DCT Vault™ Secure Data-to-AI

Power AI With Your Data. Without Exposing It.

DCT Vault™ builds the secure data foundation that makes enterprise AI possible - AI-ready pipelines, private model deployment, retrieval architectures, and controlled model integration that ensure your data stays where it belongs while your AI capabilities scale.

Explore Secure Data-to-AI Explore Capabilities

The Challenge

Enterprise AI runs on the data you can least afford to expose

Enterprise AI runs on data. The problem is that enterprise data is some of the most sensitive, regulated, and operationally critical information that exists - and most AI deployment models weren’t designed with that reality in mind.

Data locked in silos - enterprise data sits across dozens of systems, formats, and environments. AI can’t use what it can’t reach, and connecting everything without governance creates its own risks.
Privacy and compliance exposure - regulated industries face strict requirements around how data is processed, stored, and accessed. External AI models that ingest sensitive data create compliance liability.
Generic AI that doesn’t know your business - models trained on public data can’t answer questions about your products, your customers, or your operations. Enterprise AI needs enterprise context.
No control over model behavior - when AI runs on external infrastructure, organizations lose visibility into how their data is being used, stored, and retained.

Organizations face a difficult choice: limit AI to generic models that can’t reflect their business context, or expose sensitive data to external systems. That tradeoff is false. The right architecture eliminates it.

What it does

What Vault Does

Vault builds the secure data-to-AI architecture that makes enterprise AI both powerful and trustworthy. It connects your data to your AI capabilities through pipelines, retrieval systems, and deployment models that keep sensitive information under organizational control - without limiting what AI can do with it.

Capabilities

Six systems, one secure data foundation

AI-Ready Data Pipelines
Design and integrate structured and unstructured data pipelines that prepare enterprise data for AI workloads - cleaning, transforming, and routing information from across the organization into formats AI can actually use.
OutcomeScalable, reliable data foundations that power AI applications across the enterprise.
Secure Model Deployment
Deploy AI models on private or controlled infrastructure so enterprise data never leaves organizational boundaries - full AI capability within your own environment.
OutcomeAI performance without data exposure - full capability, full control.
Retrieval & Knowledge Architectures
Implement Retrieval-Augmented Generation (RAG) architectures, vector search, and semantic retrieval systems that give AI models access to your enterprise knowledge without embedding sensitive data into model weights.
OutcomeAI that answers questions about your business with accuracy, on your terms.
Enterprise Data Engineering
Prepare, govern, and integrate enterprise data across systems to support reliable, high-quality AI applications - because data quality issues upstream create AI accuracy problems downstream.
OutcomeClean, governed, integrated data that AI systems can operate on reliably.
Controlled External Model Integration
Where external AI models are required, Vault implements the safeguards, proxy architectures, and data sanitization layers that ensure proprietary information never reaches external systems.
OutcomeAccess to best-in-class external AI without exposing enterprise data.
Flexible AI Model Strategy
Vault supports deployment of both Large Language Models and optimized Small Language Models (SLMs) - selecting the right model for each use case based on performance, cost, privacy, and infrastructure constraints.
OutcomeCost-efficient, right-sized AI deployment with full control over model behavior.

Industries

Proven across regulated, high-scale sectors

Domain expertise changes everything. DCT combines industry knowledge with AI implementation experience to solve problems specific to how your sector actually operates.