We build the bridge from complex reality to working systems.
We help you turn complexity into systems you can be proud of.
If you've got a tough constraint, a tight deadline, or a real knot to untie, we're here to help.
What we do
Where we go deep.
Software Engineering Management
Leadership that lands. Roadmaps, architecture decisions, delivery systems, and team health — with hands-on technical depth when it matters.
Applied AI
AI that earns its keep. We build useful tools around real constraints: imperfect data, compliance needs, latency, cost, and adoption.
Cancer Research & Bioinformatics
Reliable pipelines and tools for biomedical data. Reproducibility, data processing, and systems that help research move faster and more safely.
Work we're proud of
Spatial Transcriptomics Explorer
Interactive visualization of spatial biology data — cell types, gene expression, and tissue architecture. We understand your science, not just your data.
Production Incident Simulator
Simulate a production incident. Monitor how your team and systems respond through a production outage to identify bottlenecks and pain points that would hurt during the real thing.
Tech Debt Quantifier
Translates engineering reality into business impact — the real cost of tech debt, where it lives, and how to align your devs with the roadmap.
Have a painful problem to solve?
Use chat to share the constraint you're dealing with. We'll ask a few questions and tell you what we'd do first.
We live at the boundaries
gr84x works where technology meets people — where engineering meets business — and where research hits the road.
That's usually where the work gets stuck. It's also where a small team with range can be most useful.
We learn fast, and keep going until it's done.
Our promise
Clarity and persistent execution through difficult terrain.
Clarity first
Before we write a line of code, we make sure everyone agrees on what success looks like — and what it doesn't.
We don't quit
Hard problems don't have clean timelines. We stay in the work, adapt when the terrain shifts, and keep moving forward.
Honest by default
If we're not the right fit, you'll hear it from us first. If something's off track, you'll know before it's a crisis.
Chat with gr84x
Share your constraints, timeline, and what's stuck. We'll ask a couple of clarifying questions and tell you honestly whether we're a fit.
Get in touch
Tell us about your project and we'll follow up by email — usually within a business day.
Or email us directly at info@gr84x.com