Article

Unlock Growth with Customer Lifetime Value Prediction

Jul 13, 2026 in Guide: Explainer

Unlock real growth with customer lifetime value prediction. Learn key models, data needs, & implementation roadmaps for strategic results.

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Article
Insights in AI applied to Credit Scoring

Jul 27, 2021 in Use Case

Having access to liquidity has been a major issue for humankind for financing both personal life aspects (e.g., housing, cars, college) and for business initiatives (e.g., starting, growing, and expanding a business). The amount of uncertainty that both faces of this exchange – i.e., the creditor and the prospective debtor – face are paramount. On […]

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Article
NILG.AI among winners of the DataHub Ruhr Open Innovation call

Jul 17, 2021 in News

We are proud to announce that NILG.AI was among the winning startups of the 4th open call for the DataHub Ruhr. DataHub Ruhr is an open innovation initiative that creates matchmaking opportunities between major corporations in the Ruhr area and global startups. In the 4th edition of this program, 8 challenges were proposed by 4 […]

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Article
ML System Design: Federated Learning

Jul 14, 2021 in Use Case

NILG.AI, together with Neu.ro decided to try a format similar to a Reading Club, where the topic is not a specific paper but an entire research area. After a short discussion, we had a System Design part where the team described a specific use case to apply the new approach. Ideally, the discussion would stick […]

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Article
Automated Valuation Models for Real Estate

Jun 14, 2021 in Use Case

When we decide to buy or rent a real estate (apartment, room, house, etc), one of the most important search criteria is the price. Its value depends mostly on characteristics, such as location, year of construction, number of rooms, area, central heating, etc. However, two properties with the same characteristics, for example, can be sold […]

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Article
Speeding up Science: AI tools for Pharma

Jun 1, 2021 in Industry Overview

At NILG.AI, our motto is “Unlocking business capabilities using Data Intelligence”, since we see Artificial Intelligence as a powerful tool designed to maximize the potential of human activity. A lot of fields have been taking advantage of the AI revolution creating more efficient systems able to get more accurate results while saving time and operation […]

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Article
An Introduction to Multiple Instance Learning

May 18, 2021 in Technical

Multiple Instance Learning (MIL) is a form of weakly supervised learning where training instances are arranged in sets, called bags, and a label is provided for the entire bag, opposedly to the instances themselves. This allows to leverage weakly labeled data, which is present in many business problems as labeling data is often costly: Medical […]

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Article
Crop monitoring & AI: The future of agriculture

May 12, 2021 in Industry Overview

Agriculture’s role and its importance is not strange to any of us. Besides feeding us all, it allowed the first settlements and the transition from a nomad lifestyle to a sedentary way of living that culminated in the current state of our civilization. Although there is already a lot of IoT technology and innovation being […]

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Article
Keyboard Layout Optimization for ALS Patients

Apr 9, 2021 in Webinar

In case you missed it, you may find below our webinar in collaboration with DSSG. For most of us, typing is the easiest part of transmitting a written message: we type and walk without even looking at the keyboard. I rewrote this abstract 3-4 times – writing wasn’t the issue, the message was. For ALS […]

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Article
Address validation for optimizing delivery success rate

Mar 17, 2021 in Use Case

In recent years, the e-commerce industry has been increasing significantly in several sectors like food, retailing, and electronics. In the latter part of 2020, this increase has been even higher with growth 3 times greater than the previous years, mostly due to the pandemic context we live in, which boosted the number of online shopping. […]

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Article
An AI-Based Image Content Retrieval System

Mar 7, 2021 in Technical

Similarity measurement is the basis for any information retrieval, management, or data mining system. Both in industry and in the scientific community, similarity detection has been shown to be extremely useful when applied to different use cases. Over time, the information available on the internet has been growing in an exponential way, making it harder […]

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