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
Whatever your industry, we can help you innovate
AI-Driven Solution Streamlines River Restoration for Rebalance Earth
Rebalance Earth aims to invest £10 billion in natural infrastructure over the next decade, with river restoration as a key focus. Their manual site assessment process limits scalability and delays progress. Deeper Insights proposed the integration of AI-driven tools to their platform, like computer vision methods and neural networks to automate and streamline this process. This would enable faster, data-driven decisions, boosting Rebalance Earth’s capacity for ecosystem restoration and climate resilience.
Deeper Insights Shapes Oxford International's AI Future
Oxford International Education Group aimed to implement AI technologies, like Large Language Models (LLMs), to stay ahead in education. Deeper Insights conducted an in-depth analysis, developing a strategy that aligns AI with business goals and evaluates opportunities across departments. Their comprehensive review outlined immediate implementation plans for a specialised LLM and long-term AI use cases, focusing on feasibility, impact, and ROI.
Deeper Insights Enhances Muscular Dystrophy UK's Information Outreach
Muscular Dystrophy UK (MDUK) collaborated with Deeper Insights to overhaul their website using an advanced Natural Language Processing (NLP) system. This AI-driven solution automated the categorisation of vast, varied content, enhancing site usability and accessibility. The upgrade enables efficient information retrieval, particularly for research and muscular dystrophy details, thereby aiding MDUK in effectively promoting their mission to support muscular dystrophy research and charity initiatives.Start creating your machine learning development plan
The Deeper Insights advantage
Knowledge
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.
Technology
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.
Partnership
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
It's never been done before and will change the category."
Smith & Nephew
GSMA
Start your machine learning development now
Speak to one of our industry specialists about how machine learning can help solve your impossible problem
