"We chose Omnistrate because it empowered us to deliver on our promise to create a safety-first approach to building & managing AI Applications. The Omnistrate Control Plane as a Service streamlined our deployment process, eliminated infrastructure complexity, and allowed us to focus on innovation and customer experience. With Omnistrate’s robust capabilities, we launched ahead of schedule, under budget and our customers are able to securely deploy our solution anywhere they need it." Haroon Choudery, CEO Autoblocks AI

Case Study: How Autoblocks.ai Leveraged Omnistrate to Enable Simple Application Deployments into Their Customer’s Cloud Accounts

Company Overview

Autoblocks is a leading platform for AI application development, offering a robust framework for building, managing, and deploying AI models. Their core mission is to enable developers to seamlessly integrate AI capabilities into their applications while ensuring flexibility in deployment options.

To support enterprise customers looking to deploy AI applications within their own cloud environments, Autoblocks needed to create a scalable, easy-to-use Deployment Portal. Instead of building everything from scratch, they partnered with "Omnistrate" to accelerate their cloud development.

Challenges

• BYOA/BYOC & On-Prem Flexibility Enterprise customers demanded full control of their data and infrastructure, requiring Autoblocks to support customer-deployed (BYOA/BYOC) and on-prem environments without increasing operational burden.

• AI Infrastructure Support Running modern AI workloads meant managing GPU-based infrastructure with CUDA, time-sliced job scheduling, and fast model startup. AI workloads also needed to integrate seamlessly with third-party services like Amazon Bedrock to offer enterprise-grade AI capabilities.

• Cloud Operations at Scale As adoption grew, Autoblocks needed to streamline DevOps, SecOps, FinOps, and SRE operations—ensuring teams could deploy, monitor, and secure environments across multiple customer accounts and clouds with minimal overhead.

• Cost Visibility & Resource Efficiency With GPU costs and AI workloads varying by tenant, Autoblocks needed granular cost insights, per-deployment metrics, and tools to help both internal teams and customers optimize usage.

• Billing & Marketplace Readiness Scaling monetization required support for usage-based billing, SaaS metering, and integration with cloud marketplaces (like AWS) to drive co-sell and reduce friction in enterprise sales.

The Omnistrate Solution

Autoblocks partnered with Omnistrate to power a production-grade control plane and operational foundation that delivered:

• Seamless BYOA/BYOC & On-Prem Deployments Autoblocks now offers customer-managed installations with full enterprise control, while still maintaining centralized visibility, upgrades, and licensing—all powered by Omnistrate’s-generated secure, multi-tenant control plane.

• AI-Native Infrastructure Support With GPU-specific capabilities like CUDA, time-slicing, and job orchestration, AI companies can easily deploy and scale AI workloads. Fast model startup and Bedrock integrations are natively supported.

• Streamlined Ops Across Functions Omnistrate’s unified operations framework enabled Autoblocks' DevOps, SRE, and security teams to manage deployments, upgrades, logging, monitoring, and lifecycle workflows in a single pane of glass.

• Cost Control & Usage Insights With built-in cost tracking, Autoblocks gained per-tenant infrastructure visibility, real-time resource utilization (down to the pod and GPU level), and auto-scaling controls to optimize spend.

• Integrated Billing & Marketplace Support The generated Autoblocks control plane allows them to meter usage, automate invoicing, and list in cloud marketplaces with minimal effort—helping unlock new revenue channels and enterprise distribution.

Business Impact: Faster Time-to-Market & Cost Savings

By leveraging Omnistrate, Autoblocks:

• 📈 Reduced SaaS development time from 12+ months to weeks.
• 💰 Saved significant engineering costs (no need for large DevOps team).
• 🚀 Enabled self-service AI deployments.
• 🌎 Expanded globally with regional flexibility.
• ⚡ Improved operational efficiency and customer satisfaction.

Autoblocks focused on core AI innovation, not infrastructure—gaining a strong market edge.

Conclusion: Why Autoblocks Chose Omnistrate

Autoblocks partnered with Omnistrate to accelerate its growth with a modern, scalable control plane built for AI-native platforms. Key reasons included:

• Frictionless, self-service deployments that reduced manual effort and improved onboarding speed.
• Streamlined infrastructure and cloud operations, enabling global scale with operational efficiency and usage-based flexibility.
• Automated cost controls and metering, helping optimize spend while simplifying revenue realization.

By using a pre-built SaaS orchestration platform, Autoblocks launched faster, reduced complexity, and delivered a better customer experience.

Ready to Simplify Your Cloud Platform Deployment?

If you're building a SaaS offering and facing challenges like multi-cloud support, infrastructure management, or compliance, "Omnistrate" can help you launch faster.

🔗 Learn more about Omnistrate

For more information about Autoblocks, please visit their website