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

Phase 1

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™.

Phase 2

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.

Phase 3

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.

Phase 4

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.

Phase 5

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

Start creating your machine learning development plan

The Deeper Insights advantage


We are data science experts recognised globally with over 500+ citations and patents.

We specialise in Computational Linguistics, Natural Language Processing (NLP), Machine Learning, Deep Learning and Data Analytics.


We use the latest AI technology, tools and techniques to enable businesses to onboard data quickly and at scale and harness a variety of models and AI applications to gain fresh insights that support more informed decisions.


We work in partnership with our clients to ensure we find the best solution to solve their impossible problem and drive positive business outcomes that make a measurable impact on performance, innovation and efficiency.

A deeply trusted, expert partner

"This is ground breaking stuff.

It's never been done before and will change the category."

Smith & Nephew

"Deeper Insights have been an incredible AI and data science partner for us, picking up challenging work with ease and delivering innovative AI solutions with confidence."


Start your machine learning development now

Speak to one of our industry specialists about how machine learning can help solve your impossible problem

Deeper Insights
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Deeper Insights AI Ltd t/a Deeper Insights is a private limited company registered in England and Wales, registered number 08858281. A list of members is available for inspection at our registered office: Camburgh House, 27 New Dover Road, Canterbury, Kent, United Kingdom, CT1 3DN.