questa-ai.com

Questa AI helps organizations use large language models for business analysis without exposing sensitive information. It anonymizes personal and other sensitive data before AI processing, supporting safer workflows for regulated environments.

Choose the deployment that fits your team: Questa Blackbox is airgapped and self-hosted inside your network for zero data exposure; Questa Developer provides a privacy-first API so you can embed the same privacy engine into your product; and Questa Cloud offers safe business and custom reports for small teams without managing infrastructure.

For analysis and execution, Questa supports ready-to-use templates and cross-document work, alongside governance and compliance monitoring to help track privacy controls across the AI workflow. Built as a privacy-first foundation, it is designed to reduce the risk of “shadow AI” by making privacy the default step before sensitive documents are shared with AI tools.

What does Questa AI do before data is sent to an LLM?

Questa anonymizes sensitive business data so personal and other confidential information is protected before LLM analysis. This privacy layer is designed to sit between your data and the AI processing step.

Which deployment options does Questa support?

Questa comes as three products: Questa Blackbox for self-hosted, airgapped on-prem use; Questa Developer as a privacy-first API you can embed into your own workflow; and Questa Cloud for smaller teams using safe AI reports and queries without infrastructure to run.

Does Questa support using an LLM of my choice?

Yes—Questa supports bring-your-own LLM and is built to avoid lock-in to a single LLM provider.

What kinds of business use cases are supported?

Questa is designed for regulated-data workflows including Finance (e.g., KYC/AML, audits, financial reports), Legal and M&A (e.g., contracts and due diligence), Healthcare (e.g., patient data and clinical notes), BPO/contact centers (e.g., transcripts and PII), and other sensitive-data environments like HR and operations.

How does Questa address “shadow AI” risk from employees?

Questa is built to make privacy the default step before sensitive data is used with AI. By anonymizing data before AI processing, it reduces the impact of accidental copying or uploading of documents to public AI tools.