Industry and operations
Systems that connect data, people, and the physical world.
APPLIED INNOVATION / FROM IDEA TO PROOF🇺🇾 MONTEVIDEO · URUGUAY
Innovationruns through our veins.
We turn difficult problems and ideas into training, strategy, AI, software, and hardware that can be tested in the real world.
PROJECTS / REAL WORK
Difficult ideas.
Concrete results.
Training, operations, software, AI, and the physical world. Open any project to see the problem, the proof, and the result—then jump straight to contact.
PORTFOLIO BY SECTOR
Find your way into the lab.
The thesis shows how we think. This map shows where we have already applied it; open any record to see what was built and what it proves.
Swipe to explore sectors→
Sports and experiences
Digital operations and prototypes that also play beyond the screen.
Adoption and leadership
Training that uncovers concrete opportunities inside the organization.
Products and proprietary IP
Assets that concentrate the lab's learning and can scale.
Projects with partners
We collaborate with the Tribu and Santos Code teams on projects for their clients, contributing product, engineering, and data across edtech, telecommunications, hospitality, and document intelligence.
SEE A SIMILAR PROBLEM?Your project does not have to fit a category.
INNOVATION À LA CARTE
The crazier the idea, the better.
We do not sell one technology. We design the combination the problem needs: people, processes, AI, software, or the physical world.
01Understand
Training that uncovers opportunities
The team learns to use AI with judgment while the processes, pain points, and ideas worth acting on begin to emerge.
WorkshopsLeadershipAdoption
02Think
Strategy without the smoke
We are your Virgil through AI: translating technical noise, asking uncomfortable questions, and helping you choose where real value exists.
DiagnosisPrioritizationRoadmap
03Build
POCs people can actually test
Agents, automations, products, and integrations. A hypothesis becomes a functional experience before it becomes a major bet.
AISoftwareIntegrations
04Materialize
When the solution leaves the screen
Custom hardware, kiosks, sensors, 3D printing, and laser cutting. Technology adapts to the challenge, even when it crosses disciplines.
HardwareIoTFabrication
PORTFOLIO / THE PATTERN
A capability
that compounds.
This is not a logo wall of disconnected projects. It is a pattern: one method can move people, operations, software, and the physical world—and every cycle strengthens the lab.
Discover the story ↓WHY A LAB
Different sectors. One operating engine.
Variety is not a lack of focus. It is the ability to move through the whole problem. We enter through people or process, build what is needed, and turn every lesson into method and proprietary IP.01Real problem→
02Useful prototype→
03Installed capability
ADOPTION
Innovation starts with the team.
We train people to ask better questions. Those sessions reveal processes, pain points, and opportunities worth turning into projects.
BIO.TRADE / OPS
CINE.PADEL / CLUB OSSYSTEMS
Software that learns how the business works.
We do not force an operation into a template. We design custom systems that reveal what used to live across spreadsheets, messages, and memory.
GREENBOX / FIELD PROTOTYPEPHYSICAL WORLD
When the idea has to leave the screen.
Sensors, kiosks, fabrication, 3D printing, and electronics. We choose the technology only after understanding what needs to be proven.
PROPRIETARY IP
The lab builds for itself, too.
CUPER OS turns AI adoption into a measurable enterprise capability. Pulse distributes intelligence, and Aura brings it onto screens in the physical world.
NOT A SOFTWARE FACTORY / AN INNOVATION LAB
Code can be prompted.An original idea cannot.
Technology moves faster than any roadmap. The advantage is knowing what exists, choosing the right tool, and designing before building.
AI can raise a wall in hours. But a building needs foundations: architecture, judgment, and decisions shaped around the real problem. A hammer and a drill can both build, but they do not solve the same problem. Speed without direction only gets you to the wrong place sooner.
RegusciLabs is not a traditional software factory. We are an Innovation Lab: we read a technology map that changes every day, connect industry, hardware, processes, software, and AI, and design a custom foundation before choosing what to build with.
THE INNOVATION FLYWHEEL
Where is your team today?
Explore each stage. The Flywheel shows what is happening, what comes next, and how training can become a real product.
Next move
Tell us where you areDiscover
YOU ARE HERE01
Train
The team learns to use AI with method, safety, and judgment.
01 / Learn
The team learns to use AI with method, safety, and judgment.
BEFORE BOOKING
What do you want to invent?
You do not need to arrive with a solution. Tell us about the problem, the context, and what would change if it worked.
Emailinfo@reguscilabs.comThe story behind the laboratory
This started long before AI.
RegusciLabs carries the family name and the idea of a laboratory for a reason: to continue a tradition of experimenting, learning, and turning improbable ideas into something real.
From naval engineering and compressed air to digital fabrication, software, and AI. The tools change. The drive to build what does not yet exist does not.
1947 · Regusci & Voulminot floating dockUruguayan Merchant Marine ↗
1902 · The dock lifts HMS Sans PareilTyne Built Ships · via Uruguayan Merchant Marine ↗THE ORIGIN🇨🇭 Swiss roots
Naval engineering
The family story begins with a Swiss ancestor who was a naval engineer. Ships, craft, and the conviction that ideas are proven by building them.
Dubai · Building the motorcycleRegusciAir archive ↗
Abu Dhabi · World Future Energy SummitRegusciAir archive ↗THE NEXT GENERATIONRegusciAir
Inventing with air
The next generation carried that drive forward by inventing compressed-air technologies: a different way to think about energy, mobility, and what a machine could do.
