We work alongside companies like yours to help deliver successful AI and ML projects - to make a real business value impact
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: The project included 7,961 pages from their website which we calculated would have required 165 hours (20 days) for an employee to label
The solution: The web pages from MDUK website were all tagged with high accuracy. Deeper Insights assigned two tags to each web page: the general condition tag and the specific condition tag The tagging was automatically performed by the system: a mix of ontology creation with fuzzy string matching
The outcome: Auto-tagging and classifying research papers and articles that lets patients, researchers and staff quickly find relevant information
Client said: "We were very impressed with what could be achieved in a short space of time by using the Skim engine and we’re now ready to tackle the re-structure of those 8,000 pages!" - Suzannah, Head Of Digital, Muscular Dystrophy UK
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: Reduce time for content teams to search for and create Breast Cancer related content for their wellbeing app. As well as solve the information overload problem for users.
The solution: Deeper Insights developed a Machine Learnt relevance filter that used a supervised learning algorithm trained by BCN staff who marked content as relevant or not. Additionally a Content Recommendation Engine was built to monitor feedback from users behaviour to learn which content was most interesting for them.
The outcome: The content team reduced overhead by 75% once the AI solution was trained fully, saving the charity valuable time and money. The user experience was so much improved by the AI recommender, that the BECCA App won Best Healthcare Project in 2018 from the National Lottery Awards.
Client said: "Working with the Deeper Insights™ team has been incredible. We could never have dreamed of making the kind of difference to our product that their AI has afforded us." - Kristina Barrick, Digital PM
The challenge: As a visual artists rights management organisation, DCAS were spending 80 hours per month on collecting art market sales data from web sources such as auction houses. Then a further 40 hours in reviewing and inputting the data to their accounting system.
The solution: Deeper Insights developed Art Type Classifiers and Art Sales Feature Extraction models including named entity recognition and name matching to automatically scrape relevant art sales data from the web and accurately compile it within accounting data and CRM databases.
The outcome: The AI solution has reduced the time it takes to collect, review and issue invoices for Artists Resale Rights (ARR) royalties by 83% saving the non-for-profit valuable time and money. As well as identifying potential new Artists to represent.
Client said: "Apart from the fact the Deeper Insights team are absolutely brilliant and knowledgeable in their space, they quickly developed the requisite knowledge about our industry and internal processes." - Ade Awonaike, Head of Data
The challenge: The Proof founders were on an accelerated journey from startup to scale-up having just raised a fresh round of investment. They needed to more with their data but didn’t know what.
The solution: Deeper Insights worked with the technology team, who at the time lacked Data Science knowledge, to identify opportunities for their data, product and users. The workshops involved a number of opportunity heatmap and business canvas exercises, as well as a deep dive into the data itself.
The outcome: The Proof team subsequently went on to raise a further $2m with a clear Data Science roadmap provided by Deeper Insights. This allowed them to go and make critical Data Science hires, and improve their product.
Client said: "We've been blown away by the capability of Deeper Insights™. Their data science expertise and ability to deliver working models in such short order is exceptional."
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: Ambitious pre-seed founders needed to understand the limits of AI for their environmental analytics business, as it was blocking their ability to raise due to investor appetite for AI embedded in the solution early on.
The solution: Deeper Insights carried out a Feasibility Study for the team looking at the data they needed to analyse given it was a particular diverse set of PDF’s and HTML data. A project roadmap was produced with estimated build costs giving the founders the information they needed to move the project forward.
The outcome: The information incorporated into the Startups pitch deck won them a position on a prestigious Accelerator programme and the company continues to grow.
Client said: "We’re delighted with our engagement with Deeper Insights, they’ve really helped with providing more detail than we’d expected." - Rob Smallcombe, CEO
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."
The challenge: Microsoft had recently launched its Botframework and LUIS chatbot services. They needed outside support to test the tools and try building a chatbot from ground zero.
The solution: Deeper Insights and the Microsoft engineering teams worked together to build a prototype chatbot that served to demonstrate capabilities of media monitoring within a chat environment.
The outcome: Within 5 days the teams had designed and built the v1.0 prototype that was successfully released onto multiple chat platforms including Skype and Slack. Demonstrating the amazing value such a product could deliver, in a very short space of time.
Client said: "Skim’s technology and the Triggers API product are great examples of combining bespoke AI technology with various Microsoft products such as Cortana, Bing and Cognitive Services. Running a joint engineering project to integrate Microsoft Bot Framework to Skim’s stack was a productive way to add an intuitive multi-canvas interface to their product offering" - Petro Soininen, Microsoft Engineering
The challenge: Castle Trust were stuck using legacy systems, with data siloed across 15 different databases. Through a history of acquisitions they’d also lost a number of key personnel who understood the data flow throughout the business. This resulted in data duplication, unnecessary overheads and no clear picture of the business state.
The solution: Deeper Insights worked with the Interim CTO and contractor data specialists to redesign the data storage, access and uses within the business. There was a significant amount of data cleaning and prep for transfer into an AWS Redshift data warehouse.
The outcome: Castle Trusts leadership team were able to get insights across the business viewed in Tableau dashboards, that improved reporting. The work also enabled a newly created risk management team to de-risk large parts of their lending business
Client said: "Deeper Insights were fundamental in the design and implementation of our digital transformation, amazing work." - Jamie Gannaway, Interim-CTO
The challenge: The Marine Insurance industry is plagued with outdated systems and paper based processes which makes the claims handling process inefficient. Marine Judge a scale-up in the industry is digitising and automating the whole process.
The solution: Deeper Insights were brought in at the very beginning of MJ’s journey to advise and then build out the AI models that classify, extract and analyse Marine Insurance claims documents. As well as using Neural Nets to judge the validity of a claim.
The outcome: The solution has been a great success with early customers winning large contracts for Marine Judge with the support of Deeper Insights as technology partner.
Client said: "DI have been true partners throughout helping us think through the complexities of our project and communicating directly with our clients. They’ve been invaluable to our success." - Soto Skinitis, Partner
The challenge: In the UK, the total number of Total Knee Replacements(TKA's) per year has increased from 13,546 in 2003 to 98,147 in 2019 costing the NHS an estimated £585m per year. The average cost of a TKA in the UK is £12,000, however, post-surgical complications, e.g surgical site infection, increases this cost by between £1618 and £2398 per patient.
The solution: Our consortium, which is comprised of Smith&Nephew Ltd, Deeper Insights and Imperial College London, won Innovate-UK funding to carry out an ambitious and innovative project that is focussed on developing markerless and automated registration and tracking of the patient's limbs tailored for robotic-assisted orthopedic procedures using structured light technology assisted by deep learning to continuously capture the patient's anatomy during surgery.
This new platform will be integrated within S&N's commercially available robotic platform "NAVIO," which was previously supported by I-UK funding, and will obviate the need for percutaneous markers reducing set-up time, cost and complexity during surgery.
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 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