For E-Commerce Brands €1M–€50M
Stop Drowning in Ops. Start Scaling by Profit.
We build AI agents and data infrastructure that eliminate manual work, fix your data chaos, and show you exactly where your profit leaks are.
- ✓ Save 100+ hours/month of manual work
- ✓ See DB1–DB5 by channel, SKU, and campaign
- ✓ Get investor-ready reporting in weeks
Sound Familiar?
These are the symptoms of scaling without systems.
"We're drowning in manual tasks."
Your team is copy-pasting between Shopify, Xentral, and spreadsheets. Every hour wasted is margin lost.
"I know we should automate, but where do I start?"
You've got 50 ideas but no roadmap. You need someone to tell you what to build first—and actually build it.
"Our data is a mess."
CAC looks fine in Meta, but your bank account disagrees. You can't trust your numbers.
"We're growing, but profit isn't."
Revenue is up 40%, but you're working harder and keeping less. Something's broken.
"I'm stuck in operations."
As Founder or CFO, you should be steering strategy—not reconciling orders and fixing data.
"We're not investor-ready."
You want to raise—or exit—but your financials aren't clean enough to present with confidence.
Recent Examples
A selection of AI agents and workflows we've built recently.
🛒 Customer Operations
Customer Sentiment Scanning
AI scans social media, reviews, and support tickets to surface customer sentiment and emerging issues.
Return Reason Analysis
Evaluate return reasons to improve product listings, reduce future returns, and boost conversion.
Automated FAQ & Helpdocs
Automate customer service requests and generate FAQ + help documentation proposals from real tickets.
📊 Data & Finance
Real-Time Contribution Margin Dashboard
Live dashboard showing contribution margins (DB1–DB5) grouped by channel—updated daily.
Profit-Oriented Team KPIs
Create profit-focused KPIs for team goals and incentives—aligned with unit economics.
Campaign Profitability Tracking
See the profitability of your campaigns in real-time, not just ROAS.
📢 Marketing & Growth
Server-Side Tracking Improvement
Improve tracking coverage and legal compliance via server-side implementation.
CLTV & Cohort Analysis
Comprehensive CLTV and cohort analysis for data-driven marketing decisions.
Automated Content Generation
Generate social media content automatically based on product data—scheduled and posted.
SEO Product Optimization
Improve SEO with automated product descriptions generated from product info and images.
Choose Your Path
Every engagement includes a 60-day ROI guarantee. If you don't see results, I'll refund my fee.
AI Agents & Workflows
This is for you if: You have one specific pain point (e.g., WISMO tickets, COGS tracking, lead sync) and want it solved in days, not months.
- ✓ Customer Service: WISMO bots, returns handling, FAQ automation.
- ✓ Finance Ops: Daily COGS, margin alerts, P&L to Slack.
- ✓ Marketing: Lead sync, ROAS alerts, creative briefing.
- ✓ Flat fee per agent: No retainers. No surprises.
- ★ Includes training + 30-day support
Data Warehouse
This is for you if: You're tired of spreadsheet chaos and want one source of truth for all your data—with real-time dashboards your CFO will love.
- ✓ Unified warehouse: Shopify, Amazon, Meta, ERP—all in one place.
- ✓ Automated dashboards: P&L, CLTV, CAC, SKU-level profit.
- ✓ Self-serve pipelines: Fivetran/Airbyte. No engineering needed.
- ✓ You own everything: Code, data, dashboards. No lock-in.
- ★ BONUS: 1 AI Agent included free
1:1 Consulting & Build
This is for you if: You want a fractional automation partner who understands unit economics and builds alongside your team long-term.
- ✓ Everything in Data Warehouse + unlimited custom agents.
- ✓ Bi-weekly strategy calls: Prioritize, build, iterate.
- ✓ Direct access: Slack channel + priority response.
- ✓ Team enablement: We train your ops team to self-serve.
- ★ Limited to 3 active partners
🛡️ 60-Day ROI Guarantee
If you don't see measurable ROI within 60 days of project completion, I'll refund my fee. No questions asked.
From Fragmented Data to Profit Clarity
Stop guessing. Start knowing. A unified data foundation for your brand.
Connect
We unify data from 150+ sources (Shopify, Amazon, Meta, Xentral) into a single, secure warehouse. No more silos.
Model
We transform raw data into business logic. COGS, attribution, and unit economics are calculated automatically every day.
Act
Visualize profit leaks in real-time dashboards and use AI to automate the fixes. Analyst-grade reporting, without the analyst.
The Unit Economics Blueprint
The exact framework I use with every client to find profit leaks and scale with confidence.
Inside: COGS structures, contribution margins (DB1–DB5), CLTV cohort analysis, CAC payback periods, and forecasting models.
- Stop spending on ads that destroy margin
- Know your true break-even at SKU and channel level
- Build investor-ready financial clarity
Economics
Blueprint
Why Work With Me?
I'm not a generalist agency. I specialize in e-commerce brands at the €1M–€50M stage—where complexity outpaces infrastructure.
- Unit Economics Fluency: I speak COGS, DB1–DB5, CAC payback, and LTV:CAC ratios fluently. Your CFO will love the dashboards.
- E-Com Platform Expertise: Deep hands-on experience with Shopify, Xentral, Billbee, HubSpot, Meta, and major marketplaces.
- 10+ Years in Growth & Ops: Attribution modeling, lifecycle marketing, return rate optimization—I've done it all.
- Tech + Finance Bridge: I translate complex automation architecture into business outcomes your board can understand.
Common Questions
What if we don't have a data warehouse yet?
No problem. Most clients start with a single AI agent (€1,500). If you need a warehouse, we build it for you. If you already have one, we plug into it.
What if our data is messy or incomplete?
That's exactly why we exist. We've cleaned up data from 30+ e-commerce brands. Messy data is our starting point, not a dealbreaker.
How fast can we expect ROI?
Most clients see measurable results within 2-4 weeks. AI agents typically ship in 1-2 weeks. If you don't see ROI within 60 days, we refund our fee.
Will our team actually use this?
We build with adoption in mind. Every project includes training and documentation. Our dashboards are designed for non-technical operators and executives.
Ready to Stop Guessing?
Book a 20-minute strategy call. No pitch deck. No pressure.
We'll map your biggest profit leaks, show you 1-3 automations we'd build first, and answer any questions. If it's not a fit, we'll tell you.