The Trust Layer That Stops AI Hallucinations, Leaks & Compliance Violations
Real-time firewall for GenAI prompts and responses. Blocks prompt injection, masks PII, and enforces policies — before the model even sees your data.
Dapto is the AI trust layer that verifies, secures, and governs every AI interaction — before it causes risk.
Seamlessly connect with your tech stack
You Can’t Trust What You Don’t Govern
Without governance, AI becomes a risk — not a resource.
Prompt Injection & Jailbreaking
Attackers can hijack AI prompts to bypass filters, leak confidential data, or generate offensive responses.
Data Security & Compliance Risks
GenAI can leak PII, financials, or trade secrets. Opening doors to breaches, fines, and lawsuits.
Hallucinations & Misinformation
AI often invents answers. Leading to bad decisions, financial loss, and broken trust in business-critical workflows.
Regulatory Violations
Unmonitored AI output can violate GDPR, HIPAA, or SOC2. Risking millions in penalties and brand damage.
These risks aren’t theoretical. They’re already happening in enterprises deploying GenAI without oversight.
Dapto: The Real-Time Firewall Between GenAI and Your Data
Block unsafe prompts. Verify AI responses. Mask sensitive data. All before LLMs see it.
Dapto: Your Real-Time AI Firewall for Compliance, Security, and Accuracy
Dapto acts as a control point between your GenAI models and sensitive enterprise data. It blocks prompt injections, verifies outputs against real sources, enforces access policies, and masks PII. All in real time.
This isn’t just protection, it’s governance built for AI.
How Dapto Secures AI from Prompt to Response
Dapto sits between your AI models and enterprise data. It intercepts prompts, enforces policy, validates output, and protects against hallucinations, data leaks, and compliance risks.
Prompt Attack Defense
Stops prompt injections and jailbreak attempts in real time, before they reach your AI models.
Factually Correct
Cross-validates every AI response against structured and unstructured data to eliminate hallucinations.
Compliant & Secure
Applies user-level access policies and masks sensitive fields before any data is used or shown.
Regulatory-Ready
Every query and response is logged, monitored, and enforced to meet enterprise security standards like GDPR, HIPAA, etc.
AI Security & Governance Flow
Prompt Interception
Every prompt is intercepted before reaching the model. Intent, risk, and policy are analyzed instantly.
Smart Data Source Mapping
Uses metadata intelligence to route AI requests to the correct databases, APIs, or document repositories.
Secure Data Validation
AI-generated results are validated against trusted enterprise sources to prevent hallucinations.
Access Control & Compliance Enforcement
RBAC, masking, and policy rules are applied in real time to control access and redact sensitive output.
Verified AI Response Delivered
Only approved, accurate, and compliant responses are returned to users, with full audit trail attached.
Dapto gives you complete visibility and control before any AI response reaches the user.
Enterprise-Grade AI Security Measures
Dapto safeguards your entire AI stack with real-time threat detection, secure input and output controls, and continuous monitoring across models, apps, and users without slowing teams down.
Prompt Protection and Input Controls
Real-time monitoring and prevention of prompt injection attacks, jailbreaking attempts, and malicious inputs that could compromise your AI systems or extract sensitive data.
Output Validation & Anomaly Detection
Analyzes every AI-generated response for hallucinations, toxic language, and sensitive information. Ensures only safe and accurate output reaches the user.
Comprehensive Threat Protection
Protects against model misuse, unauthorized access, and data exposure. Includes built-in red teaming and attack simulations to proactively surface risks.
Enterprise AI Security Architecture
Threat Detection
- Real-time monitoring across prompts, models, and outputs
- Detection of suspicious behavior in AI interactions
- Early identification of abnormal usage patterns
- Ongoing visibility into AI security posture
Response & Mitigation
- Instant blocking of risky or unauthorized prompts
- Filtering of hallucinated or toxic output
- Audit logging for incident response and compliance review
- Dynamic policies that adapt to user behavior and risk level
Red Team Capabilities
Dapto simulates real-world attacks using automated penetration tests, adversarial prompts, and risk probes to uncover vulnerabilities before attackers do.
