AI-Powered Oracle for Cardano Smart Contracts

[Proposal setup] Proposal title

Please provide your proposal title

AI-Powered Oracle for Cardano Smart Contracts

[Proposal Summary] Budget Information

Enter the amount of funding you are requesting in ADA

99400

[Proposal Summary] Time

Please specify how many months you expect your project to last

8

[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 smart contracts lack AI-validated data feeds, blocking use cases like real-time DeFi pricing, automated supply-chain payments, and AI-driven lending risk scoring, slowing Cardano adoption.

[Proposal Summary] Supporting Documentation

Supporting links

• https://ejol.aau.edu.et/index.php/ZEDE/article/view/6555?utm_source=chatgpt.com
,
• https://docs.google.com/presentation/d/1RcJ5SSG4tIfQLPDXSLxGcP_MQ9EuTCmkHX_D-51XxZ8/present?slide=id.p

[Proposal Summary] Project Dependencies

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

No

Describe any dependencies or write 'No dependencies'

No dependencies

[Proposal Summary] Project Open Source

Will your project's outputs be fully open source?

Yes

License and Additional Information

Our project outputs will be open source throughout the entire lifecycle of the project. We are committed to fostering collaboration, transparency, and innovation within the Cardano community by making our codebase accessible to all interested parties.

[Theme Selection] Theme

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

Oracles

[Campaign Category] Category Questions

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

Most existing Cardano oracles deliver raw, static data feeds without context or intelligence. Our proposal is innovative because it introduces AI-enhanced, predictive oracles that not only fetch data but also verify, analyze, and forecast trends before publishing them on-chain. This creates a reusable, open-source AI data layer for Cardano, enabling proactive, intelligent smart contracts in DeFi, governance(e.g.,Catalyst proposal summarization) , and gaming that were previously impossible with traditional oracles.

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

Our MVP will demonstrate an end-to-end AI-powered oracle on the Cardano testnet: raw data is ingested, processed by AI models, signed, and published on-chain as reference inputs. A demo dApp and explorer dashboard will show how smart contracts consume these predictive feeds for use cases like DeFi risk scoring or Catalyst proposal summarization. The prototype and code will be open-sourced on GitHub and accessible through a public demo dashboard.

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

Success will be measured by having a working end-to-end demo on Cardano testnet that publishes signed AI predictions and is consumed by smart contracts. On-chain metrics include the number of oracle transactions created and successfully read by contracts. Off-chain success is shown through a public dashboard where outputs can be visualized and verified by developers.

[Your Project and Solution] Solution

Please describe your proposed solution and how it addresses the problem

Introduction

A blockchain oracle is a system that connects smart contracts with real-world data such as prices, weather, or social sentiment, enabling decentralized applications (dApps) to react to off-chain events. Traditional oracles, however, often merely relay raw data without verification, leaving smart contracts vulnerable to incomplete, unprocessed, manipulation, outages, or inaccurate feeds.

Integrating artificial intelligence (AI) into oracle systems allows data to be validated, enriched, and even predicted before it ever reaches the blockchain. This proposal outlines the creation of an AI-powered oracle feed on Cardano, delivering trusted, context-aware, and predictive data feeds to power a new generation of intelligent and adaptive smart contracts.

Background

• Existing Oracles on Cardano: Initial oracle efforts have laid groundwork but faced delays or limited adoption due to technical misalignment with Plutus and market headwinds.
• AI-Driven Oracles Elsewhere: In Cosmos, Oraichain pioneered on-chain AI oracles validators run ML models off-chain and verify outputs via test cases. On Ethereum, ORA introduced Optimistic Machine Learning (opML), posting AI results that can be fraud-proofed on-chain. YeagerAI’s GenLayer goes further, embedding LLMs directly into consensus via an “optimistic democracy” of AI nodes. These projects demonstrate how AI elevates oracles from simple data couriers to intelligent agents.
• Cardano and AI Synergy: Charles Hoskinson’s vision for Cardano oracles calls for (a) diverse data sources, (b) an AI-powered validation layer, and (c) SPO-driven on-chain delivery.

Problem Statement

Cardano smart contracts currently cannot access high-quality, verified, or predictive external data feeds. Existing approaches suffer from:

• Data Integrity Risks: raw feeds expose dApps to errors, outages, or manipulation.
• No widely adopted oracle network.
• Limited Data Types: unstructured inputs (text, images) and predictive queries are unsupported.
• Lack of Native Infrastructure: no widely adopted, decentralized oracle network leverages AI for smarter functionality.

