We automate business processes
so they run without you in the room
We map your processes, run the ROI numbers, and build around your logic — not boxed software. Won't pay back — we'll say so ourselves and pass.
8 months in production · Dubai & worldwide · n8n / Make / Python / AI
They pulled ahead. It's not magic — it's AI and automation.
Ten companies that didn't just adopt the tech — they used it to break away from competitors. Sometimes it's AI, sometimes it's plain old robots and scripts. The common thread: they stopped doing repetitive work by hand a long time ago.
- What's automated
Customer support across 23 countries handled by a single AI assistant. Internal comms, marketing, and legal run through a corporate GPT portal used daily by 90% of staff.
How they use AIAn OpenAI-powered assistant handles chat in 35+ languages 24/7, classifies tickets, processes returns and disputes. The back office plugs into GPT through Klarna's internal Kiki tool.
How far ahead2.3M conversations in the first month — two-thirds of all CS traffic. Resolution time fell from 11 minutes to under two. Repeat contacts down 25%. Estimated profit impact: $40M a year.
Region: Sweden · global
They pulled ahead because they started early. It's not magic — it's your turn now.
They already measure payback in hours. You still measure it in quarterly Excel reports. The gap isn't budgets or geniuses — it's that they stopped doing by hand what machines have done for years. You can change that in 3 months, starting with a single painful process.
Sound familiar?
Half the day lost to copy-paste
A manager moves an order from email into CRM, then into inventory, then into a report. Every single day, on loop. Then we wonder why no one has time to think.
Lead messages at 10pm. By 10:05 they're with a competitor
By the time you reply in the morning, they've already signed with whoever answered first. Ad budget — gone. Lead — gone. Twice.
Everyone has their own number. No one is right
CRM says one thing, inventory another, accounting a third. The meeting starts with «well, in my spreadsheet…». Half a day on reconciling, zero on actual work.
Want more revenue — hire more people
More clients — more managers. More managers — more chaos: hiring, training, churn. Revenue goes up, you burn out.
We'll look at your processes. We'll tell you straight: what to automate now, what later, what not to touch at all. No upsell.
We don't sell boxes
We don't repackage SaaS, we don't bend your processes around someone else's template. Every project is built around your operating logic. But after 8+ months in production and dozens of scenarios, we have working patterns: what sticks in HoReCa, what sticks in e-commerce, what sticks in B2B. We adapt them to your case.
- 01Principle 01
One client — one project
No two businesses are alike — neither are our builds. Every solution is designed from scratch around your processes, people and tools.
- 02Principle 02
Stack picked for the task, not for us
n8n, Make, Python, low-code, custom — we choose what fits your case best. We don't push a technology because it's convenient for us.
- 03Principle 03
Won't pay back — we'll say so ourselves
We don't talk you into automating for the invoice. Sometimes the right answer is "leave it to the humans." We'll say it honestly and explain why.
Unique doesn't mean «from scratch every time». We have patterns — they adapt, they don't get stamped out. So below isn't a service catalog — it's the areas where we already know how to do the ROI math.
Six areas where the patterns are already there
This isn't a service catalog. It's six areas where we have working solutions and a sense of how they pay back. The exact set, stack and logic — we tailor to your business.
What we see most often in these niches
Which area are you in?
We'll show the patterns we've already shipped — and where they paid back first
Restaurant · HoReCa
Orders, bookings, supplies and analytics — no managers on the phone. Typically takes out 60–80% of inbound calls.
- Order intake via WhatsApp/Telegram, auto-saved to POS
- Table reservations with confirmations and reminders
- Stock control, auto-purchase orders to suppliers, demand forecast
The exact set and stack are tailored to your processes. These aren't packages — they're starting points for the conversation.
Digital document workflow for a city administration
We delivered a full incoming/outgoing document handling system: routing, approvals, deadline control, executor notifications. In production from month one.
Also worked on
Marketing websites
Landing pages and corporate sites with form-to-CRM and messenger integrations baked in.
Telegram bots
Bots that talk to customers, collect data, write into CRM and sheets — for services, bookings and support.
Turnkey integrations
n8n / Make scenarios linking CRM, inventory, payments and notifications — zero manual steps.
Four stages. After each — an artifact and a go/no-go decision.
- 01
Discovery & audit
30-min call + 1–3 days of analysisWe get on a call and dig into your processes — no templates, no canned answers. You walk away knowing where automation pays off in your case, and where it doesn't.
→Process map and 2–3 spots with ROI math
- 02
Prototype on your logic
1–3 weeksWe build a minimal working version on your real data and scenarios. You see the impact on concrete cases — before signing the bigger scope.
→Working prototype on your real data
- 03
Rollout
2–12 weeksWe scale the prototype, integrate with existing systems, train the team, and document everything. Access — yours from day one.
→Deployed system + documentation + trained team
- 04
Support
Monthly or quarterlyWe monitor stability, adjust to process changes, and add new scenarios. Walking away from us is painless — the stack is open, not proprietary.
→SLA, monitoring, new scenarios on demand
Between stages there's a kill switch. We don't move forward until you've seen the result of the previous one.
Two of us — both build
We moved to Dubai to deliver real value to local businesses: we ship what pays back and talk you out of what doesn't. No middlemen — the person on the call is the one who writes the code. Every project is run personally, from first call to release.
Danila Golod
Founder · Automation Lead
Mikhail Zankovich
Co-founder · Engineering
Common questions
Most failures come from "the box", not from the tech. We don't go into a big rollout without a prototype. 1–3 weeks, on your data, on your scenarios — if there's no impact, we don't move forward. You pay per stage, with a kill switch between them.
Tell us about the task
Fill out the form or message us directly — we'll get back at a time that works for you. We'll look at what you have and propose a fit.