Our AI models

Choose Deeper Insights proprietary models from our Machine Learning library to use immediately

AI Models


Location model

Identify geographical locations - countries, cities, oceans, rivers, etc. - found in a body of text or a document


Company distress prediction model

Predict company financial stress from indicators in financial reports, CEO letters and earnings transcripts


Semantic role labeling model

Identify the role one or more objects has with others

Topic Discovery model

Discover the unknown topics within big data

Product Feature recognition model

Recognize features of a product, for example a car will have features such as size of its tank, number of seats, media system, alloy wheels

Service Feature recognition model

Recognize aspects of a service, such as an automotive insurance company who will offer breakdown cover, roadside assistance, 24/7 customer support

Named Entity Recognition model

This AI model recognizes; brand, company, product and peoples names within text

Consumer Sentiment model

This AI model Identifies the polarity or sentiment associated with each aspect or feature mentioned in the input review text

Consumer Feedback model

This AI model extracts the explanation for the sentiment expressed towards a given aspect of a service or product feature

We help companies like yours win with AI

From finance to healthcare, from market research to media monitoring, we can help your people make better decisions. We work alongside companies like yours to help deliver successful AI and ML projects - to make a real business value impact


The challenge: Deloitte’s partners and account managers found they were drowning in news from sales support teams, and unable to react quickly to market changes

The solution: Deeper Insights built a prototype Automated Insights app allowing them to have better conversations with clients and close more business

The outcome: Account managers at Deloitte close more business thanks to actionable insights delivered straight to their phones

Client said: "There are a number of gems we’ve found that are far better than the standard services we use" - Dimitar Milanov, Partner, Deloitte


The challenge: Help the sales and marketing teams know more about their customers to enable them to drive deeper customer engagement in sales meetings

The solution: Deeper Insights developed a CMS that scraped the web and automatically identified and summarised customer events relating to key accounts at JLL

The outcome: The automation of the whole previous manual process, and being able to identify 60% more news stories than the manual process, enabling JLL have better and more informed conversations with their clients

Client said: "We have lots of researchers and people who generate insights for our clients, Deeper Insights™ (formerly Skim Technologies) helped us improve the speed at which we get insights and have better conversations with our clients." - Chris Zissis, CIO, Jones Lang LaSalle


The challenge: How to turn billions of valuable data into actionable insights that a human can read and understand? Quant Insight had developed a complex algorithm used by financial analysts, but now wanted to reach a consumer client.

The solution: Using Microsoft’s LUIS intent engine and some custom NLP models Deeper Insights developed a chatbot that could query the QI API and translate the financial data into natural language.

The outcome: QI’s retail investors were able to easily access stock information via a friendly chatbot. The chatbot was able to achieve over 94% accuracy for selecting the correct stock and factors related to a question. An impressive outcome.

Client said: "Deeper Insights™ were a pleasure to work with, and extremely knowledgeable in the field of NLP. Their ability to take our idea and turn it into a working product made them the perfect partner for our fast-growing business."

Talk to us to see if we can help you

Discuss your AI project with us and lets see if we can help. We can dive into the data you have, the data we can gather from the web and other data sources, how we can manipulate that data for you and how we can output it in a dashboard that your business can actually use.

Our Data Scientists will help you deliver your AI project

Our Data Science experts are recognised globally with over 500+ citations and patents

We have a combined experience of over 40 years in developing cutting edge, and innovative Artificial Intelligence from both academia and industry. We are specialists in Computational Linguistics, Natural Language Processing, Machine Learning, Deep Learning and Data Analytics


"I leverage my business, scientific and technical backgrounds to design and build high-impact AI solutions that turn data into something useful for our clients. My expertise lies in the fields of Network Science, NLP, Computer Vision, Imbalanced Learning and Unsupervised Learning."

Dr Márcia Oliveira, Lead Data Scientist


"I use Design Thinking as my approach to deliver invaluable technology."

Ygor Durães, Full Stack Engineer


"The development pipeline is my favorite technical and cultural tool. My mission is to help to achieve the balance between business and business materialization."

Eduardo Piairo, Operations Manager