Without an AI-enhanced oracle, Cardano dApps remain reactive, narrowly scoped, and vulnerable hindering advanced use cases in DeFi, insurance, governance, and beyond.

Proposed Solution

We will build an AI-powered oracle that delivers advanced, predictive insights directly to the Cardano blockchain. By combining off-chain artificial-intelligence models with secure on-chain publishing, our platform transforms raw public data into forward-looking, trust-verifiable forecasts such as short-term price moves, volatility indices, and risk scores. These signed predictions are published as easy-to-consume oracle feeds (a single extra UTXO input), empowering any smart contract to act proactively rather than reactively. This enables more responsive, automated, and intelligent on-chain decision-making across diverse use cases from financial risk assessment to dynamic resource management, unlocking new possibilities for the Cardano ecosystem.

We will develop an AI-Powered Oracle Feed on Cardano, comprising three integrated layers:

• Off-Chain Data Ingestion & AI Processing: Package each AI-derived insight and its associated details into a signed JSON datum.
• Secure On-Chain Publishing: Sign and post AI-verified insights as reference UTXOs on Cardano for tamper-proof, easy access by any smart contract.
• Smart Contract Integration and Consumption: Read datum fields as reference inputs, enabling seamless oracle-feed consumption by any dApp.

Key Advantages:

• Solves Data Integrity Problems: Every data feed is signed, timestamped, and fully auditable on-chain, removing the risk of using raw, unverifiable information.
• Encourages Widespread Adoption: Built for easy integration into any Cardano dApp, with a flexible architecture that supports a variety of data types and use cases, from DeFi to gaming.
• Supports More Than Just Numbers: The AI pipeline can handle text, numerical, and image-based data, enabling features like predictive queries, sentiment analysis, and proposal summaries.
• Fills the AI Infrastructure Gap: Pulls from multiple trusted sources, enhances the data with AI, and publishes it to the blockchain, creating a decentralized, AI-powered data layer for Cardano.
• Efficient and Scalable: Off-chain processing keeps costs low and reduces blockchain load, while on-chain reference inputs guarantee predictable performance for dApps.

By combining AI with decentralized oracle mechanisms, our solution delivers not only raw data but also context-aware, predictive insights that unlock new classes of decentralized applications, improve automation, and increase the reliability of on-chain decision-making.

Use Cases:

1. DAO Governance Automation (e.g., Project Catalyst):

• Proposal Ranking: AI scores and ranks incoming proposals by predicted impact and community interest.
• Summarization: AI reads and summarizes complex proposals for quick voter review.
• Flags duplicate, malicious, or scammy proposals.
• Supports voters with clear, unbiased proposal insights.

1. DeFi Risk Scoring and Market Intelligence:

• AI monitors news, social media, GitHub activity, and protocol updates.
• Detects hacks, exploits, or governance changes early.
• Automatically adjusts interest rates, collateral factors, or liquidity incentives.

1. Dynamic Insurance & Weather Contracts:

• AI parses weather reports, satellite imagery, and IoT sensor feeds.
• Detects crop damage or extreme conditions.
• Triggers automated insurance payouts based on real-world conditions.

1. On-Chain Game Logic & AI Dungeon Master:

• GPT-like models generate unpredictable, narrative-driven game events.
• Players experience evolving gameplay controlled by AI on-chain.
• Enables new genres of Web3 gaming where AI drives storylines and NPC behavior.

Tools and Methodologies:

We’ll deliver this by combining trusted Cardano development tools with powerful AI and data engineering frameworks.

• Cardano Infrastructure: Plutus or Aiken for on-chain logic, Lucid or Mesh SDK for off-chain integration.
• Data and AI Stack: Python with Pandas and NumPy for preprocessing, Transformers for NLP tasks like sentiment analysis and proposal summarization, PyTorch or TensorFlow for predictive modeling and anomaly detection.
• Data Sources: Multiple APIs for price data, environmental feeds, sentiment signals, and governance/GitHub activity.
• Publishing and Verification: Use reference inputs and inline datums for low-cost, predictable, and reusable oracle feeds.
• Frontend Dashboard: React interface to visualize live oracle outputs, provide developer API access, and offer integration tutorials.

Why This Matters

Traditional oracles are limited to static “if X, then Y” logic. AI-enabled oracles unlock intelligent, reactive contracts capable of responding to complex, real-world conditions. Imagine:

“If AI detects bearish sentiment and 15% drop in volume, then reduce LP rewards automatically.”

