Marvik
AI Agents Automation
Marvik designs and deploys end-to-end AI systems — agents, LLMs, computer vision, and predictive analytics — for enterprises across LATAM, Europe, and the US.
About
Marvik builds and deploys production-grade AI systems for enterprises across retail, logistics, healthcare, fintech, manufacturing, and more. Founded in 2017 and headquartered in Montevideo, Uruguay — with an office in Austin, TX — their team of 200+ AI specialists across LATAM, Europe, and the US combines technical depth with a deployment-first mindset. They don't deliver demos; they take ownership of systems that must perform reliably at scale.
Their expertise spans agents and LLMs, generative AI, computer vision, predictive analytics, data engineering, and robotics and automation. They hold strategic partnerships with NVIDIA, Oracle, Google Cloud, AWS, and Microsoft, and have delivered production AI systems for clients including Stanford University, Mercado Libre, and Rappi. Marvik works in sprint-based cycles — validating prototypes within two weeks before optimizing and scaling into operations.
What They Do
Find Your AI Opportunities
Identify where AI creates the most value in a client's operations and define a clear, results-oriented path to deployment
From Data to Production-Ready AI
Build tailored solutions end-to-end: data engineering pipelines, model development, and full deployment into production environments
Agents & Large Language Models
Turn advanced language models into practical business tools — reasoning agents, automated workflows, and LLM-powered decision systems
Generative AI
Build assistants and chat solutions that leverage company data to support teams, answer questions, and improve customer experience
Computer Vision
Real-time detection, tracking, and classification — applied to defect detection, document processing, and production line monitoring
Predictive Analytics
Use data to anticipate demand, risks, and opportunities for faster, smarter business decisions
Data Engineering
Design pipelines and data foundations that keep information reliable, secure, and ready for AI and analytics workloads
Robotics & Automation
Combine AI with automation systems and robotics to streamline operations, reduce costs, and boost efficiency
On-Demand AI Talent
Senior AI engineers embedded directly into client teams to accelerate delivery
AI Leadership
Fractional CAIO support providing executive-level AI governance and strategic guidance
Services & Tech Stack
- Custom AI App Building
- Autonomous AI Agents
- RAG Pipeline Development
- AI Workflow Automation
- Prototype to Production AI
Is This a Fit?
Enterprises in retail, logistics, healthcare, and fintech seeking production-grade AI systems — from LLM agents to computer vision — built and deployed end-to-end by a senior specialist team.
Companies looking for low-cost or early-stage AI experimentation, pure SaaS tool configuration, or engagements under $25,000.
Ideal Client
CTO, Head of AI, or VP Engineering at a mid-market or enterprise company ready to move AI from proof-of-concept to production, with existing data infrastructure and a clear business problem to solve.
Track Record
Founded in 2017, Marvik has 200+ AI specialists across LATAM, Europe, and the US, with production AI deployments for clients including Stanford University, Mercado Libre, and Rappi.
Common Outcomes
- Predicted patient emergencies across 300M+ medical records for Stanford, enabling faster and less biased care decisions
- Automated product curation and seller onboarding for a large retail marketplace, driving higher conversion at scale
- Transformed Rappi's search, delivery, and merchant analytics into AI-powered growth engines across millions of transactions
- Delivered sprint-based AI prototypes validated within two weeks before scaling to production
Notable Clients
Use Cases
Case Studies
Predicted Patient Emergencies with 300M+ Medical Records
HealthcareChallenge
Stanford needed to anticipate patient emergencies at scale while reducing bias in care decisions.
Solution
Marvik built an AI system trained on 300M+ medical records to predict patient emergencies, enabling safer and faster care decisions.
AI as a Force Multiplier for Marketplace Growth
Retail EcommerceChallenge
A marketplace needed to automate product curation and seller onboarding to drive higher conversion at scale.
Solution
Automated product curation and seller enablement using AI, accelerating onboarding and unlocking higher conversion.
Scaling Operations with Intelligent Automation — Rappi
LogisticsChallenge
Rappi needed to scale search, delivery operations, and merchant analytics to support millions of transactions.
Solution
Transformed search, delivery, and merchant analytics into AI-powered growth engines.
At a Glance
Location
Montevideo, Uruguay
Founded
2017
Team Size
51 – 200Typical Budget
$25,000+
Timeline
Sprint-based delivery cycles of two weeks per MVP iteration, scaling to full production deployment
Delivery
RemoteHybridEngagement
Project BasedStaff AugmentationPricing
$100 - $149Client Tier
Mid MarketEnterpriseRegions Served
Northern AmericaSouth AmericaWestern EuropeSouthern EuropeLanguages
EnglishSpanishPortuguese
Focus Areas
Industries
Specialties
Verticals
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| Signal | |||
|---|---|---|---|
| Category | AI Agents Automation | AI Agents Automation | AI Agents Automation |
| Location | Montevideo, Uruguay | New York, United States | Wroclaw, Poland |
| Team Size | Not listed | Not listed | Not listed |
| Client Tier | Mid Market | Startup | SMB |
| Delivery Model | Remote | Remote | Remote |
| Typical Budget | $25,000+ | $5,000 - $50,000 / month | $10,000 – $199,999 |
| Services | Custom AI App BuildingAutonomous AI AgentsRAG Pipeline Development+2 | Autonomous AI AgentsBusiness Process AutomationHuman In The Loop Workflows+1 | Autonomous AI AgentsMulti Agent OrchestrationRAG Pipeline Development+2 |
| Tech Stack | Not listed | Not listed | LangChainLlamaIndexPydanticAI+5 |