Case Studies

Selected Case Studies

Real examples of custom software, agentic AI systems, scientific platform modernization, and infrastructure transformation.

Biotech Platform modernization
33 days
research code · to production
Scientific Platform Modernization

Venture-backed biotechnology startup

An internal scientific analysis platform, untested and manually operated, re-architected into a production system: automated testing, CI/CD, autoscaling CPU and GPU compute, SSO, and end-to-end observability.

Autoscaling Kubernetes CI/CD Automated testing Observability
Read the case study
Agentic Self-hosted

Cortex: an operating system for organizational intelligence

A single, access-partitioned brain that AI agents run on: documents, decisions, and code in one knowledge graph and compounding wiki, self-hosted and model-independent. Benchmarked at full-context accuracy on roughly a tenth of the tokens, with cost that stays flat as the corpus grows.

Private beta
benchmarked · agentic OS
Read case study
Agentic Knowledge platform

Organizational Knowledge Platform for Incubators

A multi-tenant organizational intelligence platform, designed and built from first principles: a shared agent ecosystem with tenant-isolated memory and a vendor-independent AI architecture.

Ongoing
incubators · agentic
Read case study
Open source DevOps

bioAF

Production-grade pipelines, notebooks, and experiment tracking that give small biotech teams the computational-biology infrastructure they need on day one, without hiring a DevOps engineer.

Computational Infrastructure
production-grade · no DevOps hire
Visit bioaf.co

Carrying production without a platform team?

Start with a 15-minute intro call, or send an email. We’ll talk through where your systems are today and what it would take to make them reliable.

Book a 15-minute intro call
Free · no obligation

Pick a time that works and it’s booked: a quick call to see whether we’re the right fit for what you’re building.

Pick a time