Ecommerce
3xreturn on ad spend
Ad creative and copy, generated and shipped on a schedule
A pipeline drafts campaign content and rotates social ad variants. The team reviews and approves; spend follows performance.
Running Gears Online Shop
AI-native services · Hong Kong & Australia
We're an AI-native services company. AI does the heavy lifting in how we work — so you get something working in days, not quarters.
What that looks likeLive
12days
“Prime Amigos showed up as peers, not vendors. Twelve days later we had an evaluation pipeline, a working assistant, and a team that actually understood it.”
Marco WongDirector, AVT Group
Our partners
AI-native, in practice
Days, not quarters.
AI does the heavy lifting in how we work. Here's what that looks like on a calendar.
- Day 1AI Quick Wins SprintFirst wins live, inside the sprint
- Day 5First 3 AI workflows livePrompts and templates built into how your team already works
- Day 10First 8 AI agents liveDoing measurable work in the flow of your business
- Day 21Company Brain for AIAnswers from your own documents, policies, and files, with sources
- Day 36Full AI ImplementationCustom agents and full workflow automation, live
Day 50. Transformed to an AI-native company.
An illustrative path, counted from kickoff. Your milestones are agreed when we scope the work.
How we work
No big-bang transformation. Each stage ends with something working — and a clear decision about the next.
Start here
Activate
Find where AI pays off first
Pick the one process worth doing first, get quick wins live, and prove it on a real metric.
You get: a quick win, a measured result.
Start hereBuild
Ship the thing that does the work
A redesigned process, an automation, a knowledge assistant, or the whole workflow — live in your business.
You get: agents doing measurable work.
Start hereRun
Keep it working
Secure it, watch it, and tune it. We stay on the hook for what's live.
You get: AI you can trust at scale.
Start hereEnable
Make it yours
Train business users and IT to run and extend it themselves.
You get: capability that stays in-house.
Where to start
Pick the one that sounds most like you. We'll show you where we'd start.
Activate
AI Quick Wins Sprint
We assess how the team works today, pick the tools that give back the most time for the least effort, and go live with the first wins inside the sprint.
Case studies
Four things we've put into production, and the number each one moved.
Construction & projects
−60%review time per bid
Tender documents read in minutes, not days
Retrieval across thousands of specification and drawing pages surfaces scope, exclusions, and risk flags before pricing.
AV & LED displays company
Insurance
4.1smedian answer time
Policy Q&A across 14,000 internal documents
Answers come from compliance documents with inline citations. It replaced an internal helpdesk queue.
Global insurance company
Retail
−21%stock waste
Store-by-store forecasting that store managers trust
Forecasts land inside the tools managers already use, so they act on them instead of overriding them.
Sunglasses brand
Why it sticks
You can buy the licences. What turns them into results is three things the tech stack can't deliver on its own.
Business sense
Knowing which processes reward automation, and which break if you touch them.
Adoption that sticks
The change management and workflow design that make a new capability stay.
AI fluency
The individual skill of working with AI well — taught, not assumed.
Where our founders have delivered
How we show up
Your win is our win
We share the successes and flag the risks early.
No big-logo bias
We take the work on its merits.
No black boxes
We tell you up front what AI can and can't do in your business.
Scar tissue included
We've shipped, debugged, and refined AI systems people actually use.
Get started
Tell us what you're trying to do. We'll give you an honest read — including when we think you don't need us yet.