GenAI prompt safety and pseudonymisation
Clean AI Prompts automatically detects and pseudonymises sensitive data in your prompts and context. Preserve useful context for AI while eliminating compliance risk and protecting user privacy.
The Problem
Personal information, credentials, and confidential data slip into prompts and logs, creating compliance violations and security risks that are hard to detect and remediate.
Different teams and tools generate prompts with varying quality and safety standards, making governance difficult and increasing the chance of errors.
Without proper controls, you face regulatory penalties, audit failures, and retention challenges that can derail AI initiatives and damage trust.
The Solution
Clean AI Prompts sits in the path of prompts and context, automatically detecting and pseudonymising sensitive data while preserving useful context for AI models.
Advanced PII detection identifies names, emails, phones, IDs, and other sensitive entities using NLP and pattern matching.
Replace sensitive values with deterministic tokens that preserve context for AI while protecting real-world identities.
Authorised workflows can safely re-identify tokens using policy-based access controls and audit trails.
Every detection, pseudonymisation, and re-identification is logged for compliance, investigations, and governance.
In Action
Clean raw content before indexing or fine-tuning. Remove sensitive data while preserving semantic meaning, so your vector store and models learn from safe, structured prompts.
Clean user inputs at runtime before they reach your models. Protect conversations, queries, and context in real-time without impacting user experience or AI performance.
Use Cases
HR, Legal, and Finance teams can use AI assistants safely with employee and client data protected by default.
Automate ticket triage and responses while keeping customer information pseudonymised throughout the workflow.
Build search and analytics over sensitive content with confidence that PII never enters your vector stores.
Financial services, healthcare, and public sector teams can deploy AI with the governance and compliance controls they need.
Trusted by teams
"Clean AI Prompts gave us the confidence to deploy AI assistants across our organisation. We know sensitive data is protected without sacrificing the quality of our AI interactions."
"The audit trail and policy controls are exactly what we needed for healthcare compliance. Clean AI Prompts makes it easy to prove we're handling patient data correctly."
Security & Compliance
Resources
Learn how to integrate Clean AI Prompts into your existing workflows and start protecting sensitive data today.
Read more →Explore strategies for managing sensitive data in AI applications while maintaining performance and user experience.
Read more →Complete API documentation with code samples for common use cases and integration patterns.
Read more →Join teams building AI features with confidence. Start protecting sensitive data today.