Paid Automatically
Licensees make sales using the licensed patent. The system calculates royalties based on the sales amount and automatically transfers the funds to the patent holder. Step 5: Monitor Patent Value
The patent’s value is dynamically updated as more commercialization activities are logged, giving both the patent holder and potential investors a clear view of the growing economic value. Conclusion PatentBots empowers businesses to take control of their intellectual property, offering a transparent, automated, and efficient system for patent management, licensing, and commercialization. By leveraging blockchain technology and the Story Protocol's Iliad network, PatentBots transforms how patents are valued, tracked, and monetized, enabling small and medium-sized businesses to unlock the full potential of their innovations.
What it does
How we built it
Challenges we ran into
Accomplishments that we're proud of
What we learned
What's next for PatentBots - Securing Inventor Rights With Pinata Identity
Built With
- flask
- odoo
- openai
- pinata
- python
- react-native
- telegram
- vite
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