Don’t wait for a breach to rethink your AI security strategy.
Dapto AI Intelligence Layer Architectural Flow
Seamless AI Integration That Works with Your Existing Stack
Dapto connects directly to your existing tools, models, and data sources. No infrastructure changes, no workflow disruption. Just secure, trusted AI — instantly layered into your enterprise stack.
Works with any AI model
Compatible with OpenAI, Gemini, Claude, LLaMA, Mistral, and internal models. Dapto acts as a universal trust layer across any LLM environment.
Integrates into enterprise platforms
Connect with your existing enterprise systems without disrupting workflows or requiring complex migrations.
No operational disruptions
Runs in the background with no performance impact. Deploys quickly in cloud, hybrid, or on-premise environments.
Why Enterprises Trust Dapto for Secure AI Adoption
Dapto delivers the critical controls, compliance, and validation layer enterprises need to deploy AI safely and confidently.
Works with Your Entire AI and Data Stack
Works with SAP, Snowflake, Workday, Salesforce, OpenAI, Gemini, Claude, and more without complex setup.
Secure AI Agents for Every Workflow
Build domain-specific AI-agents with access controls, prompt validation, and secure data routing from day one.
Always-On AI Governance
AI never operates outside security policies, with real-time monitoring and automated enforcement.
Regulatory Compliance, Automated
Built-in monitoring and reporting for GDPR, HIPAA, SOC2, DFARS, ISO 27001, and other regulatory requirements.
Zero AI Hallucinations
Dapto validates AI-generated answers against trusted data before delivery so business decisions are always based on truth.
End-to-End Data Privacy & Security
Protects sensitive information with dynamic masking, encryption, and RBAC that adapts to user roles and context.
Find the Right Level of AI Governance
Whether you're just starting with GenAI or scaling enterprise-wide adoption, Dapto has a layer that meets your security and compliance needs.
Features
Dapto Shield
AI threat detection and prompt control for early-stage GenAI use
Dapto Connect
Secure GenAI integration with RBAC, masking, and internal data access
Dapto Govern
End-to-end AI governance with policy enforcement and full auditability
Best for
Prompt injection protection
Jailbreak & misuse defense
Input/output scanning for unsafe content
Toxicity & bias detection in responses
Basic PII detection in prompts
PII detection and masking in LLM responses
Role-based scanning policies
Admin dashboard + audit logs
Role-based access control (RBAC)
Connect to private/internal databases
Automatic masking/anonymization of PII
Context-aware filtering based on data sensitivity
Hallucination prevention (response verification)
Compliance policy enforcement (HIPAA, GDPR)
Full audit trail with risk scoring
Custom rules, redaction logic, and model config
Create task-specific AI agents with policy enforcement
AI readiness score for your data and metadata
Recommendations to improve metadata quality
What Our Clients Say
Enterprise leaders trust Dapto to secure their AI operations
Sarah Johnson
CTO, Global Financial Services
"Dapto eliminated our AI hallucination issues overnight. Our data science team can now deploy AI solutions with confidence."
Michael Chen
CISO, Healthcare Technology
"The ROI was immediate. We avoided a major compliance issue that would have cost us millions in regulatory fines."
Elena Rodriguez
VP of AI, Enterprise Software
"Implementing Dapto was seamless. Within days, our AI operations were secure, compliant, and more accurate than ever."
Turn AI Into a Competitive Advantage, Without Risk
AI can accelerate your business, but only when it's protected, compliant, and under control.
Secure AI by Default
Dapto helps you deploy GenAI safely by enforcing real-time security, governance, and policy checks behind every query.
Built-In Guardrails for AI
Add guardrails to any AI model without touching your existing infrastructure. Keep your data protected and your usage compliant.