TrueFoundry

TrueFoundry is the enterprise LLMOps platform engineered to handle the complex demands of Generative AI and multi-step agentic workflows. By unifying deployment, governance, and resource optimization, TrueFoundry solves critical challenges related to security, compliance, and high operational costs in production AI. It empowers engineering and data science teams to deploy high-performance, governed AI agents with complete data sovereignty across VPC, on-prem, or air-gapped environments.

Key Features

TrueFoundry provides a unified, highly secure architecture that moves your LLM projects from experimentation to fully governed production systems faster and more efficiently.

🤖 Unified AI Gateway & Agent Orchestration

The centralized AI Gateway manages complex, context-aware workflows, providing full visibility and control over multi-step reasoning and tool usage. It handles agent memory, action planning, and tool orchestration through a secure protocol, ensuring reliable and repeatable behavior across all your deployed agents.

🔒 Complete Data Sovereignty and Compliance

Deploy TrueFoundry directly within your Virtual Private Cloud (VPC), on-premise infrastructure, or air-gapped environment. This architecture ensures that no data leaves your domain, guaranteeing complete isolation and meeting stringent enterprise compliance standards, including SOC 2, HIPAA, and GDPR.

⚡ High-Performance Model Serving & Optimization

Host any LLM, embedding, or custom model using high-performance backends like vLLM and TGI, optimized for speed and scale. The platform enables efficient fine-tuning workflows, distributed training, and one-click deployment of optimized checkpoints directly to production, dramatically reducing time-to-market.

📊 Granular Agent Observability and Tracing

Achieve deep insight into your AI systems with framework-agnostic tracing. Monitor every step of the agent execution—from the initial prompt to tool use and model response—with detailed metrics on latency, token usage, and outcomes. This full visibility extends to underlying infrastructure, including GPU utilization and node health, ensuring robust performance tuning.

💰 Automated GPU and Resource Optimization

Maximize infrastructure efficiency and minimize cloud waste through intelligent workload management. TrueFoundry offers automated GPU orchestration and autoscaling, alongside support for Fractional GPU features (like NVIDIA MIG and Time Slicing), enabling cost-effective sharing of expensive compute resources across multiple workloads.

Use Cases

TrueFoundry is designed for mission-critical enterprise use cases where security, cost efficiency, and agent reliability are paramount.

1. Governed RAG Deployment in Regulated Industries

Quickly deploy a secure Retrieval-Augmented Generation (RAG) stack in a single click, including the VectorDB, embedding models, and APIs, all housed securely within your compliant VPC. The built-in AI Gateway applies real-time policy enforcement, including PII detection and content moderation, ensuring that all interactions meet stringent regulatory requirements (e.g., HIPAA or GDPR) before reaching the end-user.

2. Scaling Internal AI Agent Automation

Enable sophisticated enterprise automation by deploying agents that securely interact with internal systems. Using the Model Control Protocol (MCP) Gateway, agents can access registered tools (like Slack, GitHub, or Confluence) via a unified, governed API. You can enforce granular Role-Based Access Control (RBAC) on tool usage, allowing different teams or roles to access specific internal resources without compromising security.

3. Optimizing Multi-Team GPU Cluster Utilization

For large organizations running multiple GenAI projects, TrueFoundry automatically schedules, scales, and rightsizes GPU workloads, utilizing fractional GPU support (MIG) to share resources efficiently. This capability transforms your GPU fleet into a self-optimizing engine, drastically increasing cluster utilization (reported up to 80% higher) and significantly reducing idle compute costs.

Why Choose TrueFoundry?

Enterprises choose TrueFoundry to achieve faster time-to-value and verifiable cost reduction while maintaining the highest standard of security and governance required for production AI.

Conclusion

TrueFoundry delivers the secure, scalable, and governed infrastructure essential for taking enterprise Generative AI and agentic workflows into production. If your organization demands complete data sovereignty, verifiable cost efficiency, and accelerated deployment velocity for complex AI systems, TrueFoundry offers the unified platform to achieve these goals with professional confidence.