Mati Labs
Mati Labs
Mati Labs

AI-Native Innovation Studio

For mid-market and traditional businesses. We reinvent how the company operates around AI, then co-build the ventures that grow out of it.

Manufacturing · logistics · construction · automotive · wellness · research
01 / The before
Your business was not designed for this new era of AI.
Fixed workflows. Fixed decisions. A flat structure that only moves as fast as the people inside it.
Innovation is no longer optional. It is the new line of differentiation.
02 / The electricity moment
When electricity arrived, every building had to be rebuilt around it. The current era of AI is that moment for business.
Traditional businesses now have the opportunity to redesign how they operate around intelligence, far deeper than the surface layer.
How decisions get made · how workflows move · how teams operate · how customers are served
03 / Innovate inside
We reinvent your business alongside you, from the inside out.
We re-architect core operations, workflows and decision-making with applied AI and agentic systems, until the intelligence is part of the architecture rather than bolted to the side of it.
04 / Innovate outside
Then we turn that new capability into new growth.
Your AI operating core becomes a new product line or a sister company, built on the customers and distribution you already have.
We co-own it, carry the risk with you, and help launch and scale it.
Mati Labs
Deep AI builders and proven venture operators, working as your partners in what gets built next.
An AI-native innovation studio
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the studio
Why Mati Labs

Deep AI capability. Real business transformation. Proven venture building.

We are not a technology vendor working on a brief. We build businesses with technology, and we have done it inside operating companies and inside a venture studio.

Frontier technical depth
PhD-level AI, published research and hands-on agentic systems engineering. We build the hard parts ourselves.
Businesses built, not just software
Ventures taken from opportunity to market as Head of AI Innovation at 1848 Ventures, including work alongside NVIDIA and Honeywell.
Operator first, outcomes first
We work with owners and leadership teams on what moves enterprise value, and we take upside alongside you.
PhD in AI Published research Extraordinary ability Ex-1848 Ventures NVIDIA & Honeywell collaborations
Where we work

Built for the industries that run the economy.

Traditional, service-heavy industries where the work is complex, the expertise is real, and reinvention creates the widest gap between you and everyone else.

Manufacturing→
Intelligent operations and new digital product lines.
Shipping & Logistics→
Agentic workflow automation and decision systems.
Collision Repair & Automotive→
Cloud-enabled service models and ADAS transformation.
Construction Tech→
Document intelligence that becomes scalable software.
Wellness & Healthcare→
Personalized care and sales systems that scale without diluting quality.

Recent work spans healthcare with Fairview, veterinary medicine with the University of Minnesota, neuroscience research, manufacturing and construction.

Track record

We don't pitch the future. We have already built it.

Digital services
An AI agent that runs project execution
Transformed digital agency operations with an agentic application that automates project execution and removes the constant loop between project managers and individual contributors.
Multi-agent AIFastAPILLMsVector DB
Automotive technology
Cloud-based ADAS scanning
Enabled remote calibrations through cloud-based OEM software, removing geographic constraints and opening rapid nationwide expansion.
RPACloud infrastructureMulti-agent systems
Construction to SaaS
An internal AI build that became a product
An agentic document processing system for construction worked so well it spun out as a standalone SaaS product, clearing a costly onboarding bottleneck.
LangChainDocument AIZenMLOCR
Health & wellness
Scaling premium wellness with AI
Dual AI agents for a global wellness platform: internal nutritionist support for personalized care, and an automated sales pipeline with CRM integration.
Advanced LLMsRAGCRM APIsVector DB
How we plug in

Three ways we work together.

We meet you where you are and grow with you, from the first high-leverage proof point to a venture we build and own together.

Explore & validate
A short, focused engagement to find the highest-leverage AI opportunity and prove it with enough fidelity for leadership to act.
Embed as your AI leadership
We operate as your fractional Chief AI Officer or embedded AI team, setting strategy and executing alongside your people.
Co-build & co-own ventures
We build the new product or company with you and share in the upside. This is the model when distribution, data and ambition are already in the room.
The engineering muscle
Agentic AI architecture, multi-agent orchestration, LLM systems and fine-tuning, RAG and data pipelines, production deployment, monitoring, and the hard integration work that makes AI usable inside a real business.
Mati Labs
Start the conversation

Let's build what your business becomes next.

Tell us about your business. We'll show you where reinvention creates the most value, and what we could build together.