For E-commerce Brands

Add real margin
to your store with AI.

Custom AI automations that save your team serious hours or sharpen your marketing returns. Built for Shopify and DTC brands.

Book a call See how it works
Pilot before you commit No retainer, no lock-in
Trusted by companies like
What we build for e-commerce brands

Three places AI
moves your margin.

Wherever your store is bleeding hours or money — wasted ad spend, support overload, manual ops — we build the automation that plugs it.

Marketing

Drives the business. High cost, lots of hands, hard to scale without burning budget.

What we build
  • Ad creative testing on autopilot
  • SEO content automations
  • Marketing reporting dashboards
  • Newsletter automations

Sales & Service

Inbound leads and tickets pile up. Your team is too busy to follow up well.

What we build
  • Support triage that handles 70% of tickets
  • Cart abandonment recovery that converts
  • Personalized email follow-ups
  • Review and loyalty automations

Operations

High volume work eats hours. Listings, inventory, refunds, and price checks slow you down.

What we build
  • Product listing optimization
  • Image optimization
  • Inventory management flows
  • Competitor price tracker
Try before you buy

One pilot build.
You decide what comes next.

No retainers, no upsell theater. We ship one automation, you see the work and the results, then you decide.

How the first build works

You pick the bleeding spot — wasted ad spend, ticket pile-up, manual ops. We scope and build one automation end to end. If we partner up after, the pilot fee credits to your first month. If not, you keep the automation. We part as friends.

01
30-min audit call
We map where AI moves your margin most. Free, no pitch.
02
Pilot build
One automation, scoped and shipped. You see exactly what you're getting.
03
You decide
Keep going? Pilot fee credits to month one. Walk away? You still own the automation.
Start a pilot No long contracts · You keep the build either way

Scoped in a single call

Thirty minutes is enough to map where AI moves your margin most. You leave with a clear pilot scope and a fixed price — or honest reasons why we shouldn't build.

Honest fit-check, upfront

If automation can't fix what's broken in your business, we'll tell you before you spend a dollar. No pitch deck, no theater.

You own what we build

Every flow, prompt, and integration is yours. Walk away whenever, take the work with you. No lock-in, ever.

How it works

Three steps from
kickoff to handover.

No long discovery phases. We scope, build, and ship inside the first month.

1

Audit

We map every hour your team loses and every dollar your ads waste. You leave with a clear list of automations and the margin each one returns.

Week 01 · Margin audit
2

Build

We build the AI flows end to end. Ad automations, support bots, listing tools, and inventory flows. You approve. We ship.

Week 02–04 · Build & ship
3

Scale

Weekly reviews on what each flow saves or earns. We tune the winners and replace the rest, until your margin compounds.

Week 05+ · Weekly cadence
Book a call · For e-commerce founders

Pick a time.
We'll handle the rest.

Thirty minutes with a senior operator. Not a sales rep.

  • Live walkthrough of your store and ad account
  • Three automations to lift your margin, ranked by impact
  • If automation can't fix it, we'll tell you upfront
  • Benchmark report on your category, sent within a day
Hosted by Amro Hamwi Founder · Twilight Scale
Frequently asked

Answers to the things
you'd ask on the call.

If we missed yours, bring it to the audit call. No question is too dumb or too direct.

How is this different from hiring an in-house AI engineer or another agency?
We don't sell hours and we don't sell retainers. We ship one workflow against one bottleneck and you own it end to end. An in-house AI hire is a six-month bet at $150k+. An agency rents you their team and bills monthly forever. We're a four-week proof — and after that, you decide whether to keep building or walk with what we shipped.
What if the pilot doesn't deliver?
Our promise is simple: if we can't ship a working pilot in four weeks, you don't pay the build fee. If we ship it and it underperforms, we either iterate it on us or refund you. We'd rather lose one fee than ship work that didn't move a number.
Will this replace my team?
No — and that's not the goal. The automations kill the four-hour Friday report, the 9pm bid checks, and the manual-listing grind. Your team stops doing junior work and gets pulled into strategy, creative, and customer relationships. We've never had a client lay anyone off after a pilot — they grow accounts instead.
Will it break my stack? What does the integration look like?
We plug into what you already pay for — Shopify, Klaviyo, Gorgias, Triple Whale, Meta & Google APIs, GA4, Slack, Notion. No new dashboards to learn, no rip-and-replace. If your stack genuinely doesn't fit the build, we tell you on the audit call before you spend a dollar.
Who owns the IP — can I take it with me?
You own 100% of it. Every prompt, workflow, integration, and credential lives in your tools, in your name. At handover we transfer the repo, the documentation, and the access — no SaaS dependency on us, no off-boarding fee, no vendor lock-in.
Will my data train someone else's AI?
No. We use API access (OpenAI, Anthropic, etc.) under enterprise terms with zero-retention settings. Your customer data, ad data, and product catalogs aren't logged or used to train any model.
Who is this not a fit for?
Brands under $1M in revenue (the bottleneck is usually demand, not automation), brands whose real problem is product-market fit, and founders looking to outsource thinking instead of execution. If that's you, we'll say so on the call and point you somewhere better.
Last thing

Your team is busy.
Your margin shouldn't be.

If your product is strong, the only thing missing is the system behind it.

Book a call How the pilot works
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