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
The Impact of Large Language Models

May 25, 2023 in Industry Overview

Large Language Models (LLMs) are THE hot topic of the year. If the name Large Language Models sounds unfamiliar to you, I’m pretty sure you’ve heard of ChatGPT, OpenAI, and Bard. People who don’t know how to code have gained access to a tool that allows them to build Proof of Concepts for ideas they’ve […]

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unlock poor models
Article
In medio stat virtus? Not always!

Abr 10, 2023 in Technical

The Problem What do you do when the model is underperforming? When the models’ performance does not meet our expectations, we usually spend time searching for the flaws, selecting and analyzing the cases where it failed to understand why it happened. Then, we try to apply more robust solutions, train, test, and repeat. In some […]

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Article
Increasing Efficiency with Active Learning

Mar 3, 2023 in Technical

The problem: Labeling data is boring (and expensive) So there you are. You have collected your data, analyzed it, processed it, and built your sophisticated model architecture. After many hours of training and evaluating, you have come to a very unpleasant conclusion: you need more data. Before you readjust your budget to fit the extra […]

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Article
NILG.AI is among the winners of the Vox Pop Open Call for Urban Mobility solutions

Feb 24, 2023 in News

Out of 53 applications, the judges selected 18 projects. Among them, NILG.AI earned the second-highest score for its innovative solution to improve mobility for wheelchair users. We are deeply passionate about using data intelligence to create positive change in communities. This challenge, therefore,  gave us the opportunity to do just that. The challenge The presence […]

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Article
NILG.AI among the winning startups of HODCON Challenge 2022

Feb 13, 2023 in News

We are proud to announce that NILG.AI was among the winning startups of the open call for the Hands on Data 2022 Conference.  Hands on Data is an open innovation initiative that creates matchmaking opportunities between major corporations in the Ruhr area and global startups. From a pool of over 100 applications of start-ups from […]

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Article
Artificial Intelligence in Real Estate

Feb 7, 2023 in Industry Overview

While many industries have benefited from Artificial Intelligence, Real Estate is essentially a virgin territory to apply AI. This blog post will show you how you can transform Real Estate with AI, the key consumers of these solutions, and the challenges the industry faces in its adoption. Suppose you are running a Multiple Listing Service, […]

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Article
Our vision of AI in Financial Services

Dic 12, 2022 in Industry Overview

In recent years, the financial services industry has been innovating technologically, supported by a complex ecosystem including banks, financial service providers, and start-ups (link). Within this blogpost, we showcase our vision of AI in Financial Services. AI in Financial Services From our point of view, we can group use cases in AI in three distinct […]

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Article
How to deal with the annoying implications of changing data sources

Nov 20, 2022 in Technical

Let’s discuss a common scenario in AI consulting. The client provides access to data sources in formats such as CSVs or databases that aren’t in a production environment. Why? Usually, they’re exploring the value of the project, do not want to disclose too much data and want to prevent technical problems from happening at the […]

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Article
Stop removing outliers just because!

Nov 14, 2022 in Technical

Outliers are data points that stand out for being different from the remaining data distribution. An outlier can be: An odd value in a feature A data point distant from the centroid of the data A data point in a region of low density, but between areas of high density. Suppose you have been working […]

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Article
Insights from UPTEC NON STOP

Nov 7, 2022 in News

Last month, we participated in UPTEC NON-STOP, an event celebrating the 15th anniversary of UPTEC. UPTEC is the Science and Technology Park at the University of Porto, where businesses and academia meet to exchange ideas. During the event, local startups incubated at UPTEC (NILG.AI included), and French startups promoted by Accelerateur M pitched their business to […]

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