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About us

Visual intelligence.

Skilled work lives in people's hands and has never been written down. We capture it from the worker's point of view and turn it into visual intelligence: know-how crews can share on any job, and robots can learn from.

mission.yamlLive
crews
organize · earn twice
robots
learn from the best
people
paid · in control
focus
construction · trades
also
hands-on work at home

Our mission

Make skilled work visible. So the people who do it can help each other on demand, and the machines beside them learn from the best.

Why

Every year, experienced electricians, plumbers and carpenters retire, and their know-how goes with them. Too few people follow, and those who do often learn alone on site. Robots could take on the dangerous and repetitive parts, but they learn by watching real work, and almost no one has recorded how skilled work is actually done.

How

We go where the work happens. Crews wear a helmet or head camera while they work as usual, and get paid for every clip that passes review. We label each step and turn the footage into visual intelligence: for crews who want to organize, earn and back each other up, and for the labs building tomorrow's robots.

What drives us

Two futures, and both matter equally to us. In one, every worker has visual intelligence at hand, and crews can help each other on demand, wherever the job is. In the other, robots lend a hand on site with the hard, dangerous work, having learned it from the people who know it best.

What we build

One system, from the hands to the model.

Construction sites and skilled trades are our core. In the Addvista app, people can also share footage of other hands-on work, such as projects and repairs at home.

01Capture

Recorded on real jobs

Helmet and head cameras show the hands and the work, not the wearer's face. The app guides each task and tells crews what to record.

02Understand

Every step labeled

Each clip is reviewed and broken into steps: task, hand pose, tool, contact and outcome. Faces and private details are removed.

03Deliver

Useful on both ends

Crews get a task app and extra income. Labs and robot makers get rights-cleared datasets, an API or recordings made to order.

What we stand for

The camera is easy. Trust is the work.

01

Paid, not mined.

The people whose skill is in the footage get paid for it. Every accepted clip earns money.

02

Hands, not faces.

We record the work, not the worker. Faces, voices and private details stay out of the data.

03

Consent on record.

Every clip comes with the company's permission and the worker's consent, documented before the first frame.

04

Built with the trades.

We design with crews on real sites, not in a lab. If it slows down the job, it doesn't ship.

Founded

2026

Company

Addvista Inc., Delaware, USA

In Europe

Berlin, Germany

Focus

Electrical · Plumbing · Trades

Team

Construction know-how meets robot data.

We come from building design, AI, engineering and video. Between us, we know the job site and the models that will learn from it.

David P. Ban

CEO

David P. Ban

Computer scientist and applied psychologist (M.Sc., M.Sc.).

Florian Laurisch

CPO

Florian Laurisch

Smart-building expert and engineer (Dipl.-Ing.).

Dimitri Serovatski

COO

Dimitri Serovatski

Mechanical engineering and video specialist.

Ognjen Manojlovic

CTO

Ognjen Manojlovic

Computer engineer and AI architect.

Careers

Build it with us. From day one.

We're a small founding team with a big job ahead: put the know-how of the trades within reach of every crew, and of the robots that will work beside them. If you want real ownership and work you can see on a job site, we'd like to meet you. Send your CV, your LinkedIn profile, or both.

01Partnerships

Partnerships Lead, Construction & Robotics

Remote · Europe or USA · Full-time or freelance · Equity

You open the doors to job sites. You build lasting partnerships with contractors, trade businesses and developers, and with the robotics labs that license our data.

  • Win new sites and grow them into long-term partners
  • Shape offers and agreements with contractors and labs
  • Be our partners' voice inside the team

What you bring

  • Several years in construction, trades or B2B sales, with a network on site
  • You close deals and keep partners for the long run
  • Fluent English; German is a strong plus
02Machine learning

Machine Learning Engineer, First-Person Video

Remote · Europe or USA · Full-time or freelance · Equity

You turn first-person footage of skilled work into data robots can learn from: hand pose, tools, contact and outcome, step by step.

  • Build models for step detection and hand and tool tracking
  • Automate labeling and the quality review of every clip
  • Shape dataset formats with the labs that train on them

What you bring

  • Hands-on experience with video models, pose estimation or action recognition
  • Strong Python and PyTorch, and models you've taken to production
  • You prefer messy real-world data to clean benchmarks
03Hardware & systems

Computer Engineer, Capture Systems

Remote · Europe or USA · Full-time or freelance · Equity

You build what records the work: camera kits, sensors and the software that brings clean, synced footage from the job site into our pipeline.

  • Design and test helmet and head camera setups for real sites
  • Sync video with motion sensors and handle uploads from the field
  • Keep capture reliable through dust, noise and long shifts

What you bring

  • Experience with cameras, embedded systems or sensor fusion
  • You build prototypes fast and test them in the field
  • At home in hardware, firmware and mobile or backend code
04Marketing

Marketing & Growth Lead

Remote · Europe or USA · Full-time or freelance · Equity

You tell Addvista's story to crews, trade businesses, labs and investors, and turn interest into new sites, app sign-ups and conversations.

  • Run campaigns on LinkedIn, Google and social channels
  • Grow our brand, website and content in English and German
  • Build the community of skilled workers recording with us

What you bring

  • Proven growth results in B2B or two-sided marketplaces
  • You write sharp copy and run paid campaigns yourself
  • Fluent English and German
05Open application

Your role isn't listed?

If you want to help bring visual intelligence to the trades and you know what you'd bring, tell us. Show us what you've built, and what you'd build here. We read every application.

Apply on your own initiative

Real hands. Real sites. Real data. We add the view.

hello@addvista.com