Engineering
01
Custom AI engineering
We sit inside your team to design the data pipelines, eval harnesses and inference path. Scope to production in 8–12 weeks.
- Discovery + scoping sprint
- Data + eval pipeline
- Production deployment
Newron is staffed by ex-research and ex-platform engineers who embed with your team. Most engagements ship to production inside one quarter.
From a focused engineering sprint to a custom foundational model — scoped to the problem, not a fixed package.
We sit inside your team to design the data pipelines, eval harnesses and inference path. Scope to production in 8–12 weeks.
When off-the-shelf models won't do the job, we build them — domain-pretrained, fine-tuned on your data, evaluated against the SOTA.
Document workflows, ops tooling and customer-facing copilots, built on the Newron platform and deployed in your VPC.
We don't hand over a slide deck. We deliver a working system your team owns and can run.
“They embedded with our team, shipped to production in eleven weeks, and left us with a system we actually understand and can operate ourselves.”
You do. Custom models are licensed to you, and we hand over the code, weights and documentation at the end of the engagement.
If it's well-scoped and measurable, it's worth a conversation. Many engagements start as a single workflow and grow from there.
On the specific tasks that matter to you, yes. Domain pretraining and fine-tuning let a smaller model match much larger ones at roughly an eighth of the inference cost.
Ex-research and ex-platform engineers who have shipped production AI. You work directly with the people building your system, not an account layer.
Tell us what off-the-shelf AI can't do for you. We'll scope an engagement and tell you honestly whether — and how — we can ship it.