About ipto.ai
Enabling AGI Through Private Data Access
We believe AGI cannot emerge from public data alone. The most valuable knowledge in the world — proprietary research, operational data, domain expertise — lives behind organizational walls. We're building the infrastructure to make it safely accessible to AI agents.
Our Mission
Build the trusted context layer for autonomous systems
The next generation of AI isn't just about smarter models — it's about models that can access the right information at the right time with the right permissions. Every enterprise has data that could make AI agents dramatically more useful. But today, that data is locked in silos, unstructured, and inaccessible to autonomous systems.
ipto.ai is the infrastructure layer that transforms private data into agent-consumable retrieval units — structured, priced, permissioned, and provenance-tracked. We sit between data owners and AI agents, ensuring that every retrieval is safe, auditable, and fair.
Our goal is not to build another search engine. It's to build the economic and trust layer that allows private data to participate in the agent economy — creating value for data owners while grounding AI agents in verified, high-quality context.
Principles
What we believe
Data owners come first
The organizations that create and maintain proprietary data should control how it's accessed, priced, and used. We never compromise on data sovereignty.
Agents need structure, not blobs
Dumping raw text into an LLM context window isn't retrieval. Real agent infrastructure means structured facts, confidence scores, and actionable metadata.
Trust is infrastructure
Provenance, permissions, audit trails, and pricing aren't features — they're the foundation. Without trust, the private data economy can't exist.
Economics should be fair
When an agent retrieves private data that drives a decision, the data owner should share in the value created. We're building the rails for that.
Our Commitment
Human Data Rights
We believe the principles that govern enterprise data infrastructure should extend to individuals. When AI systems generate billions in value from human-contributed data, those contributors deserve rights: ownership, fair compensation, transparency, and the ability to opt out.
ipto.ai leads the Human Data Rights Coalition — a growing movement advocating for individual data rights in the age of AI. The same infrastructure we build for enterprises — provenance tracking, access controls, usage-based pricing — can empower individuals to participate in the data economy on fair terms.
This isn't just advocacy. It's architectural: the technical layer that makes enterprise data monetization possible is the same layer that can enforce individual data rights at scale.
Join us in building this layer
Whether you want to contribute data, build agents, or shape the future of private data infrastructure.