03 / AI

AI that runs through your operation, not around it.

Most AI engagements ship a slide deck and a demo. We embed AI into the workflow that already runs your business — starting with the highest-leverage pain — and stay until the metric moves.


We embed AI into your workflows — starting with the highest-leverage pain.

AWhat's in it

What an engagement actually delivers.

01

AI readiness audit

We score your data, your infrastructure, and your candidate use-cases. The output is an honest read on what's worth building this year, what's worth waiting on, and what's outsourceable today.

02

Custom agent and copilot builds

Production-grade agents — not chat-window toys. We've shipped a multi-model code review ensemble (Sigilix.ai) and a planner agent inside Rubberfit. We can ship one for you.

03

LLM ops infrastructure

Eval pipelines, prompt versioning, observability, cost controls. The boring plumbing that decides whether your AI feature gets quietly turned off after launch or actually lasts.

04

Change management

AI fails in adoption more than it fails in code. We work with your team on the workflow change so the new tool actually gets used.

BWho it's for

Best fits for this practice.


03 Next step

Talk to Arc & Anchor.

Book a free, no-deck strategy call. One hour. Honest read on where we think we can help — even if the answer is "not us".

Start with an AI audit