Paperclip occupies a niche in the data infrastructure and security layer of the AI agent ecosystem, specifically addressing the privacy requirements of highly regulated industries. Its SAFE platform provides searchable encryption-in-use, which allows AI agents to query and process sensitive records without decrypting the data first. This capability is relevant to developers building agents for the healthcare and finance sectors, as it mitigates the risk of exposing personally identifiable information (PII) during the retrieval-augmented generation (RAG) process or model inference.

The company’s Mojo technology further supports agentic workflows by serving as a data capture and transcription engine, converting unstructured physical or digital documents into structured data that agents can use as grounding context. For organizations deploying agents in zero-trust environments, Paperclip acts as a secure intermediary that ensures automated workflows remain compliant with mandates like HIPAA and SEC regulations. By integrating encryption directly into the data access layer, the company is championing a model where enterprise agents can operate on private data without compromising cryptographic security.