Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Ever noticed how AI-generated content sometimes mirrors previous responses or resembles known datasets? That’s because many AI models train on user-provided prompts, making them valuable for AI companies but risky for users.
Prompts aren’t just casual inputs, they’re intellectual property. Whether you’re engineering precise AI-generated content, refining an image prompt, or developing proprietary AI interactions, your inputs hold value. But without protection, they can be stored, reused, or even claimed by AI providers.
Securing prompt privacy is a necessity more than it is a precaution.
A prompt is an instruction given to an AI model to generate a response. It acts as a blueprint, dictating what the AI creates, how it structures its output, and the context it considers. Prompts include:
Prompt engineering involves users refining their inputs to enhance the quality of AI-generated content. It can range from images and text summaries to solutions for complex problems. But here’s the problem: unprotected prompts are at risk.
AI providers, shadow AI models, and third-party platforms can store, reuse, and even claim user-generated prompts. If your business strategies, creative ideas, or proprietary research queries are being fed into public AI systems, you’re giving away more than just a text input. You’re handing over valuable IP.
Enhancing $RLC tokenomics, AI partnerships, agents, and more.
— iExec RLC - Official (@iEx_ec) January 29, 2025
iExec's 2025 roadmap is dropping soon...
Meanwhile, read more on our latest achievements and get a sneak peek of where we're heading :index_vers_le_bas: pic.twitter.com/b78f6l4hd6
Prompts aren’t just inputs. They often contain highly sensitive information that, if exposed, could lead to serious risks:
⚠️ Confidential business strategies
Companies rely on AI for market research, competitive analysis, and internal decision-making. A prompt that includes proprietary financial forecasts, product roadmaps, or trade secrets could be logged and used to train AI models that competitors later benefit from. If your strategic insights are absorbed by an AI system, they’re no longer exclusive to your company.
⚠️ Medical research queries
Healthcare professionals and researchers use AI tools to analyze complex medical data, refine drug discovery methods, and summarize research papers.
If these prompts contain sensitive patient data, unpublished research, or clinical trial findings, they could be stored, reused, or even exposed in a data breach. In regulated industries like healthcare, prompt privacy IS a legal necessity.
⚠️ Intellectual property & creative ideas
Artists, writers, and designers use AI for brainstorming, scriptwriting, and image generation. But what happens when a unique writing prompt or a detailed image description gets absorbed into an AI model?
It can resurface in someone else’s AI-generated content. If you’re feeding original ideas into an AI tool without protection, you’re essentially giving up ownership of your own creativity.
When prompts aren’t protected, they don’t stay yours. AI systems are designed to learn, adapt, and generate based on past inputs. And that includes your data.
You surely want to ensure your prompts remain private and under your control. And this is why you need Confidential AI solutions that prevent storage, reuse, and unauthorized access.
Most AI models store and analyze user prompts. If you’ve ever interacted with popular AI generators, chances are your inputs aren’t private.
Unprotected prompts become part of a hidden dataset that can be repurposed in unpredictable ways. Whether it’s a unique business insight or an unreleased creative idea, once a prompt enters a centralized AI model, its influence spreads. The question isn’t just who sees your work now, but also where your key insights might surface next.
Even if AI companies promise “we don’t store your data,” how can you be sure? Without transparent, verifiable AI security, users' prompts remain at risk.
If a financial firm inputs proprietary market analysis into an AI tool, that prompt could resurface in another model’s predictions. If a biotech researcher feeds confidential queries into an AI chatbot, their findings could unknowingly inform competitors.
Once a prompt is stored, it’s no longer in your control.
Some AI platforms have terms of service that grant them rights over user inputs. If you use an AI prompt generator, storage service, or collaborative AI tool, your prompts might legally belong to them.
The worst part? Most users never read the fine print.
If you’re building AI-powered products, refining AI-generated content, or using AI for sensitive business decisions, you need to keep your prompts private.
Instead of feeding sensitive prompts into public AI systems, iExec ensures your data remains secure, private, and untraceable. We enable decentralized AI with off-chain AI Computing to ensure data privacy by preventing centralized storage or third-party access.
✅ End-to-end encryption: Prompts and generated content stay private and secure.
✅ Off-chain AI computing: AI runs without exposure to centralized servers.
✅ No data retention: Prompts are never stored, eliminating the risk of prompt leaks.
✅ Intel TDX Confidential Computing: Ensures provable privacy in AI processing.
With iExec Private AI Image Generation, prompts are processed in a secure, off-chain environment, ensuring they are never stored, reused, or accessed by external parties.
Developers can integrate iExec’s Confidential AI framework into their dApps without overhauling existing workflows. Instead of relying on public APIs that expose user data, iExec provides pre-built Confidential AI modules that handle encrypted AI queries automatically.
With ready-to-use SDKs and APIs, developers can seamlessly run AI computations inside Trusted Execution Environments (TEEs), preventing unauthorized access at every stage. With no data retention or exposure, businesses and developers can scale AI solutions securely, keeping intellectual property protected while generating high-quality AI outputs.
AI prompts in general are intellectual property. For artists, researchers, or business leaders, prompts shouldn’t be stored, reused, or claimed by someone else. Use iExec Private AI Image Generation to ensure that your AI inputs remain yours.
iExec is the trust layer for DePIN and AI.
iExec enables confidential computing and trusted off-chain execution, powered by a decentralized TEE-based CPU and GPU infrastructure.
Developers access developer tools and computing resources to build privacy-preserving applications across AI, DeFi, RWA, big data and more.
The iExec ecosystem allows any participant to control, protect, and monetize their digital assets ranging from computing power, personal data, and code, to AI models - all via the iExec RLC token, driving an asset-based token economy.
