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Confer is a privacy-focused AI assistant created by Signal co-founder Moxie Marlinspike as an alternative to mainstream chatbots like ChatGPT. It is designed to feel familiar to users while fundamentally changing how data is handled behind the scenes. Confer ensures that user conversations are never collected, stored, or used for training or advertising purposes. Messages are encrypted using WebAuthn passkeys, preventing the service provider from accessing user content. All AI inference runs inside a Trusted Execution Environment, with verification systems that ensure the infrastructure has not been compromised. The platform relies on open-weight foundation models to process queries securely. By prioritizing privacy at every layer, Confer enables sensitive and personal conversations without fear of data misuse.

Questa AI is a privacy-focused platform that enables organizations to safely analyze sensitive data using any large language model of their choice. It works by locally anonymizing documents through a proprietary NLP-based redaction system before any AI processing occurs. Users can upload Word, PDF, or Excel files, redact confidential information, and then generate insights or analytical reports securely. The platform allows businesses to chat with its assistant, Novara, or run custom and pre-built report templates across finance, sales, marketing, and operations. Because data is anonymized before analysis, it prevents AI providers from training on sensitive information. Questa supports both cloud deployments for small teams and self-hosted enterprise installations for full infrastructure control. By combining anonymization, analysis, and workflow automation, it helps organizations extract value from data without compromising security or compliance.