By combining AI with blockchain oracles, we deliver more powerful, autonomous, and adaptive smart contracts, enabling Cardano developers to build applications previously impossible on-chain.

[Your Project and Solution] Impact

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

Our AI-powered oracle network will significantly enhance the capabilities, security, and attractiveness of the Cardano ecosystem:

• Enables Next-Generation dApps:

1. Developers can build advanced decentralized applications that rely on real-time, AI-analyzed data such as predictive market analytics, risk scoring, and sentiment indices.
2. Expands Cardano’s ecosystem beyond basic DeFi and NFTs into areas like autonomous DAOs, dynamic insurance, AI-driven gaming, and real-world asset tracking.

• Strengthens Cardano Governance:

1. By integrating AI-powered governance analysis, such as summarizing Project Catalyst proposals and flagging potential spam or scam submissions, voters can make faster, more informed decisions.
2. This increases voter participation and builds trust in Cardano’s decentralized governance.

• Improves Security and Reliability:

1. AI-enhanced anomaly detection prevents malicious oracle exploits (e.g., manipulated price feeds) that could lead to costly attacks.
2. Reduces reliance on centralized oracles, ensuring Cardano remains aligned with decentralization principles.

• Drives Ecosystem Growth and Adoption:

1. A robust, intelligent oracle positions Cardano as a leader in AI + blockchain convergence, attracting developers and enterprises seeking cutting-edge infrastructure.
2. Encourages collaboration with AI platforms like SingularityNET, expanding Cardano’s cross-sector reach and reputation.

• Empowers the Community:

1. Open, transparent AI-powered data feeds will be accessible to all Cardano builders, fostering innovation and lowering barriers for small teams and startups.
2. Educational benefits: developers learn how to integrate AI into decentralized systems through open documentation and tooling we provide.

[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?

Team Experience and Expertise:

Our team brings deep, practical experience in AI, blockchain development, software engineering, and secure smart contract deployment on Cardano. We’ve contributed to Catalyst-funded projects, developed Plutus smart contracts, and worked on real-time AI processing pipelines. This technical foundation makes us uniquely qualified to deliver the AI-powered oracle infrastructure with high reliability and security.

Yenatfanta Shifferaw

• Previously at Input Output Global (IOG): Yenatfanta worked on core Cardano research, particularly in areas such as Proof-of-Stake consensus mechanisms and state machine models, contributing to foundational improvements in protocol design. She has published on bias-free machine learning (fessional.de/en/the-parent-child-framework-biologically-inspired-bias-free-machi/51109478?utm_source=chatgpt.comspringerprofessional.de)) and on limitations of Proof-of-Stake consensus (https://ejol.aau.edu.et/index.php/ZEDE/article/view/6555?utm_source=chatgpt.com),,) has analysed state-machine performance in account-based vs eUTxO contracts, and served as a Data Scientist/Data Engineer at Input Output (IOHK). Her IOHK background ensures our oracle design aligns with Cardano best practices.
• AI Developer at SingularityNET: She played a pivotal role in developing AI modules integrated within decentralized networks, giving her deep familiarity with hybrid AI + blockchain systems. Specializes in training, validating, and optimizing predictive models.
• With firsthand experience at two of Cardano’s most influential organizations IOG and SingularityNET, Yenatfanta brings unmatched insight into how to engineer reliable, predictive systems on Cardano.

Eyasu Birhanu

A certified Cardano smart-contract developer who has already delivered audited education and tooling initiatives. He previously built smart-contract components for the Cogito project, gaining real-world experience fusing AI logic with on-chain code.

• AI & Oracle Integration at Cogito Protocol: Eyasu has contributed to Cogito, where he worked on integrating AI-enhanced oracles, including experimentation with the IDEX oracle mechanism. Cogito is known for combining AI with stable asset management and predictive analytics.
• Cardano Developer: Eyasu has led and contributed to multiple funded Cardano Catalyst projects, including work on Plutus Playground, smart contract tooling, on-chain explorer visualization, and Plutus-based libraries. His projects reflect a deep understanding of UTXO models, Plutus scripts, and decentralized application architecture. Helps harden the on-chain part of the system.

Together, Eyasu and Yenatfanta represent a rare blend: protocol-level blockchain R&D, applied AI experience, and practical engineering within Cardano’s core tooling stack.

