Agentic AI for Disseminating Cardano Insights

[Proposal setup] Proposal title

Please provide your proposal title

Agentic AI for Disseminating Cardano Insights

[Proposal Summary] Budget Information

Enter the amount of funding you are requesting in ADA

100000

[Proposal Summary] Time

Please specify how many months you expect your project to last

9

[Proposal Summary] Translation Information

Please indicate if your proposal has been auto-translated

No

Original Language

en

[Proposal Summary] Problem Statement

What is the problem you want to solve?

Cardano lacks proactive, context-aware tools to automatically deliver blockchain insights, causing missed timely information, lower engagement, and slower ecosystem adoption.

[Proposal Summary] Supporting Documentation

Supporting links

• https://github.com/mobr-ai/cap/blob/main/documentation/pdf/technical_report.pdf

[Proposal Summary] Project Dependencies

Does your project have any dependencies on other organizations, technical or otherwise?

No

Describe any dependencies or write 'No dependencies'

This project will leverage the existing Cardano Analytics Platform (https://milestones.projectcatalyst.io/projects/1300034). All development will be self-contained, with no reliance on external organizations.

[Proposal Summary] Project Open Source

Will your project's outputs be fully open source?

Yes

License and Additional Information

The project code will be released under the Apache 2.0 License, hosted on MOBR’s public GitHub repository. Documentation, including setup guides and API references, will ensure accessibility for the Cardano community.

[Theme Selection] Theme

Please choose the most relevant theme and tag related to the outcomes of your proposal.

AI

[Campaign Category] Category Questions

Describe what makes your idea innovative compared to what has been previously funded (whether by you or others).

This is the first open-source Agentic AI built for Cardano that autonomously identifies, prioritizes, and disseminates blockchain insights. Unlike existing analytics dashboards, it proactively disseminates tailored information derived from CAP API data, enabling continuous awareness without manual monitoring.

Describe what your prototype or MVP will demonstrate, and where it can be accessed.

The MVP will show a working Agentic AI connected to the CAP API that detects significant on-chain events and publishes tailored summaries via push notifications and social channels. It will provide code and instructions on GitHub under Apache 2.0.

Describe realistic measures of success, ideally with on-chain metrics.

Success can be measured by:

• Number of automated insight deliveries.
• Engagement metrics such as notification click-through rate.
• Public GitHub adoption (stars, forks) and integrations by other developers.

[Your Project and Solution] Solution

Please describe your proposed solution and how it addresses the problem

The Agentic AI system will enhance the Cardano Analytics Platform features by autonomously generating and disseminating insights for key use cases (details on CAP’s technical report). This project emphasizes agentic AI, which proactively analyzes data, makes decisions, and delivers tailored outputs. Key components include:

• Insight Generation: The agent will use CAP’s API to identify patterns (e.g., large ADA transactions, staking trends) and produce concise, natural language summaries.
• Proactive Dissemination: Insights will be constructed and delivered via push mechanisms.

[Your Project and Solution] Impact

Please define the positive impact your project will have on the wider Cardano community

This project will generate meaningful benefits for the Cardano ecosystem by:

• Increasing Adoption: Timely, tailored insights can drive on-chain activity (e.g., transactions, staking, and governance participation) by enabling more informed decision-making.
• Enhancing Accessibility: Clear, automated summaries make complex blockchain data understandable for non-technical users, broadening the platform’s reach.
• Boosting Engagement: Proactive dissemination through social platforms and notifications encourages continuous interaction with the network and raises awareness across the community.

[Your Project and Solution] Capabilities & Feasibility

What is your capability to deliver your project with high levels of trust and accountability? How do you intend to validate if your approach is feasible?

Our team at MOBR Systems has a proven track record in blockchain, AI, and data analytics. We successfully delivered a Decentralized Fact-Checking Toolkit (Catalyst Fund 13, ID: 1300076) and are progressing on an analytics platform project (Fund 13, ID: 1300034).

Our expertise in agentic AI and experience as former IBMers in AI and distributed systems ensures feasibility. The Cardano Analytics API’s robust data access eliminates the need for cardano-db-sync, simplifying development and ensuring compatibility. We will validate feasibility through iterative prototyping and beta testing with community feedback.

