AI deployment consulting, by an operator

Send AI to work for your business.

I run a real multi-channel commerce business on a full stack of AI agents I built myself. The same playbook, deployed for you — from audit and design through build and managed ops.

Real case study · a multi-channel eyewear-accessories retailer (Walleva)

53
tools unified into one MCP layer
48,000
product images AI-classified
5+
sales channels automated
weeks
from zero to live, run lean

Why us

Most AI consultants sell strategy decks and pilots that never ship. We're different.

Operator, not slideware

I run a real multi-channel commerce business entirely on AI agents I built myself. I don't sell decks — I sell what's already running in production.

Designed for ROI, not for show

Every agent maps to hours saved or revenue unlocked. We prioritize first, then build.

We run it after we build it

Not a hand-off and goodbye. Monitoring, tuning, iteration — so it keeps working reliably in the real business.

The service path

It starts with one free call. Every step delivers a tangible artifact and de-risks the next.

0 Free

Free consultation

A 60-minute call, no charge. We surface the highest-leverage place to put AI in your business, live.

1 Entry · low-cost

AI Readiness Audit

An audit document: process map + opportunities ranked by ROI/effort + an architecture sketch + a phased roadmap.

2 Fixed fee

Design Document

The blueprint: model choice, the tool/MCP integration layer, data flow, security, cost model, build sequence.

3 Project-based

Build

We build the agents, automations, integrations and internal copilots — running on your own systems and data.

4 Monthly retainer

Managed AI Ops

Hosting, monitoring, tuning, model upgrades, new automations. Every build becomes an ongoing partnership.

Not sure where to start?
Book a free consult and I'll help you figure it out.

Book now →

Flagship case study

An entire multi-channel business, run on AI agents

Shopify, eBay, Amazon, Walmart, Google Shopping — pricing, inventory, fulfillment, imagery and support, once handled by a small team by hand across every channel. We built the whole system in weeks:

  • Internal AI copilot for staff — embedded in the admin, usable by non-technical people, with dozens of guard-railed tools.
  • A 53-tool MCP integration layer letting AI act directly on real business systems.
  • Cross-channel automation — inventory sync, automated pricing, velocity-based replenishment, fulfillment monitoring, reporting.
  • 48,000 images vision-classified and quality-scored — an unmanaged pile turned into a searchable asset.

What this playbook does for you

Hand repetitive operations to agents, and put your team back on the work that actually matters.

Talk through your business →

Start with a free consult

One hour, no charge, no pressure. Scan on WeChat to reach me directly, or fill the form and I'll come to you.

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Book your free consult

A one-hour call, no charge. We find the highest-leverage place to put AI in your business.

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