Agility · Insight · Intelligence · Trust

Independent technical advice for teams building with AI.

ArcFox is a small consultancy working with engineering-led companies in the US and Europe. We cover three areas: AI adoption strategy, custom cloud-native tooling, and model sourcing with cost evaluation.

Agility
We move in short, testable steps, turning consulting, validation, and delivery into real-world progress quickly.
Insight
We turn observability data, architectural constraints, and business goals into decisions your team can act on.
Intelligence
We combine automation, AI-assisted workflows, and engineering judgment into systems that can keep evolving.
Trust
We build trust through zero-trust principles, reproducible evidence, and transparent delivery.
Inference prices rose sharply this year. Teams are re-deciding which models to run and what to build around them, often without time to do the analysis properly.

That analysis is what we sell. We are not a reseller and have no platform partnerships. We benchmark the options against your workloads, write up the trade-offs, and hand over the method along with the conclusion.

Everything we recommend comes with the data behind it, so your team can check the reasoning and re-run it later.

Three dimensions

What we do

Three areas, usually needed in this order: deciding direction, building what's missing, and controlling what it costs to run.

Contact Us

For cloud-native monitoring, zero-trust architecture, infrastructure tooling, or AI-assisted analysis, reach us at the email below.