The Reality:

You guys just got scooped up by HaystackID, huge congrats on the acquisition. But with that comes the immediate pressure to integrate your high-compute AI stack into their broader RelativityOne environment. You are now tasked with standardizing and scaling up operations to fit a massive new parent company, all without letting your underlying Azure infrastructure crack under the weight.

The Tax:

Processing 500,000 documents an hour using Azure OpenAI and Document Intelligence is a massive technical lift. The operational tax here is "cloud spend creep" and resource drain. Every unoptimized API call, over-provisioned cluster, or disjointed workflow during this transition burns cash. Worse, it pulls your core engineers away from developing your proprietary AI models and forces them to play catch-up babysitting the infrastructure.

The Fix:

Integrating and scaling up shouldn't drain your operational budget. We know exactly how to navigate the Microsoft ecosystem to unlock specific Azure funding programs and credits. We will use these programs to heavily subsidize this integration and optimization project, defending your bottom line while we streamline the tech.

The Defense:

We know scaling GenAI is expensive, especially with high-throughput CosmosDB operations and GPU clusters. To protect your bottom line, we can help leverage Microsoft Azure funding.

What We Take Off Your Plate:

• Infrastructure Optimization for Massive Loads: We will audit and restructure your Azure clusters so they auto-scale perfectly to handle that 500k docs/hour volume without breaking a sweat, ensuring your environment is ready for the RelativityOne integration. Explore our Cloud Architecture solutions.

• Stopping the AI Token Burn: Running heavy GenAI workloads for PII detection and summarization gets expensive fast. We will implement strict financial controls to track your token usage and compute burn rate, ensuring you aren't overpaying for your processing power. Learn how we manage this with FinOps as a Service.

Next Step: Buddy, I genuinely want to see you and the team win this post-acquisition phase. Let's grab 15 minutes to chat through what a focused Azure Architecture Audit looks like for your setup.