--- title: "Cases and projects — RegusciLabs" canonical: "https://www.reguscilabs.com/en/cases" --- # Cases and projects — RegusciLabs Experience across industry, sports, training, software and the physical world. Each case explains the relationship, the work and what it helps solve. ## Industry and operations Systems that connect data, people, and the physical world. ### BioTrade CLIENT · SYSTEM IN OPERATION Custom management for routing, bilge-water collection, PROMODES, documentation, and traceability. We designed a platform around the way BioTrade actually works, connecting planning with the evidence required by each service. - Collection routing and coordination - PROMODES, documents, and traceability - Dashboards that reveal the full operation When software adopts the language of the business, the team gains visibility without losing its way of working. ### Mibremar / Modulare CLIENT · DIGITAL OPERATION A custom digital solution for a specific operation, designed from the client's process rather than a generic template. For Mibremar, Modulare translates a specific operation into its own digital experience without forcing the business into a generic tool. - Qualification from the first contact - A flow designed around the service - Information ready for operations A custom system reduces friction and turns the client's way of working into an advantage that is difficult to copy. ### GreenBox SPIN-OFF · ANII · HARDWARE IN THE FIELD Hardware and software that capture data and bring traceability into real production environments. GreenBox emerged as a spin-off combining electronics, data capture, and software to bring traceability into real production environments. - Physical device and instrumentation - Data capture and transmission - Validation beyond the lab An early example of the RegusciLabs thesis: the right solution can require code, electronics, and field work at the same time. ### Cowbell MIEM / RICALDONI · IOT A connected alarm combining electronics, Wi-Fi, remote alerts, and product vision. Cowbell explored a connected response to a physical problem: detect, communicate, and turn a signal into a useful experience. - Electronics and Wi-Fi connectivity - Remote alerts and operation - End-to-end IoT product thinking Innovation lives in the connection: hardware, connectivity, and experience designed as a single system. ### Solart CLIENT · VOICE → DATA Voice-to-text that lets field operators complete forms and work orders without stopping the job to type. For Solart, we designed an Intelligent Electrical Log: the technician describes the job and AI turns their voice into a structured work order, separating tasks, materials, quantities, and time. - Voice capture at the point of work - Transcription adapted to electrical terminology - Forms and work orders without duplicate admin entry The innovation was not simply adding AI. It was removing keyboard friction for the technician without losing the data administration needs to review and invoice the job. ### TermoPack CLIENT · SOFTWARE + HARDWARE · WAREHOUSE + KIOSK Inventory, settlement, and an operational portal connected to a physical kiosk for the warehouse team. For TermoPack, we designed a phased system that digitizes inventory and settlements, adds a customer portal, and brings the workflow to operators through an Unnion Technologies kiosk. - Perpetual inventory and settlements - Touch kiosk with code reader and signature - Foundation for picking and physical traceability There was no need to manufacture a kiosk from scratch. The value is integrating reliable hardware with custom software so the entire operation shares the same data. ## Sports and experiences Digital operations and prototypes that also play beyond the screen. ### CinePadel CLIENT · SYSTEM IN OPERATION Calendar, prepaid packs, canteen, stock, cash, and reports designed around the club's real operation. CinePadel brings together courts, members, prepaid packs, canteen, and administration. The product was designed to make those parts work together. - Calendar and prepaid packs - Canteen, stock, and cash - Reports for club management The advantage emerges when each interaction stops being an island and becomes part of the same operation. ### LIFFA PROJECT · WITH VFGROUP · APPS + SYSTEM The official app and a dedicated digital system for managing the complete LIFFA season. Together with VFGroup, we contributed to LIFFA's official app and system, connecting players, delegates, match officials, and coordinators through a digital experience of its own. - Registration, fixtures, standings, and statistics - Payments, rosters, match sheets, QR, and messaging - Publicly available on iOS and Android The case brings together a core part of how we work: understand the sports experience, build the software it needs, and collaborate with the right team to make it real. [Meet VFG Group](https://vfg-group.com/) [View on the App Store](https://apps.apple.com/es/app/liffaapp/id6760353393) [View on Google Play](https://play.google.com/store/apps/details?id=com.liffaclub.liffaapp) ### IuSports PROJECT · PHYSICAL PROTOTYPE Custom hardware, 3D printing, and laser cutting that turned an idea into something people could test. The prototype combined design, fabrication, and electronics to move from a hypothesis to an object that could be tested for real. - Custom hardware design - 3D printing and laser cutting - Iteration on a physical prototype Prototyping early creates real usage insight before committing to the final solution. ## Adoption and leadership Training that uncovers concrete opportunities inside the organization. ### Honda Uruguay TRAINING · AUTOMOTIVE + AI A three-session program moving from fundamentals to data protection and first automations. We built a three-session journey around sales, workshop, follow-up, and operations scenarios, always grounded in Honda Uruguay's context. - Fundamentals and applied prompting - PII, anonymization, permissions, and judgment - Skills, agents, connectors, and recurring tasks The program did not end with a demo. It left criteria and first paths for quotes, reports, follow-ups, and operational control. ### Fundasol TRAINING · APPLIED AI Practical training that brings AI closer to companies and turns curiosity into opportunities for use. The Fundasol sessions brought AI to teams and companies through a practical lens: what it can do, where it adds value, and how to use it with judgment. - Concepts explained without hype - Exercises tied to real work - Process and opportunity discovery Training is a way into the organization: it helps better questions and potential projects emerge. [Visit Fundasol](https://fundasol.org.uy/) ### Managerial TRAINING · AI + CONTENT Online courses on AI applied to business and generative audiovisual content creation. With Managerial, we delivered online training for multiple companies, combining applied business AI with audiovisual content