Governed Data
Access for
AI Inference at Full Speed.
Dymium gives AI apps, agents, and analytics secure real-time access to just enough data at the moment of inference.
AI is moving fast. Governance hasn’t caught up.
Dymium is the company behind the Ghost Layer—a real-time enforcement architecture that controls exactly what AI agents, apps, and analysts can access.
What is Dymium?
Dymium powers governed access to enterprise data at inference time. Apps, agents, and analysts get just enough context to work without delays or risk. No exposure. No over-permissioning. No lag.
How It Works
Dymium evaluates every request before data is returned. Policies apply in real time based on identity, role, and context. Access is granted only when policy conditions are met.
Architecture
Dymium enforces policy using GhostDB, GhostAPI, and GhostMCP. These enforcement points act at the source with no staging or duplication.
Built for Compliance
Dymium governs sensitive data the moment it is accessed. Every request is logged and policy-checked in real time. Supports GDPR, HIPAA, and the AI Act. Compliance is built in with no extra work.
Dymium enables governed access for AI, analytics, and applications.
Just enough data. Governed, logged, and delivered in real time.
- Prevents over-permissioned access
- Blocks sensitive fields at inference
- Audits every AI interaction
- Controls safe access to live production data
- Stops sensitive data from leaking into models
- Governs model input across all teams
- Limits reporting tools to only approved data
- Redacts private fields for compliance
- Eliminates risky data copies for BI access
- Embed multi-source data into customer-facing apps
- Role-based control with column-level redaction, obfuscation, filtering
- Seamless data connection without network complexity
For teams that use data and teams that govern it.
Dymium lets apps and agents access only what they need. Security and compliance stay in control without slowing anything down.
Data & AI Teams
Faster access with fewer blockers.
.png)
Get governed access to data directly at the source—without delays, pipelines, or manual provisioning. Use more data across more tools with less engineering overhead.
AI & Product Teams
Deliver smarter features with governed access built in.
.png)
Empower AI-driven features, GenAI models, and internal tools with the data they need—without risking overexposure, policy violations, or compliance gaps.
Security & Risk Teams
Replace static roles with request-level control.
.png)
Apply fine-grained access controls by agent, user, role, or field—without relying on static permissioning or batch tools. Eliminate unnecessary exposure without adding friction.
Privacy & Compliance
Stay audit-ready by default.
.png)
Automatically apply masking, redaction, and logging on every request. Dymium helps you meet data protection obligations like GDPR, HIPAA, and the EU AI Act in real time.
Control at Inference Speed.
Dymium enforces policy as requests happen, so teams move fast without losing control.
.png)
.png)
.png)
.png)
Governance built for modern AI and applications.
Legacy tools use static roles and post-access checks. Dymium governs access in real time with identity, role, and context.
Challenge
High-volume, inference-time data demands
Over-permissioned or broad access
Risk from data duplication
Slow data delivery or provisioning
Limited visibility into usage
Enforces policy just in time for every request
Applies row, field, and role-level access controls
Provides live access without copying or staging data
Delivers governed access with no delay
Logs and audits every access request automatically
Legacy Tools
Not designed for real-time AI inference
Uses static roles and broad access groups
Requires ETL pipelines and shadow datasets
Delays access through batch jobs or tickets
Offers little or no visibility into agent behavior
.png)
.png)