The machine learning agency.

We plan, develop, and deploy intelligent systems, built for real-world use

Managed AI teams

Embedded ML engineering teams

Partnering with startups and enterprises alike, we turn strategic priorities into real outcomes through end-to-end AI solutions. From research and hands-on implementation to scalable deployment, we offer projects with a clearly defined scope, outcome and measurable value.

Our capabilities

Deep expertise across the full AI stack

We advise, plan, deploy, and operate AI systems across the full machine learning lifecycle.

LLMOps

Built for large language models - managing cost, quality, and reliability as you scale Gen AI across the business.

MLOps

The engineering backbone that keeps ML systems running in production - training, deployment, monitoring, and retraining without breaking.

Generative AI

LLM-powered systems that generate text, code, and content on demand - built into your products and processes.

Machine Learning

Custom models built on your data to predict, classify, detect, recommend, or optimize whatever your business needs to. Across structured, time-series, and unstructured data.

AI Agents

Autonomous systems that carry out multi-step work on your behalf - handling tasks that go beyond a single answer or a single tool.

Model hosting and monitoring

Keeping AI systems live and healthy after launch - inference infrastructure, latency and performance tracking, alerting, and the ongoing maintenance most teams underestimate.

The modulai way of working

We meet you were you are

AI Concept Sprint

Hands on work to develop an actionable plan for an identified use case, ensuring clear objectives.

AI MVP Development

Rapidly develop a Minimum Viable Product, with continuous feedback and value assessment.

AI Deploy and Scale

Productionize and scale a proven MVP, integrating it in existing platforms and with business processes.

AI Optimization

Measurable and rapid improvement of existing AI or analytics solutions.

Where we operate

AI that moves industries

Finance & Fintech

The financial tech sector is our bread and butter. We have developed solutions in multiple contexts over the years and are well versed in the specific challenges of the domain.

PE/Investment · Fraud detection · Anti-money laundering · Credit risk modelling · KYC automation · Portfolio performance prediction · Due diligence NLP · Market signal extraction

Explore cases by industry

See all cases

insights

Real problems. Real systems. Real results.

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Gaming

Real-time object detection for online gaming tournaments

Modulai joined forces with Abios Gaming to build an object detection and OCR solution for extracting real-time information from gaming tournament video streams. The system tracks weapons, tools, and player interactions to provide a structured event stream, enabling Abios to generalize their solution to new game titles faster and more reliably.

Case

Logistics & Manufacturing

Training drone cameras without collecting real world data

Modulai developed a synthetic data pipeline to help Synclair Vision train their drone-based camera system. By generating realistic aerial images and automated labels in a virtual environment, the solution replaced slow and costly real-world data collection with a faster, more flexible approach.

Case

Life sciences

Medical multi-agent system for clinical trial insights

For one of Europe's largest pharmaceutical companies, Modulai built a production-oriented multi-agent RAG solution that answers questions about clinical trial outcomes. The system retrieves evidence, runs analysis, and returns results in the right format, whether text, visualizations, or aggregated downloads, while maintaining traceability and regulatory compliance.

Case

Clipboard with statistical data beside a tablet showing a stock market display

Financials

Building a trustworthy investor relations AI chat

Retail investors want plain-language answers about listed companies, and companies want to know what their investors are asking. OpenIR set out to serve both. Modulai built the entire GenAI pipeline and cloud backend, delivering a grounded, real-time investor chat in six weeks.

Case

Newsletter

The machine learning agency.

Embedded ML engineering teams

Deep expertise across the full AI stack

LLMOps

MLOps

Generative AI

Machine Learning

AI Agents

Model hosting and monitoring

We meet you were you are

AI Concept Sprint

AI MVP Development

AI Deploy and Scale

AI Optimization

AI that moves industries

Finance & Fintech

The financial tech sector is our bread and butter. We have developed solutions in multiple contexts over the years and are well versed in the specific challenges of the domain.

Life Sciences & Health

From R&D to production, we build and deploy machine learning systems that are measurable, scalable, and secure for health, pharma and medtech organizations.

Logistics & Manufacturing

From the factory floor to the supply chain, we build machine learning systems that improve quality, efficiency, and uptime for industrial and manufacturing organizations.

Retail & E-commerce

Having delivered numerous projects in retail, we understand the industry's challenges and what it takes to solve them. Many retailers have substantial untapped potential to increase profitability through higher sales, more efficient operations, and smarter decision-making.

Real estate & PropTech

Automated valuation models, price prediction, and energy efficiency optimisation. We’ve built forecasting and analytics solutions that help real estate organizations make smarter investment and operational decisions.

Forestry & Energy

Multimodal supply & risk intelligence, scenario analysis, and regulatory knowledge systems. We help forestry and energy organizations model uncertainty, monitor operations, and make better long-term decisions in complex environments.

Legal

Document intelligence, legal research, and compliance automation. We build AI systems that help legal teams navigate large volumes of information faster, with greater accuracy and traceability.

Real problems. Real systems. Real results.

Real-time object detection for online gaming tournaments

Training drone cameras without collecting real world data

Medical multi-agent system for clinical trial insights

Building a trustworthy investor relations AI chat

Embedded ML engineering teams

Deep expertise across the full AI stack

LLMOps

MLOps

Generative AI

Machine Learning

AI Agents

Model hosting and monitoring

AI Concept Sprint

AI MVP Development

AI Deploy and Scale

AI Optimization

Finance & Fintech

The financial tech sector is our bread and butter. We have developed solutions in multiple contexts over the years and are well versed in the specific challenges of the domain.

Life Sciences & Health

From R&D to production, we build and deploy machine learning systems that are measurable, scalable, and secure for health, pharma and medtech organizations.

Logistics & Manufacturing

From the factory floor to the supply chain, we build machine learning systems that improve quality, efficiency, and uptime for industrial and manufacturing organizations.

Retail & E-commerce

Having delivered numerous projects in retail, we understand the industry's challenges and what it takes to solve them. Many retailers have substantial untapped potential to increase profitability through higher sales, more efficient operations, and smarter decision-making.

Real estate & PropTech

Automated valuation models, price prediction, and energy efficiency optimisation. We’ve built forecasting and analytics solutions that help real estate organizations make smarter investment and operational decisions.

Forestry & Energy

Multimodal supply & risk intelligence, scenario analysis, and regulatory knowledge systems. We help forestry and energy organizations model uncertainty, monitor operations, and make better long-term decisions in complex environments.

Legal

Document intelligence, legal research, and compliance automation. We build AI systems that help legal teams navigate large volumes of information faster, with greater accuracy and traceability.

Real-time object detection for online gaming tournaments

Training drone cameras without collecting real world data

Medical multi-agent system for clinical trial insights

Building a trustworthy investor relations AI chat

Want to keep up with real-world AI?