AEROXIS · PRODUCTION AI & PLATFORM ENGINEERING
We ship production AI and platform work for federal-adjacent teams.
Production machine learning, digital twins, and DevSecOps platform work — delivered by the engineers who write the code. Built for teaming with federal primes and contractors.
WHAT WE DELIVER
Three lanes,
all production-grade.
We don't do demos that never ship. Every lane below has run in production.
Satellite & sensor anomaly detection.
ResNet-based models flagging scene-level anomalies in NOAA GOES & JPSS imagery — 97% accuracy on GOES-ABI, with published checkpoints.
Digital twins & scientific-data workflows.
Earth-observing digital-twin prototyping for the NESDIS ground system — data pipelines and ML woven into mission workflows.
CI/CD & platform modernization.
GitLab CI/CD deploying scientist-facing software to Kubernetes on AWS EKS — dev, stage, and prod, fully automated.
HOW WE ENGAGE
From first call
to scoped pilot.
A short intro call, a bounded assessment or pilot with guardrails, then teaming or subcontract delivery.
The workload
- › The agency, the vehicle, the mission workload
- › Where a small senior team fits
The bounded pilot
- › Fixed scope, fixed timeline
- › Guardrails and success criteria up front
Teaming & delivery
- › Subcontract or teaming agreement
- › Senior engineers, no handoff gaps
FOUNDER-LED
You work with the founders,
not an account manager.
Every engagement is founder-led, with vetted senior contract engineers under NDA and IP assignment.
CEO
Karen Joseph
16+ years in systems engineering. Previously Amazon, Accenture Federal Services and Aquilent.
CTO
David Daniel
Previously Boeing Intelligence & Analytics and Cyware Labs.
PAST PERFORMANCE — DELIVERED THROUGH AEROXIS AS A TEAM MEMBER UNDER STC'S PRIME CONTRACT
NOAA satellite anomaly detection
A ResNet-18 model that flags scene-level anomalies in NOAA GOES & JPSS satellite imagery — 97% accuracy on GOES-ABI, 93.8% on VIIRS. Delivered via Science & Technology Corporation (prime).
Satellite data science CI/CD pipelines
Manual, fragile deploys to one-click production on AWS EKS — a GitLab CI/CD pipeline that let STC's satellite scientists ship their own software across dev, stage, and prod.
NEXT STEP
Thirty minutes.
A straight
answer.
Tell us the agency, the contract vehicle, and the workload. We'll tell you plainly whether a small senior team is the right fit — and what a bounded pilot would look like.
WHAT YOU LEAVE WITH
- › Whether the workload fits a small senior team
- › What a bounded pilot would scope and cost
- › Our capability statement for your files