Track Record:

We have a proven track record of success in the Cardano ecosystem:

1. Worked in leading Cardano-focused organizations.
2. Delivered funded Catalyst proposals with measurable outcomes.(e.g Plutus learning platform: coding environment and ai-enhanced https://milestones.projectcatalyst.io/projects/1200186 and Project close out video: https://www.youtube.com/watch?v=1LvcywUohps))
3. Developed and deployed decentralized tools and infrastructure on Cardano testnets and mainnet.
4. Conducted Cardano-focused training programs and workshops at:

• Addis Ababa University
• Addis Ababa Science and Technology University (https://www.aastu.edu.et)
• Dilla University

These educational efforts have nurtured new developer talent and strengthened Cardano adoption locally.

Dedicated Development Excellence:

Each team member contributes specialized skills, including AI modeling, Plutus smart contract development, DevOps, UI/UX design, and blockchain infrastructure.

Our developers have built frontend interfaces and backend systems that interact seamlessly with Cardano’s extended UTXO model, ensuring reliable and scalable architectures.

We have hands-on experience integrating with decentralized applications (dApps), oracle systems, and real-time data feeds directly supporting the core functionality of this AI-powered oracle project.

This cross-functional expertise allows us to rapidly prototype, iterate, and deliver high-performance smart contract infrastructure backed by verifiable AI intelligence.

Community Involvement and Expertise:

We’ve been active contributors to the Cardano and Web3 ecosystem in Ethiopia. Through the Ethiopian Blockchain Network, we’ve:

https://x.com/EBnetwork3

• Organized meetups with professional blockchain developers
• Led educational workshops on Cardano smart contract development
• Promoted Cardano-based solutions through advocacy and open discussions

This community focus guarantees that our solution will be well-aligned with the needs of local and global users alike.

Certified Expertise:

Members of our team hold verified certifications in blockchain development, AI/ML, and software architecture. These are not only credentials but evidence of continued learning and mastery, crucial for developing a reliable AI-integrated oracle solution.

Validating Feasibility of the Approach

Milestone-Based Development:

We will follow a clear, milestone-based plan.

Iterative Testing & Community Validation:

We will test continuously:

• Gather live feedback from early adopters and Plutus developers.
• Adjust model outputs, oracle frequency, and feed structure based on real-world usage.
• Conduct community review sessions to align with ecosystem needs.

Quantifiable Metrics & Evaluation:

We will define clear performance metrics, such as:

• Prediction accuracy vs. real-world outcomes
• UTXO feed latency and transaction success rates
• Developer adoption and dApp integration count

These benchmarks will guide improvements and ensure we remain accountable throughout development.

Technical Validation & Security:

• Oracle signatures and data feeds will be tested under adversarial conditions.
• Plutus audit will be conducted before mainnet deployment.

Transparent Budgeting:

All development, integration, and infrastructure costs will be clearly broken down and tracked against milestones. This ensures that funds are allocated with accountability and community trust.

In Summary, by combining our technical depth, active community engagement, and structured development plan, we are fully capable of delivering this AI-powered oracle system to the highest standard. We are committed to openness, technical excellence, and meaningful impact empowering Cardano developers with smarter, forward-looking data tools.

[Milestones] Project Milestones

Milestone Title

Research, Planning, Architecture & Explorer UI

Milestone Outputs

• Finalize technical specifications, target data sources, and model objectives.
• Define the oracle system architecture: off-chain AI processing, on-chain publishing format, and Plutus consumption interface.
• Design the initial frontend dashboard (Explorer UI) to visualize oracle outputs and monitor functionality.

Acceptance Criteria

• Documented technical specifications covering architecture, data sources, and AI model objectives.
• Finalized system design for off-chain AI pipeline, on-chain publishing format, and smart contract consumption method.
• Initial wireframes or mockups of the Explorer UI with defined user flows for data visualization.

Evidence of Completion

• Published technical design document in project GitHub repo.
• Architecture diagram and system workflow posted in open repository.
• Explorer UI mockups (Figma/React prototype) shared publicly.

Delivery Month

1

Cost

15550

Progress

20 %

Milestone Title

AI Model Development, Data Pipeline Setup & UI Integration

Milestone Outputs

• Select initial AI use cases (e.g., sentiment analysis, price prediction).
• Choose or fine-tune AI models (e.g., LLMs for text, regressors for price).
• Establish data pipelines to fetch and preprocess external data (APIs, social sentiment, news).
• Develop a frontend interface to display AI oracle outputs in real time.

