Connect AI to Your Private Data —Without the Risk
Dapto Connect gives you secure access, masking, and governance when you use your internal data with AI models. Turn GenAI into a business asset by safely connecting it to your sensitive data.
Your Secure Gateway to Internal Data for AI
Connect is your secure gateway to internal data for LLMs. It allows your AI systems to query real databases, documents, and APIs while enforcing zero-trust access, masking of PII, and user-level visibility.
Connect ensures that what the model sees, and what it can say, is always controlled — no matter who's using it.
Complete Protection for Your AI Stack
Dapto Connect builds on Dapto Shield's AI security foundation, adding secure data access capabilities. It acts as a comprehensive security gateway between your applications, AI models, and sensitive data sources.
- Prompt injection protection
- Jailbreak prevention
- Content filtering
- Harmful output blocking
Plus Advanced Data Security Features:
- Secure connectors to databases, warehouses, and document stores
- Dynamic masking & anonymization for PII and sensitive information
- Role-based access control with fine-grained permissions
- User-level traceability of all data access and AI interactions
- Comprehensive audit logs and compliance reporting
Dapto Connect securely bridges your applications to both data sources and AI models, providing comprehensive protection and governance for all interactions.
Secure Data Access
Connect to your sensitive data sources with enterprise-grade security. Control exactly what data your AI can access.
Dynamic PII Protection
Automatically detect and mask sensitive information before it reaches AI models, preventing data leaks.
Role-Based Governance
Define who can access what data based on roles, with granular permission controls down to the field level.
Real-World Applications
See how organizations across industries are using Dapto Connect to safely leverage AI with their sensitive data.
Healthcare Team Using RAG
Doctors want to ask questions from EMR records using GPT. Connect lets them do this by masking patient identifiers and auditing each access — ensuring HIPAA compliance.
Key Benefits
- Automatically redacts patient names, MRNs, and other PHI
- Maintains context for accurate medical responses
- Provides full audit trail for compliance officers
- Enforces doctor-specific access permissions
Internal Finance Agent
Your AI assistant is connected to internal spending data. When a junior employee queries salaries, Connect blocks PII and redacts names — while letting them access approved insights.
Key Benefits
- Role-based filtering of sensitive financial data
- Granular permissions at the field level
- Aggregated insights without exposing individual details
- Comprehensive audit trail for compliance
Customer Support Chatbot
Your AI bot pulls details from service logs and user manuals. Connect enforces row-level data access, so only relevant, safe information is passed to the model based on user role.
Key Benefits
- Customer-specific data access controls
- Automatic redaction of sensitive customer information
- Integration with service ticket history
- Real-time access to knowledge base with proper permissions
Enterprise-Grade Data Security for AI
Dapto Connect provides comprehensive protection for your AI-data interactions, with advanced features designed for enterprise needs.
Everything in Dapto Shield
All the security features from our Shield product, including prompt injection protection, jailbreak prevention, and content filtering.
- Prompt injection detection and prevention
- Jailbreak attempt blocking
- Content filtering and moderation
- Harmful output detection and blocking
- Real-time threat monitoring
Secure Data Connectors
Connect to your databases, warehouses, document stores, and APIs with enterprise-grade security and access controls.
- Pre-built connectors for popular data sources
- Encrypted connections with TLS/SSL
- Read-only access by default
- Query validation and sanitization
- Connection pooling and optimization
Dynamic PII Protection
Automatically detect and mask sensitive information before it reaches AI models, preventing data leaks and ensuring compliance.
- 50+ pre-built PII detection patterns
- Custom pattern definition
- Multiple masking methods (redaction, tokenization)
- Context-aware detection
- Configurable sensitivity levels
Role-Based Access Control
Define and enforce who can access what data based on roles, with granular permission controls down to the field level.
- Integration with identity providers
- Hierarchical role definitions
- Field and row-level security
- Attribute-based access control (ABAC)
- Temporary access grants
Comprehensive Audit Logging
Track and audit all interactions between users, data, and AI models with detailed logs for compliance and security analysis.
- User-level traceability of all actions
- Query logging with parameters
- Access attempt recording (approved/denied)
- Tamper-evident log storage
- Compliance-ready reporting
Multi-Format Data Support
Connect AI to all your data sources, regardless of format or structure, with unified security policies.
- Structured data (SQL databases, tables)
- Unstructured data (documents, emails)
- Semi-structured data (JSON, XML)
- Vector databases for embeddings
- Real-time data streams
Connect to Your Existing Data Ecosystem
Dapto Connect integrates seamlessly with your existing data sources and AI infrastructure.
Databases & Warehouses
Document Storage
APIs & Services
Vector Databases
Flexible Implementation to Fit Your Needs
Choose the deployment option that works best for your organization's requirements and technical capabilities.
Console
Point-and-click to connect datasets, configure masking, and explore AI queries safely.
Key Features
- Visual interface for connecting data sources
- Drag-and-drop policy builder
- Real-time monitoring dashboard
- Interactive query testing environment
- User and role management
- Comprehensive audit logs and reporting
The Critical Link Between AI and Your Data
Most LLM risks happen when private data meets public AI models. Dapto Connect helps you unlock insights without compromising trust.
Security Risks
Without proper controls, connecting AI to your data can lead to data leaks, exposure of sensitive information, and compliance violations.
Privacy Concerns
AI models can inadvertently memorize and reproduce sensitive data, creating privacy risks for your customers and employees.
Compliance Requirements
Regulations like GDPR, HIPAA, and CCPA mandate strict controls over how AI systems access, process, and store sensitive data.
"We wanted to enable AI use across departments — but only Dapto gave us the visibility and protection we needed for sensitive datasets. Now our teams can safely leverage AI with our internal data without compromising security or compliance."
Frequently Asked Questions
Everything you need to know about Dapto Connect