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Ai workflows & agents
Agents that draft product copy, triage support, flag stock and build pages inside your design system. A senior lead approves what ships.
AI workflows for brands like






How it works
Your team can Ask in Slack or Claude, the agent Drafts it against your store and theme, and you Approve the preview before anything goes live.
Can you add a landing page for the spring drop with the three new bags?
Inside an ai workflow
Four workflows we built. Pick a client, then drag.


Iba Cosmetics
300 product descriptions drafted, reviewed and published in two weeks
Agent trained on the catalog and brand voice, not the web
Drafts land in a review queue with diffs
Approved items published through Shopify's API
How it connects
Eight flows run our studio and our clients’ stores, and nothing goes out that a person hasn’t signed off. Two more show what we’d build for your team.
New lead
Every audit request checked, scored and in Slack
Site change from chat
400+ theme changes shipped from Slack since March
Daily scoreboard
Shopify, GA4 and Klaviyo in one board by 06:00
Low-stock alert
Variants under threshold flagged with a reorder draft
Review replies
3 drafts per review, checked against brand rules
Order exceptions
Failed payments and address errors triaged, reply drafted
Content drafts
Collection copy and FAQs from the catalog, for review
Weekly client report
One page of numbers every Monday
Support triage
Every ticket sorted, a reply drafted
Founder report
Cash, pipeline and churn in one page
01 starts with
Store audit form
Cal.com
Slack request
Shopify webhook
Review posted
Support inbox
02 runs on
Cloudflare Workers
GitHub Actions
n8n
Make
Shopify Flow
03 data lives in
Shopify
HubSpot
Airtable
Sanity
GA4
04 ai steps in
Claude
Claude Code
OpenAI
05 comes out as
Slack alert
Email report
Preview theme
Draft reply
Shopify draft order
Scoreboard
06 signed off by
Haniel approves
Your team approves
Form sent
A store URL and the three questions on the audit form.
Store audit form
Checked
Store fetched, platform detected, spam and duplicates dropped.
Cloudflare
Saved to HubSpot
The contact, the store and the answers.
Hubspot
Audit drafted
Claude writes the first three findings from the live store.
Claude
Slack alert
Who it is, what they sell and the draft, for Haniel to approve.
Slack alert
#leads
09:42
New lead: founder of a golf-bag DTC brand
Store: sundaygolf.com · Shopify · ~$2M/yr
Asked for: full rebuild + CRO
Draft audit: 3 findings ready for review
Example with mock data.
Tools we connect for your store

Make
Zapier
Shopify Flow
Airtable
Sanity
HubSpot
Klaviyo
Spoks
Slack
StripeOur process
First workflow live in about 3 weeks, measured on hours saved. Coloured bars are our work, grey ones are yours.
You
Access, approvals
Map
Tasks, data, approvals
Build
Agent, review queue, logs
Run
Measure, tune
From our case studies
Hours and outputs measured per workflow.
300
product descriptions in two weeks (Iba)
−60%
first-line support tickets handled by the agent
100%
of outputs reviewed by a person before publish
3 weeks
from kickoff to first workflow live
Want more examples?
01 / 03
Pricing
Fixed price for the project, or a subscription that keeps shipping after launch.
One-time project
$5,500
AI workflows
An AI workflow designed, built and piloted on your store, with review, logs and rollback.
Subscription
$3,000
/ month
Development subscription for stores adding agents every month.
Quality
Human approval
Nothing publishes without a person.
Grounded
Trained on your catalog and voice, not the web.
Logged
Every action recorded and reversible.
Scoped
Least-privilege API access.
Measured
Hours saved and error rate tracked.
Escalation
Hand-off to a person on low confidence.
Brand-safe
Copy checked against the voice guide.
You own it
Prompts, code and accounts in your name.
Still got questions?
Draft product copy in your brand voice, triage support, flag stock problems and build pages from your existing sections. The agent drafts; a person approves before anything is published.
Yes. Every draft lands in a review queue with the changes shown, and nothing goes live until someone on your team or our senior lead approves it.
We use current frontier models, including Anthropic's Claude, and choose per task based on quality and cost. The workflow, not the model name, is what we build and maintain for you.
We use model providers' business APIs, which don't train on your data by default, and the agent works from your catalogue and brand guidelines rather than the open web. We document exactly where your data goes before anything is switched on.
In hours saved and outcomes: how long tasks took before and after, how many drafts are approved without edits, and the effect on things like support response time or pages shipped. We agree the measures before we build.
It depends on the workflow and how much it needs to connect to. We scope each one and give a fixed price. See pricing or get in touch.
You've reached the end, so now…
Send us your store. Within one business day you get a short Loom from a senior: the three things we'd fix first, what it would cost, and whether we're the right team for it.
Prefer to talk? Book 20 minutes with Haniel or call +1 855-764-4977