1995 · Growing up among prototypesRegusciAir archive ↗
2011 · Presenting in Abu DhabiRegusciAir archive ↗THE HANDOFFFrom the cradle
Growing up among prototypes
RegusciLabs was born from a shared history of compressed air, workshops, inventions, and problems with no manual. From age 15, Santiago Regusci traveled with those projects and learned to demonstrate them in the real world. That experience became a way of working the whole team now shares: experiment fast, explain clearly, and never be intimidated by an unusual idea.
INTERNATIONAL JOURNEY
United Arab EmiratesBrazilUnited StatesArgentinaSouth AfricaAnd beyond
NEW TOOLS12+ years
Software you can touch
Software, IoT, kiosks, 3D printing, and laser cutting. GreenBox—an ANII-backed spin-off—Cowbell—selected by MIEM/Fundación Ricaldoni—and IuSports turned code into operations, products, and real objects.
2015 · A model already in motion@santicomp archive ↗
2026 · Obloog, AI with a body of its own@reguscilabs ↗REGUSCILABSAI + innovation
The laboratory continues
The surname honors that heritage. “Labs” defines what we do: experiment with software, hardware, and AI until we find something that creates value in the real world.
TRACK RECORD / NETWORK
The depth
behind the work.
Experience from before the AI boom, production-grade integrations, allies, and communities that expand what the laboratory can build.
TECHNICAL TRAJECTORY / 12+ YEARS
We did not start with the prompt.
Before the generative AI boom, we were already working with predictive models, privacy, e-commerce at scale, decentralized networks, logistics, IoT, energy, and sports technology. Tools change; the ability to enter difficult systems compounds.
AI BEFORE THE GENERATIVE BOOM
Models were making decisions before prompts existed.
As GDPR began redefining how data was handled, we were already building systems with traditional AI and machine-learning models such as XGBoost. The interface changed; the discipline of understanding data, risk, and decisions was already there.
GDPRXGBOOSTMACHINE LEARNINGPREDICTIVE MODELS
DIGITAL COMMERCE / SCALE
E-commerce at scale
Software engineering for international platforms, recurring operations, and demanding commerce experiences.BLOCKCHAIN / R&D
Ethereum Swarm
Research into decentralized networks, distributed storage, and emerging infrastructure architectures.LOGISTICS / OPERATIONS
WMS
Warehouse management systems that organize inventory, traceability, and operational movement.ENERGY / MOBILITY
RegusciAir
Compressed-air vehicle R&D, spanning physical prototypes and international demonstrations.IOT / ANII
GreenBox
A spin-off connecting hardware, software, and data capture in the physical world.SPORTS TECH
LIFFA
Apps and a system for LIFFA developed with VFGroup; a relationship that continues today with RegusciLabs as a club sponsor.THE SIGNALPeople → processes → software → hardware → proprietary IP
A relationship can begin with a workshop and end with an asset that changes how the company operates.
IMPLEMENTATION ECOSYSTEM
We build what is unique. We integrate what already works.
Innovation also means choosing well. From edge AI and AR glasses to payments, kiosks, and vision, we design the differentiating piece and integrate specialized technology when it leads to a better outcome.
Getnet / PlacetoPay
CERTIFIED PROVIDER
Unnion Technologies
INTEGRABLE HARDWARE
NVIDIA
SOFTWARE DEVELOPMENT · INTEGRATION
Even Realities
DEV ACCOUNT · G2 TESTING
Hikvision
CHANNEL · SOFTWARE DEVELOPMENT & INTEGRATION
ALLIES AND COMMUNITY
The lab does not innovate alone.
We build relationships that expand what we can imagine, execute, and share.
Tribu
We work with Tribu on Engineering and Data projects for its client Hypothesis and on larger initiatives, combining product, data, and execution capacity.
Meet Tribu ↗INIT.UY
A community of technology builders and founders: meetups, workshops, podcasts, and connections that help products move forward.
Enter INIT.UY ↗MadLabz
RegusciLabs' public space for sharing wild ideas, experiments, and projects that do not fit into a category yet.
Share a wild idea ↗SPORT / COMMUNITY
Innovation also wears the jersey.
We support LIFFA as a sponsor and celebrate a space where technology, sport, and community can meet.
LIFFA SPONSORLIFFA competes within AUF · RegusciLabs sponsors the club
WE THINK IN PUBLIC
The laboratory shares too.
Tutorials, ideas, experiments, and a practical reading of what is changing in AI—content to enter the conversation with better judgment.
NEWSROOM / CURATED WITH CUPER
Value before the meeting.
CUPER investigates and organizes evidence. RegusciLabs turns it into static, versioned notes that help teams decide what is worth testing.
Open the full Newsroom ↗AI stopped answering. Now it wants to act.
Robotics, search, education, and consumer applications are showing the same signal: value is shifting from the model that answers to the system that executes.
Read · 7 min ↗OpenAI Presence confirms that the model is no longer enough.
OpenAI’s new enterprise proposition is not sold as a smarter chatbot, but as a system for operating agents with policies, evaluations, and human escalation.
Read · 6 min ↗When a benchmark reaches production.
An internal cyber-capability evaluation chained vulnerabilities until it reached Hugging Face infrastructure. The lesson is not science fiction; it is systems design.
Read · 7 min ↗