How do I apply AI in industrial or finance work?

Start by mapping the manual process with the most friction, ship a focused AI agent or automation as a first release in 2–3 weeks, then expand. 82Labs has built systems this way that run $500M+ in operations — for example an MES running 10+ aluminum factories for Kostika.

How much does an AI automation project cost?

Projects start at $8k, retainers at $5k/month, and the initial scoping call is free. Median time to launch is about 6 weeks.

82Labs is an AI-agent and automation studio based in Haifa, Israel, building fullstack systems and intelligent automation for industry, finance, and enterprise. $500M+ runs on systems it has built and 1,500+ engineers have been trained by the team.

82Labs — AI agents & fullstack studio | We automate the messy parts

What We Do

We build your systems, automate your workflows, and train your team to run them.

Systems Your Business Runs On

A platform your team actually works in — first working version in weeks, weekly releases after that, on web and mobile.

React / Next.js
Node.js / Python APIs
Cloud infrastructure

AI Agents in Production

The reports, handoffs, and busywork your team does by hand — handled by agents running inside your existing stack, with monitoring and someone on call.

Claude & OpenAI agents
LangChain / LangGraph
Python automation

Your Engineers, Trained to Build

Your team leaves able to build and ship their own agents — the same workshops we've run for 1,500+ engineers.

AI agent architecture
Team workshops
1-on-1 mentorship

Recent Work

Real projects, real outcomes. A snapshot of what we've shipped.

Kostika — One platform running ten aluminum factories that used to run on spreadsheets.

TerminalX — Automation that has to hold under Black Friday load.

Sherman — QC for precision sheet metal at a scale human inspection can't cover.

Built to carry weight.

$500M+ — in operations flowing through systems 82Labs has built

Manufacturing execution across multi-factory operations. Financial automation. Enterprise infrastructure. Defense-grade quality control. We build the systems teams depend on when the stakes are real.

$500M+ — On Systems We Built

1,500+ — Engineers Trained

6 wks — Median Time to Launch

24/7 — Support & Monitoring

How We Work

Three steps. No surprises, no scope creep.

01 · Map the Mess — We map your workflows, identify bottlenecks, and scope the smallest meaningful first release — usually 2-3 weeks.

02 · Ship Weekly — Weekly demos. Working software from day one. You see progress, we adjust course in real time — not after a 6-month black box.

03 · Hand Off Clean — We hand off clean code, runbooks, and training. Your team owns what we built — we stay on call for what matters next.

Industries We Serve

From fintech to manufacturing, we deliver specialized solutions across complex industries.

Fintech — Complex financial applications and payment systems

Manufacturing — Process automation and industrial IoT solutions

SaaS — Scalable software platforms and enterprise tools

Digital Health — Healthcare technology and patient data solutions

What clients say

“82Labs built our entire operating platform — not an integration, not a feature, the whole system. It now runs across all our factories. Their ability to scope, architect, and ship at scale is rare.”

“They plugged into our enterprise stack without friction and shipped automation that holds up under real load. The level of ownership and technical rigor stood out immediately.”

“Idan presented technology work at a level that made complex systems concrete and useful. The depth of technical understanding and the clarity of communication were exceptional.”

82Labs — We automate the messy parts.