From bold ideas to reliable AI systems.
Founded by Ed Jaeger (full-stack developer & cloud architect, 20+ years), Birthbaum builds secure, scalable platforms for data-driven products, analytics, and agentic AI - shipped carefully, fast.
Overview
Pragmatic architecture
Secure, scalable systems for data platforms and emerging AI workflows. We design for correctness, observability, and calm operations.
From zero -> MVP
We take startups from concept to launch with clear docs, dependable infra, and quick iteration - no heroics, just good engineering.
Care & transparency
Self-hosted when it makes sense, cloud when it's smart. Reverse proxies, SSL automation, CI/CD, and measured rollouts.
Capabilities
Agentic AI
Internal ChatGPT-style bots and AI agents that orchestrate tools (search, code, data, APIs) with guardrails, logging, and human handoff.
MPC & privacy
Exploring multi-party computation and tokenized joins so teams can collaborate on sensitive data without exposing raw inputs.
Dashboards from any data
From civic datasets to product analytics, we build AI-assisted dashboards and auto-summaries your team can trust.
Recent work
Infra revamp + agents
Private client: multi-repo CI/CD, scalable API system, and AI agents that assist developer workflows.
Traffic Harvester
ML-based crash forecasting with billing, access control, and daily + live summaries.
Neighborhood Pulse
Real-time civic data transformed into an AI dashboard of neighborhood health.
Contact
Have a platform to build, a pipeline to stabilize, or an AI feature to ship?