--- title: "Artificial intelligence (AI)" id: "3368" type: "page" slug: "artificial-intelligence" published_at: "2025-10-21T21:29:20+00:00" modified_at: "2026-08-06T08:01:57+00:00" url: "https://hedera.com/use-cases/artificial-intelligence/" markdown_url: "https://hedera.com/use-cases/artificial-intelligence.md" excerpt: "artificial intelligence (ai) The trust layer for AI AI systems often operate as “black boxes” that are difficult to verify or audit. Hedera adds a much needed layer of trust, enabling AI agents to act transparently with tamper-proof data, real-time..." --- artificial intelligence (ai) # The trust layer for AI AI systems often operate as “black boxes” that are difficult to verify or audit. Hedera adds a much needed layer of trust, enabling AI agents to act transparently with tamper-proof data, real-time verification and automation built in. ## DLT delivers data integrity to AI [#](#) [#](#) | AI issue | DLT solution | | --- | --- | | Lack of accountability and ownership AI models can produce harmful or biased outcomes without clear accountability or responsible ownership. | Clear governance DLT records all actions and updates, providing clear accountability and ownership. | | Data quality and security concerns AI models require large amounts of high-quality and sensitive data to function effectively, which can be prone to breaches. | Data provenance DLT encrypts messages, ensures traceable data origins, and securely records AI model updates. | | Opaque decision-making AI models often operate as ‘black boxes,’ raising trust and accountability concerns. | Transparent and tamper-proof decision-making DLT provides an immutable audit trail of AI model decisions and uses consensus to verify the model functions as intended. | | Biased datasets AI models trained on biased data can amplify misinformation and generate hallucinations. | Fairness DLT addresses bias at the source by tracking the origin of the information used to train the model. | ai ebook ## The convergence of blockchain and artificial intelligence Discover how Hedera closes the critical gap between AI capability and enterprise-grade accountability – delivering verifiable compute, immutable audit trails, and native payment rails for the agentic economy. Learn why leading organizations are building the future of AI on Hedera. [Download eBook](https://hedera.com/ai-ebook) audit trail ## Tamper-proof auditability Hedera provides immutable records for AI inputs and outputs, giving users the tools to deploy AI responsibly and ensure transparency at every step. ## Improved efficiency and automation Verifiable, real-time data from Hedera simplifies AI workflows, automates tasks, and minimizes human error. With predictable fees and high-throughput organizations can scale AI operations confidently and cost-effectively. ## Compliance and governance by design Time-stamped records combined with network governance by known institutions helps enterprises meet compliance standards while building AI systems rooted in transparency and trust. ai studio ## An open source toolkit for trusted AI AI Studio is an open-source, modular toolkit that bridges AI and DLT. It helps developers and businesses build intelligent, transparent, and auditable AI applications on Hedera. Components such as the Hedera Agent Kit help simplify how AI agents interact with the network. [Learn More](/product/ai-studio/) ai for real world ## Who can benefit from Hedera for AI? Companies across industries use Hedera to bring trust, transparency, and data integrity to AI systems. #### Financial services Banks, fintechs and insurers use Hedera to log AI model outputs and decisions in a tamper-proof way. These records help ensure model updates and training data comply with regulatory requirements. #### Payments AI streamlines payments in enterprise by detecting fraud, automating transaction processing, and enhancing accuracy and speed in real-time transactions — especially when integrated with stablecoins for faster, more secure, and cost-efficient cross-border payments. #### Supply chain and logistics Enhance AI-driven decision-making with real-time, verifiable data. Hedera provides transparent provenance records and immutable logs that support inventory prediction and demand planning, and the tracking of physical assets across complex supply chains. why hedera for ai? ## Build AI systems you can trust Hedera delivers real-time, verifiable data through a tamper-proof consensus model and network governed by world-leading institutions–giving AI systems a secure, auditable foundation that scales. Developers can also build faster with AI Studio, an open-source toolkit for creating trustworthy AI agents on the Hedera network. case studies Leading institutions trust Hedera for AI [#](#) [#](#) [View All](/case-studies/) Bringing Verifiable Compute to AI with Hedera EQTY Lab’s Verifiable Compute solution leverages NVIDIA Blackwell and Intel secure enclaves to enforce AI governance—anchoring cryptographic proofs of compliance on Hedera for transparent, policy-driven performance. [Case Study](/case-study/eqtylab/) Enabling verifiable AI oversight for governments In partnership with Accenture and EQTY Lab, Hedera brings transparent, tamper-proof accountability to public sector AI—ensuring compliance, auditability, and responsible AI governance at scale. [Case Study](/case-study/eqty-lab-accenture/) Powering machine to machine commerce Discover how Neuron uses Hedera and AI to create decentralized, verifiable systems for drone tracking, logistics, and digital services—enhancing safety, efficiency, and trust across global infrastructure. [Case Study](/case-study/neuron/) hedera agent lab ## A guided workspace for building AI agents Hedera Agent Lab is a fully integrated, browser-based workspace for building on-chain AI agents — no local setup required. Choose your agent type, framework, and execution mode, and walk away with a working, transaction-executing agent running against Hedera Testnet in minutes. Built for developers at every level, from no-code templates to full custom builds. [Agent Lab](https://portal.hedera.com/agent-lab#code) [Agent Builder](https://portal.hedera.com/agent-lab#build) expert insights to guide your ai journey Featured resources [#](#) [#](#) [View All](/case-studies/) hederacon presentation **Neuron on the intersection of DePIN and AI** In this mainstage HederaCon presentation, Neuron Co-founder James Dunthorne provides a real-world example of how the technology is being used within flight tracking networks and how agents can be connected to provide insights to customers. [Watch Replay](https://www.youtube.com/watch?v=PS2Jz3YxBWY) hederacon panel **AI x blockchain: building transparency, security, and trust** At HederaCon 2025, leaders from EQTY Lab, Saga, Hedera, Acoer, and Prove AI discussed how DLT can enhance AI transparency, secure sensitive data, and establish the trust needed for responsible innovation. [Watch Replay](https://www.youtube.com/watch?v=QX9r13fT_DA) blog **Hedera: leading the charge in agentic AI** In this blog, Hedera Board Director Monique Morrow outlines how Hedera’s four-layer Agentic AI stack—spanning applications, enablement, trust infrastructure, and consensus—provides the foundation for transparent, verifiable, and accountable AI systems. [Read More](https://hedera.com/blog/hedera-leading-the-charge-in-agentic-ai) see what others are saying Trusted for the real world [#](#) [#](#) [View All](/case-studies/) The largest corporations in the world are being transformed by AI… as they go through this transformation they need to establish new forms of business practices and trust. The preparation, culture, and thinking that Hedera has had from the beginning is what has equipped it to be in the perfect position to execute on that. Jonathan Dotan Founder [Read More](/case-study/eqtylab/) By building on a secure, scalable platform like Hedera, we can bypass the time and resources required to develop a layer one network ourselves. This allows us to focus our efforts on what truly matters – creating a revolutionary decentralized service network that empowers businesses and consumers alike. James Dunthorne CEO [Read More](/case-study/neuron/) The integration of these technologies not only enhances runtime governance, but also positions the Hedera network as a crucial platform. It will enable public service organizations to scale AI responsibly, leverage cryptographic solutions to reduce costs and bolster the security of deploying agentic solutions at an enterprise level. Bryan Rich Senior Managing Director and Global AI Lead for Health, Public Sector, and Defense [Read More](/case-study/eqty-lab-accenture/) ## Why Hedera is the trust layer for artificial intelligence [Start Building](/start-building) [Learn More](/case-studies/)