Bespoke Machine Learning models developed for you

Our ML researchers can use your company's unique data to create bespoke machine learning models for your business.

Deeper Insights accelerates AI in your business

Why work with us for your Bespoke Machine Learning development project?


We have over a century of combined experience


Our PhD data scientists have niche academic knowledge you can’t buy off the shelf


We care about data integrity, unit tests, and scalable infrastructure


We care about data ethics and human-in-the-loop


We do it successfully every day for companies like yours


We have a tried and tested development framework that makes the process fool proof

How we run successful ML development projects for business

The planning phase

1. We work with you to understand your business objectives in order to select the right machine learning approach for your project.

2. We will do further research in the fields of Artificial Intelligence; Machine Learning, Deep Learning or Natural Language Processing to select the best models for your project.

3. Identifying data and understanding data in order to make sure the model and subsequent training will be most effective.

4. If you don’t have a data set, we can also help in the creation of a data set using our Skim Engine™.

The design phase

Designing the architecture and infrastructure which will host and run your models. We offer cloud or on-premise solutions to cater to all your requirements.

The prototype phase

Prototyping a small minimum viable model (MVM) that uses a subset of the data and solves part of the problem, but proves the value of such an approach that gives you confidence in scaling it.

The build & deploy phase

Once you’re happy with the performance of the model, its time to scale it and release it to the world. That's where strict model design, infrastructure design and MLOps practices come into play, led by our experienced Machine Learning engineering and Operations teams. We draw on our many years of experience deploying models via partners such as AWS, GCP or Azure for cloud based solutions, and can also provide our own Edge service for running your models on device.

Ensuring long term success

We work with you to understand the skills and experience of your teams, in order for them to successfully carry on the long-term management of the AI solution. If you don’t have an inhouse data science team, we also provide managed services.

What success looks like for our clients

  • Innovative and custom Machine Learning algorithms that create a competitive edge
  • A more efficient and tailored approach to solving automation, insights and prediction needs
  • A well thought out AI solution that delivers value to stakeholders for years to come
  • A bold step forward on their journey to AI excellence

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: 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.

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


Dr Márcia Oliveira,

PhD Network Science


Dr Claudio Sa,

PhD Deep Learning


Dr Catarina Carvalho,

PhD Image Processing