Acceptance Criteria

• Defined AI use cases documented.
• Selected or models trained and validated on sample datasets.
• Operational data ingestion pipeline established (e.g., API + social sentiment).
• Functional frontend dashboard capable of displaying live AI oracle outputs.

Evidence of Completion

• Model training notebooks and evaluation results published in GitHub repo.
• Data pipeline scripts with API integration committed to repo.
• Demo of frontend dashboard (screen recording) showing live AI outputs.

Delivery Month

3

Cost

24150

Progress

50 %

Milestone Title

AI Prediction Engine, Output Signing & Verification

Milestone Outputs

• Build an AI engine that generates structured outputs (prediction, timestamp, confidence score).
• Validate predictions using historical datasets.
• Integrate cryptographic signing to make outputs tamper-proof.
• Build an off-chain verifier script to validate signatures and ensure trust.

Acceptance Criteria

• Build an AI engine that generates structured outputs (prediction, timestamp, confidence score).
• Validate predictions.
• Integrate cryptographic signing to make outputs tamper-proof.
• Build an off-chain verifier script to validate signatures and ensure trust.

Evidence of Completion

• Code repository with AI engine and signing modules, documented and open-sourced.
• Validation report.
• Example signed outputs published and verified on testnet.
• Demo video or CLI run showing verifier script validating oracle outputs.

Delivery Month

5

Cost

24400

Progress

70 %

Milestone Title

Oracle Publishing & Smart Contract Integration

Milestone Outputs

• Implement an off-chain publishing mechanism that pushes signed outputs to the Cardano testnet.
• Format data using Plutus-compatible structures (e.g., Datum with reference inputs).
• Build and deploy a Plutus smart contract that reads and reacts to the oracle data.
• Develop a minimal dApp that consumes AI insights and triggers logic (e.g., LP adjustment or alert).

Acceptance Criteria

• Off-chain publishing mechanism successfully pushes signed AI outputs to the Cardano testnet.
• Data formatted into Plutus-compatible structures (Datum + reference inputs).
• Smart contract deployed on testnet that can read and process oracle outputs.
• A minimal demo dApp built that consumes AI insights and executes basic on-chain logic.

Evidence of Completion

• Open-source code repository with publishing scripts and Plutus contract code.
• Testnet transaction records showing published oracle data and contract interactions.
• Demo dApp walkthrough (video or live demo) showing oracle-driven logic in action.
• Documentation of integration steps for developers.

Delivery Month

7

Cost

21700

Progress

90 %

Milestone Title

End-to-End Testnet Demo & Project Closeout

Milestone Outputs

• Run full pipeline tests: data ingestion → prediction → signing → on-chain publishing → smart contract response.
• Measure and evaluate latency, cost efficiency, and accuracy.
• Publish a project summary video and detailed final report for the community.

Acceptance Criteria

• Full pipeline runs successfully on Cardano testnet from ingestion → prediction → signing → publishing → smart contract response.
• System evaluated for latency, accuracy, and cost efficiency with documented results.
• Final report produced, summarizing architecture, outcomes, and lessons learned.
• Public demo video.

Evidence of Completion

• Testnet transaction showing end-to-end execution.
• Performance metrics (latency, cost, accuracy) documented in the final report.
• Published final report (PDF/Markdown) in a public repository.
• Publicly available demo video link.

Delivery Month

8

Cost

15000

Progress

100 %

[Final Pitch] Budget & Costs

Please provide a cost breakdown of the proposed work and resources

Milestone 1: Research, Planning, Architecture, and Explorer UI (6 Weeks)

Project Management & Architecture:

• Project Lead: 2,900 ADA × 1.5 (months) = 4,350 ADA
• Cardano Smart Contract developer and Blockchain Architect: 2,900 ADA × 1.5 (months) = 4,350 ADA

Infrastructure & Tools:

• Research tools, and API access= 1,500 ADA
• Documentation & Reporting = 750 ADA

Design:

• Web Designer: 2,400 ADA × 1.5 (months) = 3,600 ADA

Miscellaneous:

• Contingency Fund = 1,000 ADA

Grand Total (Milestone 1): 15,550 ADA

Milestone 2: AI Model Selection, Data Pipeline Setup and Frontend (8 Weeks)

AI & Data Engineering:

• Project Lead: 2,900 ADA × 2 (months) = 5,800 ADA
• ML Engineer: 2,900 ADA × 2 (months) = 5,800 ADA