[Milestones] Project Milestones

Milestone Title

Agentic AI Design and API Integration

Milestone Outputs

1. Detailed architecture document describing AI components, CAP API endpoints used, and data flow.
2. Initial pipeline to extract and prepare insight data for three use cases (transactions, staking, governance).
3. Unit tests validating project code.
4. A walkthrough video demonstrating project setup and execution, as well as test execution.

Acceptance Criteria

1. Architecture document published on GitHub with diagrams and component descriptions.
2. Pipeline runs end-to-end, successfully retrieving structured data for three use cases and passing internal validation tests.
3. Unit tests verify project code
4. The walkthrough video presents project setup and execution, as well as test execution.

Evidence of Completion

1. Public GitHub link to architecture document
2. Public GitHub link to initial pipeline source code.
3. Public GitHub link unit tests
4. Link to the walkthrough video (unlisted YouTube URL or a google drive url).

Delivery Month

2

Cost

15000

Progress

20 %

Milestone Title

AI Model Development

Milestone Outputs

1. Functional Agentic AI model capable of detecting relevant blockchain events and generating human-readable insights.
2. CAP API queries for asset/event detection.
3. Unit tests validating project code.
4. A walkthrough video demonstrating project setup and execution, as well as test execution.

Acceptance Criteria

1. The AI model produces insights for use cases using live CAP API data.
2. Usage examples.
3. Unit tests verify project code
4. The walkthrough video presents project setup and execution, as well as test execution.

Evidence of Completion

1. GitHub repository with AI model source code and trained weights (if applicable)
2. Public GitHub link to usage examples
3. Public GitHub link unit tests
4. Link to the walkthrough video (unlisted YouTube URL or a google drive url).

Delivery Month

5

Cost

40000

Progress

60 %

Milestone Title

Insight Dissemination System

Milestone Outputs

1. Dissemination module capable of publishing AI-generated insights, including automated social media posts and push notifications.
2. Unit tests validating project code.
3. A walkthrough video demonstrating project setup and execution, as well as test execution.

Acceptance Criteria

1. End-to-end flow validated from CAP data → AI analysis → content generation → publication on target channel.
2. Unit tests verify project code
3. The walkthrough video presents project setup and execution, as well as test execution.

Evidence of Completion

1. Public GitHub link to dissemination module code
2. Public GitHub link unit tests
3. Link to the walkthrough video (unlisted YouTube URL or a google drive url).

Delivery Month

7

Cost

30000

Progress

90 %

Milestone Title

Final Milestone

Milestone Outputs

1. Agentic AI system integrated with CAP API and dissemination modules.
2. Integration tests.
3. Closeout report describing the system architecture design and project main feature.
4. Closeout video demonstrating project setup and execution, as well as test execution.

Acceptance Criteria

1. Agentic AI system is capable of creating and disseminating insights.
2. Tests are capable of verifying project code.
3. Report describes the system architecture design and project main features.
4. Video presents project setup and execution, as well as test execution.

Evidence of Completion

1. GitHub repository link to the Agentic AI code.
2. GitHub repository link to the test code.
3. GitHub repository link to the closeout report.
4. Link to the closeout video (public YouTube URL).

Delivery Month

9

Cost

15000

Progress

100 %

[Final Pitch] Budget & Costs

Please provide a cost breakdown of the proposed work and resources

Conceptual Design: 15,000 ADA

Development: 60,000 ADA

Testing: 15,000 ADA

Operational Costs: 10,000 ADA

Milestone 1 (month 1): 15,000 ADA

Milestone 2 (month 5): 40,000 ADA

Milestone 3 (month 8): 30,000 ADA

Final Milestone (month 9): 15,000 ADA

[Final Pitch] Value for Money

How does the cost of the project represent value for the Cardano ecosystem?

The project delivers strong value by building an open-source, modular Agentic AI system that leverages the existing Cardano Analytics Platform to generate and disseminate actionable insights, driving measurable on-chain activity and engagement. Its design ensures long-term reusability for new use cases, while open licensing guarantees ongoing benefits for developers, analysts, and the wider Cardano community.

[Required Acknowledgements] Consent & Confirmation

Terms and Conditions:

Yes