Do The Best Work Of Your Career, Building With AI
Join a global team of business analysts and full stack developers who map how companies run, build the systems they run on and push what AI can do inside a real business.
Trusted by 100+ companies, including
- 6 figuresimpact on the bottom line
- 14 → 2people needed on one delivery team
- +40%revenue per employee, within 6 months
- 33% lowerproject completion time, from inquiry to completion
- 14 hours a weektime saved on B2B inquiries and quotes
- 40 hours a monthtime saved on client onboarding
- 1x → 6–7xpersonalized outreach capacity
- New CRMwith internal processes automated
- 1 hour → Secondsmanual work to onboard a new client
- End to endlead research and qualification automated
Why work with us
You work on real operations problems for SMEs, startups and enterprises all around the world.
The work is practical, varied and always changing, because what AI can do inside a business changes every month.
One week you might map how a logistics company quotes, schedules and invoices. The next you might build the system that replaces their six spreadsheets, or an AI agent that drafts quotes from past jobs.
The goal is simple: find what slows a business down, build the system that fixes it, and stay until the team runs on it.
That makes the work interesting. It also means it has to be clear, useful and good enough that people choose to use it every day.
What we do
We help companies fix how they run, from the first map to the system their team uses every day.
- Operations consultingA 14-day assessment that maps how a company runs, finds where time and money leak, and ranks what to fix first.
- Process mappingVisual maps of every workflow, owner, handoff and decision, built live with the people who do the work.
- Custom business systemsOne system the whole team works in, replacing the spreadsheets and tools that do not talk to each other.
- AI developmentAI agents and automations that take repetitive work off a team, to a quality on par with the people doing it today.
- IntegrationsConnecting the CRM, accounting, project and messaging tools a company already uses, so data is entered once.
- Dashboards and reportingA clear picture of where every job is, for owners and their teams, without building a report by hand.
You stay on each project from map to working system
Clients are SMEs, startups and enterprises all around the world. Every engagement runs Map, Prototype, Roadmap, Build.
A typical week on an engagement, by role
- Business analystTwo or three video working sessions, maps and roadmap items written up from them, and a weekly status call with each client.
- EngineerBuilding from a map and prototype the client has approved, connecting the tools the client keeps, and joining prototype reviews.
- FounderSets how we work, and meets every candidate before an offer is made.
JobClientPhoneStatusTime
#1038Hartley & Co.(512) 555-0142Scheduled08:30
#1041Mill Lane Dental(512) 555-0187Scheduled10:00
#1042Corbin Estates(512) 555-0119In progress11:30
#1027Rivera Bakery(512) 555-0163OverdueTue
#1044Oakfield School(512) 555-0130Scheduled14:00
OMOps managerShow overdue jobs first
FLField leadAdd the client's phone number
Both changes made
✓ Version 3 · approved by your team
The people who do well here
You do not need to be the loudest person in the room, or know everything on day one. You do need to care about the work.
- Think clearlyYou can explain a messy process, or a technical choice, in plain words.
- Ask better questionsYou keep asking why until you reach the real problem, not the first one you hear.
- Learn fastYou pick up new tools quickly, especially the AI tools that change every month.
- Take feedback wellYou ask for it, use it, and give it back with care.
- Care about adoptionYou judge your work by whether people use it every day, not by whether it shipped.
- Follow throughYou do what you said you would, when you said you would.
- Share what you knowYou write things down and help the person next to you get better.
- Notice the detailsYou spot the gap in a process, or the edge case in a build, before the client does.
Our values
Our values are at the core of how we work every day. Each one is something you would see us do on a project.
- Map before you buildYou can show the map or interview behind every feature you propose. If there is none, you get it before anyone writes code.
- Numbers with a baseEvery figure you write has a base, a period and a source. If you do not know, you write "we do not know yet" and say when you will.
- The client's team decides whether it worksYou show screens to the people who will use them before you build, and change the plan when they find a problem.
- Stay until it runsYou join the weekly check-in after launch and fix what the team trips over before you call the work done.
What you get here
We want working here to feel different from any agency or consultancy you have worked at before.
- Real businessesSMEs, startups and enterprises around the world, with problems you can see and fix.
- AI at the edge of what worksYou use and build with new AI tools every week, on work that has to hold up in a real business.
- The whole pictureAnalysts see the system ship, and engineers sit in on mapping calls. You learn the whole job, not one slice.
- Direct access to the founderYou work with the founder directly, with no layers of management in between.
- Real ownershipYou stay on your project from the first map to the system the team runs on, and it is yours to get right.
- A team that wants you to winSharp people who share what they know and help each other get better.
Everyone here meets the client
A global team of business analysts and full stack developers. You work beside the people on your project, and nobody hands work over a wall.
Four steps, and a reply within ten working days
The same process for every role. Each step tests the work you would do here.
- 01First call
We talk about the role, your experience and what you want to work on next.
- 02Practical exercise
A short, real task: map a process from a recorded interview, or build a small feature from a prototype screen. If it takes longer than two hours, we pay for your time.
- 03Case or technical interview
Business analysts work through a real, anonymized engagement. Engineers walk us through the exercise and a system they built.
- 04Founder conversation
A talk with Mihkel Sinikas about how you work and what you want from the role.
Apply to work with us
Two roles are open right now.
- Full-time · Remote, globalBusiness AnalystMap how client businesses run, find the bottlenecks and turn them into the systems we build, from the first mapping call to launch.Read the role
- Full-time · Remote, globalFull-Stack EngineerBuild the systems client teams use every day, from a map and a prototype the client has already approved.Read the role
Questions about working here
We are a global, remote team. You work from wherever you do your best work, with enough overlap in the working day to join client calls.
Yes. If the role sounds like you, apply and tell us where you would need to grow. We care more about how you think than about ticking every box.
You learn on real client work, beside people who use and build with AI tools every week. Analysts learn how systems are built, and engineers learn how businesses run.
Yes. Every application gets a reply from a person within ten working days.
It is a short, real task of about two hours, done in your own time. If it takes longer than two hours, we pay for your time.
We hire when client work needs another person. Check this page for new roles, or follow our founder on LinkedIn, where new roles are also shared.