Forward deployed engineers across e-commerce and legal. We embed, build AI systems, and stay to run them. See the proof →
Forward Deployed Engineers

Forward deployed engineers
for your margin.

We embed inside your business the way a forward deployed engineer does — build AI systems in your environment, ship them to production, and stay to run them. Trained on Anthropic's Claude, with AI agents doing the heavy lifting. Our fee is tied to results. Working across e-commerce and legal.

What We've Done

Live projects across multiple clients. Here's a taste.

Fashion Retailer

AI pricing engine

Replaced an external pricing vendor. Built an in-house engine covering tens of thousands of SKUs with real-time monitoring every 15 minutes. A/B tested against the old system across every metric.

Subscription Brand

Churn prediction

Subscribers were cancelling and the team only found out after the fact. We unified 7 data sources and built prediction that flags at-risk customers before they leave.

Fashion Retailer

Product image animation

Replaced the traditional retouching process. Static product images converted to animated versions using AI. Closed the photo studio entirely, moved to supplier imagery plus AI-generated content.

How We Work

01

Discovery Call

Day 1

We talk. You tell us where it hurts. We find the low-hanging fruit together — report automation, disconnected systems, missing dashboards, manual processes eating your team's time. No questionnaires. No discovery phase that takes six weeks.

02

Quick Wins First

Week 1-2

We start with impactful, easy projects. KPI dashboards. Report automation. Joining up disconnected systems. Market analytics. Content growth plans. You see results within two weeks. No six-month roadmaps. No death-by-committee.

03

We Stay and Operate

Ongoing

We're not consultants who hand over a PDF and leave. We keep the agents running. Dedicated Slack Connect channel. On hand 24/7. We educate your team, roll out AI across departments, and keep finding new margin. The agents get smarter. Your margins keep improving.

You Keep 90%

We take 10% of the margin we find. Discovery, implementation, rollout, and ongoing maintenance. All included.

£100K saving → you keep £90K. We run everything.

Book a Call

Let's find your margin.

Tell us about your business and we'll reply within 24 hours with a preliminary assessment of where we'd operate — no slide decks, just a concrete list of opportunities with estimated impact.

Monthly margin insights

Stay sharp

One email per month. AI tactics, margin wins, and operational lessons from real engagements.