MBARC LABS

Product Design Studio

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// r_and_d_division

Engineering the Unimagined.

The MBARC Lab is our active workshop. It's where we architect next-gen platforms, incubate ventures, and solve complex problems in real-time.

EXPERIMENT · VALIDATE · SHIP · BREAK · REBUILD · INNOVATE · EXPERIMENT · VALIDATE · SHIP · BREAK · REBUILD · INNOVATE · EXPERIMENT · VALIDATE · SHIP · BREAK · REBUILD · INNOVATE · EXPERIMENT · VALIDATE · SHIP · BREAK · REBUILD · INNOVATE ·

Innovation in
Motion.

We don't just talk about innovation; we engineer it.

The Lab is home to our most ambitious projects—whether we're co-founding a new venture or solving a critical challenge for a partner. This is where we test bleeding-edge architectures and validate the "un-promptable".

Pushing the boundaries of what's possible, every single day.

// active_experiments

From The Workbench

A collection of our current ventures, internal tools, and deep tech experiments.

[IN DEVELOPMENT]

Aether

Regulatory Compliance Agent

An autonomous agent framework for the Oil & Gas sector that ingests 50,000+ pages of regulation and proactively alerts operators to non-compliance risks.

"Compliance without the paperwork."

PythonLangChainVector DB
[PROOF OF CONCEPT]

Vitalis

IoT Health Bridge

A unified API layer that standardizes data streams from Apple Watch, Whoop, and Oura into clinical-grade HL7 formats for telemedicine providers.

"The universal translator for wearable data."

RustBluetooth LEHIPAA Cloud
[INTERNAL BETA]

Blueprint

The PRD Generator

An internal tool that uses LLMs to interview founders and auto-generate comprehensive Product Requirements Documents, reducing Discovery phases from weeks to days.

"From napkin sketch to technical spec in minutes."

Next.jsOpenAI APITailwind
[EXPERIMENTAL]

Neural-UI

Generative Interfaces

Exploring Generative UI where the dashboard layout rearranges itself in real-time based on the user's current task and historical behavior.

"Interfaces that adapt to the user's intent."

React Server ComponentsAIFramer Motion

Have an idea that belongs here?

We don't just build for ourselves. For select founders with deep domain expertise (and zero technical baggage), we open the Lab doors. If your idea requires more than a "wrapper" around OpenAI—if it needs deep architecture and defensible IP—we might co-build it with you in exchange for equity.

Not ready for the Lab?

If you need a dedicated team to execute a validated roadmap, our Studio services are open.