Web Development:

• Web Developer: 2,800 ADA × 2 (months) = 5,600 ADA

Infrastructure:

• API subscriptions and data feeds = 2,500 ADA
• Cloud storage and compute = 2,000 ADA

Miscellaneous:

• Contingency Fund = 1,250 ADA
• Documentation and Reporting = 1,000 ADA

Grand Total (Milestone 2): 23,950 ADA

Milestone 3: AI Prediction Engine Prototype and Output Signing/Verification (7 Weeks)

AI Development and Testing:

• Project Lead: 2,900 ADA × 1.75 (months) = 5,075 ADA
• ML Engineer: 2,900 ADA × 1.75 (months) = 5,075 ADA
• Data Scientist: 2,900 ADA × 1.75 (months) = 5,075 ADA

Smart Contract:

• Cardano Blockchain Developer: 2,900 ADA × 1.75 (months) = 5,075 ADA

Infrastructure:

• Test servers and tools = 1,000 ADA
• Miscellaneous:
• Contingency Fund = 1,100 ADA
• Documentation and Reporting = 1,000 ADA

Grand Total (Milestone 3): 23,400 ADA

Milestone 4: Oracle Publishing Mechanism and Smart Contract Reader (6 Weeks)

Blockchain Development:

• Project Lead: 2,900 ADA × 1.5 (months) = 4,350 ADA
• Plutus/Aiken Developer: 2,900 ADA × 1.5 (months) = 4,350 ADA
• Off-chain Script Developer: 2,900 ADA × 1.5 (months) = 4,350 ADA

Integration:

• Full-stack Developer: 2,900 ADA × 1.5 (months) = 4,350 ADA

Infrastructure:

• Cardano testnet deployment = 2,300 ADA

Miscellaneous:

• Contingency Fund = 1,000 ADA
• Documentation and Reporting = 800 ADA

Grand Total (Milestone 4): 21,500 ADA

Milestone 5: End-to-End Testnet Demo and Reporting (4 Weeks)

Testing and Optimization:

• Quality Assurance engineer: 3000 ADA × 1 (month) = 3000 ADA
• testing = 1000 ADA
• Evaluation = 2,500 ADA
• Final Video and Reporting = 3500 ADA
• Optimization= 3500

Miscellaneous:

• Contingency Fund = 1,500 ADA

Grand Total (Milestone 5): 15,000 ADA

TOTAL REQUESTED BUDGET: 99,400 ADA

[Final Pitch] Value for Money

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

Here's how the cost represents strong value:

1. Skilled and Proven Team

The budget funds a cross-functional team with experience at IOHK, SingularityNET, Cogito, and other Catalyst-funded projects. Each member contributes core expertise in AI, Cardano smart contracts, DevOps, and web3 tooling, ensuring high-quality delivery.

2. Reusable Open-Source Infrastructure

We’re building a general-purpose AI-powered oracle framework, not a one-off tool. The data ingestion pipeline, model integration, signed publishing mechanism, and Plutus interface will be open-sourced and reusable for DeFi, governance, gaming, and more.

3. Explorer UI for Transparency

The inclusion of a simple frontend dashboard allows users, voters, and devs to easily visualize oracle outputs, understand predictions, and trust what smart contracts are referencing, bringing transparency and trust to AI on-chain.

4. Security and Auditability

Signed data outputs, timestamped and published via UTXO reference inputs, ensure tamper-proof verification on-chain. This elevates trustworthiness and aligns with Cardano’s emphasis on secure, transparent data infrastructure.

5. Lean and Modular Architecture

The off-chain AI processing + on-chain publishing structure allows low-cost, scalable deployments while keeping load off the blockchain. This architecture supports future expansion (new models, new feeds) with minimal extra cost.

6. Pilot Testing and Feedback Loop

A portion of the budget is reserved for pilot testing with real dApps (e.g., DeFi protocols or Catalyst dashboards), ensuring the system meets actual developer needs. This feedback loop ensures a fit-for-purpose product.

7. Contingency and Reporting

We include a small contingency buffer and allocate time for a final demo + report, ensuring full transparency and resilience to minor deviations.

This project delivers more than an oracle, it establishes Cardano’s first open, AI-powered data layer, enabling smarter, more secure dApps across DeFi, governance, and gaming, with reusable infrastructure that continues to create value long after launch.

[Required Acknowledgements] Consent & Confirmation

Terms and Conditions:

Yes