The Reality: Simulation is Heavy
Ed, I was digging into The Jenny Project’s architecture today. The pivot from "Surveys" to "AI Consumer Replicas" is smart for the business, but I know the engineering reality behind it. Running a static survey is cheap. Spinning up thousands of AI agents to simulate human behavior for a General Mills product launch is a massive compute load. You are effectively building a high-performance simulation engine, not just a SaaS app.
The "One-Man Army" Tax
I see you are the Senior Platform Engineer holding down the fort. In a seed-stage startup, that usually means you are the Architect, the SysAdmin, and the 24/7 On-Call support. The danger is the "Bandwidth Tax." Every hour you spend upgrading EKS node groups, debugging a Lambda timeout, or managing IAM roles is an hour you aren't optimizing the core simulation logic. You need to be building the "Brain," not fixing the pipes.
The Fix: We watch the cluster, you build the brain
Think of 2bcloud as your "Fractional Platform Team." We handle the heavy lifting of the infrastructure, likely tuning the EKS environment to auto-scale perfectly during a simulation run so you don't overpay for idle GPUs. We keep the infrastructure boring and resilient; you focus on the "Consumer Replica" algorithms.
The "Funded" Scale-Up
Since you raised that Seed round in late 2024, you are in the perfect window for AWS Startup Funding. As a Premier Partner, I can help you weaponize those credits. We can essentially get AWS to foot the bill for the infrastructure optimization work. We use their money to ensure your simulation engine is enterprise-ready for the next big CPG pilot, preserving your seed cash for headcount.
What We Take Off Your Plate:
· Simulation Scaling: We optimize your EKS or Batch setup so that when a client runs a massive scenario test, the compute scales up instantly and scales down to zero when done.
· Inference Costs: Running AI agents is expensive. We help architect the move to Spot Instances or Inferentia chips to cut the cost of those simulations by 70%.
· Enterprise Security: Selling to massive brands like General Mills means massive security questionnaires. We run the Foundational Technical Review (FTR) to ensure your platform passes their audit on day one.
Next Step
I wrote this because I saw the tech stack and figured you'd rather be shipping new simulation features than wrestling with Terraform state files. Let's grab 15 mins to chat about the roadmap.
