What is Questa AI?
Questa Safe AI provides LLM powered fast analysis of business files without sharing confidential data in those files with LLM companies for AI training on your data. We anonymize (redact) personal and confidential information either on cloud or locally on your server before you choose models like GPT-5 or Claude to analyze. Pre-made templates of Finance, Strategy, Sales and others along with Custom prompts available. No vendor locking in to one LLM provider.
Problem
Users need to analyze confidential business files with LLMs but risk exposing sensitive data when sharing with third-party providers for AI training.
Solution
A secure analytics platform where users anonymize personal/confidential data locally or on-cloud before analyzing via LLMs like GPT-5 or Claude, using pre-made finance/strategy templates or custom prompts.
Customers
CFOs, financial analysts, investment managers, and business consultants handling sensitive financial documents requiring AI-powered insights without data leaks.
Unique Features
Local/server-side data redaction, multi-LLM compatibility (no vendor lock-in), finance-specific templates, and compliance-focused anonymization.
User Comments
Eliminates data privacy concerns in AI analysis
Saves time with ready-to-use financial templates
Flexible LLM choices improve accuracy
Easy integration into existing workflows
Critical for regulatory compliance
Traction
Launched in 2024 on ProductHunt, exact user/revenue metrics undisclosed. Competitor SecureAI (similar space) reports $2.1M ARR with 850+ enterprise clients.
Market Size
The global AI in financial analytics market is projected to grow from $9.45 billion in 2021 to $26.67 billion by 2026 (CAGR 23.1%), driven by data security demands (MarketsandMarkets).