creation and processing. - AI applied to business - Audiovisual processing and creation - Practical modules for different teams Adoption improves when each person can connect the technology to a concrete part of their day-to-day work. [Visit Managerial](https://managerial.uy/) ### RenMax TRAINING · FINANCIAL SERVICES AI adoption for teams connected to financial operations in Uruguay. The program brought fundamentals, safety, and automation into the context of a Uruguayan financial services company. - Fundamentals and responsible use - Privacy and information handling - Applicable agents and automations In a sensitive sector, innovation must combine speed with judgment, traceability, and careful data handling. ## Products and proprietary IP Assets that concentrate the lab's learning and can scale. ### CUPER OS PROPRIETARY IP · IN DEVELOPMENT · ENTERPRISE AI OS A platform that turns AI training, adoption, and responsible use into a visible, measurable enterprise program. CUPER OS stays with employees, leaders, and organizations after the workshop through learning, practical guides, policies, controls, and a clear view of who is progressing and where friction appears. - A path for every employee and team - Policies, controls, and evidence - Adoption and blocker tracking AI stops depending on post-training enthusiasm and becomes a capability the company can support, measure, and improve. ### Aura PROPRIETARY IP · MVP · AI SIGNAGE Smart signage for physical venues: dynamic content, AI interaction, and QR codes that connect the screen to an action. Aura manages content across physical screens, updates it in real time, and activates experiences through QR and AI in stores, gyms, salons, and other spaces. - Centralized content for multiple screens - QR for promotions, bookings, or payments - Intelligent experiences at the physical point The screen stops decorating the venue and starts connecting the space with information, interaction, and conversion. ### Pulse RegusciLabs PROPRIETARY IP · PUBLIC PRODUCT A recurring pulse that turns the Newsroom into useful, distributable information made to be heard. Pulse takes the Newsroom's work and turns it into a concise, navigable, distributable edition built to be heard. - Daily or weekly editions - Text and audio from the same source - A base for industry personalization Public knowledge attracts through value; a recurring experience turns RegusciLabs into a source. ## 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. ### Hypothesis Engineering PROJECT · WITH TRIBU · OPEN SOURCE ENGINEERING Engineering work with the Tribu team across Hypothesis' open-source ecosystem: product, integrations, quality, deployment, and infrastructure. Together with the Tribu team, we contributed to the engineering ecosystem of its client Hypothesis, combining product evolution, testing, and the maintenance of services and infrastructure. - Web client and annotation experience - LMS integrations, services, and automation - Testing, CI/CD, deployment, and reliability In open source, delivering value also means integrating with an existing codebase, sustaining its quality, and leaving improvements the community can evolve. [See Hypothesis on GitHub](https://github.com/hypothesis) ### Hypothesis Data DATA PROJECT · WITH TRIBU · LEARNING ANALYTICS + DATA A learning-analytics experience for exploring institutions, courses, LMS platforms, cohorts, and learning behaviors. Together with the Tribu team, we worked on a Data experience for its client Hypothesis, organizing multiple learning dimensions without losing their context. - Executive, course, and institution views - Cohort comparison and persistent filters - An accessible experience prepared for real data Analytics becomes valuable when people can compare, drill down, and understand the journey behind every indicator. [Meet Hypothesis](https://web.hypothes.is/) ### Targon Core ISP PROJECT · WITH SANTOS CODE · MIKROTIK + OLT/ONT A back office for internet providers with operations, billing, and MikroTik plus OLT/ONT network integrations. Together with the Santos Code team, we worked on Targon Core ISP, a platform that organizes internet-provider operations and connects the back office with MikroTik routers and OLT/ONT fiber infrastructure. - MikroTik API integration - OLT and ONT technical management - Back office, billing, and network monitoring A vertical product becomes valuable when it understands both the provider's business and the technology keeping its customers connected. ### Toasted Verse PROJECT · WITH SANTOS CODE · APP + BACK OFFICE A mobile product and back office for a specialty coffee shop in Los Angeles, from ordering through operations. Together with the Santos Code team, we contributed to the Toasted Verse digital product: a mobile ordering experience supported by a back office shaped around the shop's workflow. - Ordering through a mobile experience - Pickup and dine-in flows - A back office connected to operations Technology stops being a separate layer when it connects the customer experience with what the team must execute behind the counter. ### Procesa.X EARLY STAGE · WITH SANTOS CODE · OCR + VISION AI Early work on a product that reads invoices through OCR and image AI, then moves the information into ERP systems. RegusciLabs participated in the beginning of Procesa.X, exploring how OCR, image analysis, and data structuring could turn documents into information usable by enterprise systems. - OCR and AI for document images - Data extraction and structuring - Invoice flows into ERP systems Our involvement was at the beginning, and Santos Code continued evolving the product. It shows how we can help start, establish a foundation, and hand the work over. ## Every idea starts with a conversation. Every project is tailored. We start with discovery to understand the idea, the problem, the people experiencing it and what evidence would make it worth pursuing. That context defines the scope of a test: what we want to learn, what we will build and how we will validate it. This may involve AI, software, hardware or several disciplines together. Budget and timing are agreed after discovery, based on the scope and needs of the project. We do not have a single rate or fixed pricing tiers. An inquiry starts a conversation; an engagement is agreed with the team. ## Before getting started ### Can I bring an idea that sounds wild? Yes. Bring an AI, hardware or software idea, or a combination. We first understand what you want to achieve and design a test to learn whether it works. ### What is a POC? A proof of concept: a working experience to validate a hypothesis before investing in a larger solution. ### How much does a project cost? Each project receives a tailored proposal. Discovery is needed to define scope, budget and timing. [Tell us about your idea.](https://www.reguscilabs.com/en/contact) [What we do](https://www.reguscilabs.com/en/what-we-do)