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AI21 + NVIDIA: A Smarter Path to Self-Hosted AI
Enterprise AI is at a crossroads. While proofs of concept show promise, most fail to transition into production due to one critical gap: today’s AI can generate content, but it struggles to reason, plan, and execute reliably. That’s why AI21 is integrating Maestro with NVIDIA NIM—giving enterprises a self-hosted AI solution that is powerful, flexible, and production-ready.
Beyond Prompting: AI That Plans, Simulates, and Executes
Traditional AI approaches fall short when deployed in real-world enterprise environments:
- “Prompt and Pray” Methods: LLMs generate responses probabilistically, but they lack consistency, control, and validation.
- Hard-Coded Chains: Rule-based workflows provide predictability but are fragile and inefficient when business needs evolve.
AI21 Maestro is an AI Planning & Orchestration System that dynamically orchestrates, reasons, and executes multi-step workflows with precision. Unlike standalone LLMs, Maestro selects the right AI model, validates decisions, and ensures execution aligns with enterprise requirements.
Why Self-Hosted AI Matters
The demand for self-hosted AI is rising as enterprises recognize the limitations of cloud-only AI services:
- Data Sovereignty
Industries like finance, healthcare, and government require AI solutions that keep data within secure environments. - Performance & Cost Efficiency
On-premises AI avoids unpredictable cloud expenses and allows businesses to optimize GPU utilization. - Control & Customization
Enterprises need AI that aligns with their workflows—not a one-size-fits-all cloud API.
AI21 Maestro, deployed in your private cloud or on-prem infrastructure, gives enterprises full control over their AI while maintaining high performance and reliability.
Seamless Self-Hosting with NVIDIA NIM
By integrating with NVIDIA NIM microservices, Maestro provides enterprises with a scalable and adaptable AI infrastructure:
- Optimized AI Execution
Maestro dynamically selects the best AI model for each task—whether it’s an LLM for text generation, an embedding model for retrieval, or a reasoning model for structured decision-making. - Enterprise-Grade Performance
NVIDIA NIM ensures low-latency, high-efficiency inference, while Maestro orchestrates AI-driven workflows with observability and control. - Self-Hosted AI with Full Compliance
Deploy Maestro on-premises or in your VPC, ensuring enterprise security, privacy, and regulatory alignment.
With pre-optimized containers and efficient GPU utilization, NVIDIA NIM streamlines AI deployments, making self-hosted AI as seamless as possible.
How Maestro + NVIDIA NIM Transforms AI in Enterprises
Here’s how this integration enables AI that actually delivers:
| What You Need | What the System Does | Why It Matters |
| Accurate AI analysis | Maestro selects the right model and validates outputs | No more embarrassing AI errors in high-stakes decisions |
| Optimized infrastructure | NVIDIA NIM fine-tunes GPU utilization | Better performance without overspending on hardware |
| Data security & compliance | Self-hosted deployment keeps everything local | Ensures regulatory compliance and protects sensitive data |
| Cost efficiency | Maestro dynamically manages resources | Predictable AI costs that scale with demand |
From Experiments to Enterprise AI That Works
For AI to move beyond experimentation, it must perform reliably in mission-critical environments. With Maestro and NVIDIA NIM, enterprises can:
- Automate financial risk analysis with traceable, adaptive AI workflows.
- Deploy AI-powered customer interactions that improve dynamically.
- Build AI agents that execute complex tasks with enterprise-grade precision.
Real Talk from the Experts
“As AI moves rapidly into production, enterprises need high-performance inference to power AI agents and reasoning,” says Amanda Saunders, Director of Generative AI Software at NVIDIA. “AI21’s integration with NVIDIA NIM microservices provides a flexible option for deploying NVIDIA-optimized AI models.”
Ori Goshen, Co-CEO of AI21, adds: “Enterprises need AI solutions they can trust to execute complex tasks, not just generate responses. Maestro ensures AI aligns with strategic goals—delivering accuracy, efficiency, and control while integrating seamlessly into existing AI infrastructure.”
Get Early Access
Be among the first to deploy AI agents that don’t just generate responses but execute with intelligence. Sign up for Maestro early access today.
