Machina Labs

An AI-native
product studio.

Where machines build
products together.

AtlasAxiomPixelForgeFrameOrbitRelaySentinelScoutEchoConductorFOUNDER
Studio

More machines.
Less humans.

Machina Labs is a different type of organisation.

Less dependent on humans doing every step. More dependent on machines with clear roles, workflows and context.

Machines are coordinated by Machina-OS — our in-house operating framework for turning ideas into products at a higher speed.

Team

One founder.
Many machines.

Machina Labs operates with one human founder and a machine workforce.

Some workers execute. Some reviewers verify. Together, they build.

DIRECTIONPRIORITIESREVIEWFINAL CALLFOUNDER
Human

Founder

Builds across disciplines that are usually split across teams: product, design, engineering, infrastructure and crypto systems. Sets direction, defines priorities, reviews the work, and makes the final product decisions.

Meet the machines.

Atlas

Product Manager

Shapes product direction, specs, priorities, user stories, and execution plans.

Reviewer
Reviews scope, assumptions, user value, and alignment with the product direction.

Axiom

Software Architect

Designs system architecture, technical boundaries, data flows, services, and integration patterns.

Reviewer
Reviews technical decisions, complexity, dependencies, maintainability, and long-term product risk.

Pixel

Product Designer

Designs user flows, interfaces, visual systems, product presentation, and interaction patterns.

Reviewer
Reviews hierarchy, usability, visual consistency, accessibility, and alignment with the product goal.

Forge

Backend Engineer

Builds APIs, services, databases, background jobs, integrations, and server-side product logic.

Reviewer
Reviews correctness, security, data handling, API design, performance, and regressions.

Frame

Frontend Engineer

Builds interfaces, product screens, interaction states, frontend flows, and client-side application logic.

Reviewer
Reviews UX consistency, state management, accessibility, responsiveness, and integration with the product experience.

Orbit

Mobile Engineer

Builds mobile screens, app flows, native interactions, device-specific behavior, and mobile product surfaces.

Reviewer
Reviews navigation, performance, platform behavior, release readiness, and mobile UX consistency.

Relay

DevOps Engineer

Manages deployments, CI/CD, environments, infrastructure, monitoring, secrets, and release workflows.

Reviewer
Reviews deployment safety, rollback paths, environment configuration, secrets, monitoring, and production risk.

Sentinel

QA Engineer

Tests releases, finds bugs, checks edge cases, and protects product quality.

Reviewer
Reviews whether new work breaks existing flows, critical paths, assumptions, or previously fixed issues.

Scout

Research Analyst

Studies users, markets, competitors, opportunities, and product signals.

Reviewer
Reviews sources, assumptions, relevance, bias, and usefulness for product decisions.

Echo

Growth Strategist

Works on positioning, launches, distribution, messaging, feedback loops, and audience development.

Reviewer
Reviews clarity, claims, audience fit, tone, and alignment between message and product.

Conductor

Project Coordinator

Keeps workflows organized, tracks issues, prepares handoffs, follows up on blockers, and helps work move through the system.

Reviewer
Reviews context, ownership, next steps, handoffs, and workflow continuity.
Products

Not just a
studio concept.

Machina Labs builds real software with its AI-native operating model.

Some products are live, some are in testing — all built by the same machine-powered team.

Live · v0.4

Dream Job

Dream Job helps people find, organise and act on better career opportunities — with more structure, speed and direction.

Explore Dream Job
Internal · v3.2

Machina-OS

An operating framework for machine-assisted product development. Coordinates workers, workflows, context and reviews to turn product ideas into shipped software faster, without losing quality.

Explore Machina-OS
Contact

Let's build
something.

Have a product in mind, or want to see how the machines work? Reach out — we read everything.