Choose the Right Engagement Model
We work with ecommerce and marketplace businesses that need AI to work in production, and the products underneath, not a large agency layer. Start with a 5-day audit, ship an MVP in a 30, 60, or 90-day sprint, add AI or automation to what you already run, or keep a founder-led team building with you long term. We also build and run our own commercial products, proof we ship, not just plan.
AI Speed. Engineering Ownership.
We use AI at every stage, research, planning, development, and testing to move faster and keep costs down. But every engagement is owned end-to-end by a senior engineer as lead architect, so whether we are launching a new product or improving an existing one, you receive software your business can run on: secure, maintainable, and ready to grow.
Four Ways to Start
Pick the model that matches your stage: plan it, launch it, improve it, or grow it. Each one leads naturally into the next.
Production Readiness Audit
Test an AI prototype on your real data, or map a manual workflow and its cost, before you commit to a build.
- AI prototype tested on your real data
- Or a manual workflow mapped and its cost measured
- Risks ranked by severity, in plain language
- A success metric agreed in writing
- Written report you keep, even if you stop here
- Fixed-price, fixed-date sprint quote
Fixed-Price Sprints
Harden an AI prototype in 10 working days, put one back-office workflow into production in 30, connect 2-3 in 60, or launch a platform in 90.
- Fixed price and fixed date
- Test set built from your real data
- A person approving risky steps
- Weekly progress demos
- Production deployment with monitoring
- Measured handover report
Custom Project Sprint
For software you already run. New features, AI upgrades, or performance fixes delivered in focused sprints.
- Existing project customization
- New features and integrations
- AI features for your current app
- Performance and security improvements
- Regression testing before release
- No rebuild unless it truly pays off
Care Plan & Partnership
AI systems need care after launch. We monitor them, re-test them every month, and keep them working as models and APIs change.
- Monitoring and alerts
- Monthly re-test on your data
- Model and API updates
- Cost caps on AI usage
- Small fixes included
- Development capacity, from $1,500/mo
How We Begin
A fast, simple process: from first message to an actionable plan in days, not weeks.
Share the Workflow
Tell us what you want to automate, fix, or build. A short summary is enough and we respond within 48 hours.
Discovery Call
We discuss the workflow, what it costs today, your tools, timeline, budget, and any AI you already run.
Audit or Proposal
Clear, small scope gets a written proposal within days. A prototype or larger build starts with the $990 audit, credited to your sprint.
Kickoff & Delivery
After approval, work starts immediately, with weekly demos so you always see real progress.
In Writing, Before We Start
From the engineer behind software 2,400+ businesses run on. These terms go into every engagement contract.
Your Code, Your Repository
Code lives in your GitHub from day one. Everything built for your project is yours on final payment.
Fixed Price, Written Changes
The price only changes if you approve a scope change in writing. No hourly surprises.
Live Hours for US and EU
6 hours of live overlap with US Eastern (9am to 3pm ET) and the full Central European working day.
30-Day Bug-Fix Warranty
Anything that does not match the agreed spec in the 30 days after handover is fixed free.
Simple Payment Options
We support practical payment options for international clients, milestones, sprints, and long-term partnerships.
SWIFT & International Bank Wire
Standard bank transfer option for companies that prefer formal invoicing.
Payoneer
Convenient global payouts and transfers for freelance-friendly billing.
USDT / USDC (Crypto)
Direct stablecoin transfer for international clients who prefer settling without a bank intermediary.