Our Services.
What MAkes us Different.
HOW WE WORK
DATA
SCIENCE
MACHINE
LEARNING
DATA
ENGINEERING
DATA
ARCHITECTURE
DATA
VISUALISATION
How
We Work
We provide an end-to-end service, designed to take you seamlessly from ideation to product.
Click each phase below to find out more about our service and key deliverables.
Explore Opportunities & The Art Of The Possible
Deep-dive potential use cases and opportunities; exploring the data available and resource required to support your business, and design solutions and an analytical roadmap to deliver your solution.
Deliverables:
Use case reports or designs based on the focus of your project; playback of selected problems & insights, use case or solution feasibility and approach, as well as indicative timelines for PoC.
Delivery: 1-2 Weeks
Prove The Value And The Data
Explore select use cases through an analytical investigation of your data, as well as data quality and collection protocols, and conduct early tests of machine and deep learning models to uncover actionable insights and demonstrate value,
Deliverables:
Proof of Concept outcome report detailing the validated concepts, recommendations for data quality improvements and architecture requirements, and an analytical roadmap for deployment.
Delivery: 3-4 Weeks
Technology Prototype
Build a fully working prototype, testing all elements of a functioning architecture and demonstrate value and functionality in its entirety to the business. Outline future production requirements, timescales and adoption roadmap.
Deliverables:
Functioning architecture with a service or machine learning model running in a pre-production environment.
Delivery: 8-12 Weeks
Productionise
Scale or convert your Proof of Concept or Prototype across additional data sources and architectures into a Minimum Viable Product (MVP), a system of live consumption to maximise the value from your production environment to realise full business value.
Deliverables:
A fully automated, robust solution with model performance and complete functioning architecture that is viable to be deployed for business impact.
Delivery: 12-16 Weeks
Product
Manage your model to maintain model performance with our trusted team and deliver iterations of your solution; adding additional features as requested by business users, tweaking the models based on feedback, and providing a value adding service to the business.
Deliverables:
A full model management service with solution iterations to deliver on-going business value.
Delivery: 20+ Weeks
Our Aim Is To Help You
move your data from
IDEA TO IMPLEMENTATION.
We have designed a framework to help you easily navigate our services and select what you need, when you need it.
Bespoke Package
We create a bespoke package for each client to reflect their needs. We aim to transform the way each business works with the growing volume of data and provide an end-to-end data science service designed to accelerate your ability to make data-driven decisions.
BUILD, TEST & RELEASE
We help formulate business questions and explore and audit client data. We help build data products, test and release them into the wild, adopting a lean start-up philosophy to ensure the success of client data projects.
SUPPORT THAT COUNTS
We provide on-going expertise to run, maintain and enhance data services.
we are trusted by
industry leading
international partners & Clients.
Our
use cases.
interested in getting started? speak with our
world-class team.
MARCH & APRIL ’23 ROUND-UP!
4 minutes Hello May! As we welcome the new month, we are looking back at the busy and exciting months of March and April. We were so busy in fact, we’ve rolled two months’ worth of roundup material into one. We are nothing but efficient, right? Sit back, relax, grab a coffee, and let’s catch you up on everything we’ve been up to the past 2 months…
T-DAB.AI win Innovate UK Grant for OctaiPipe
2 minutes T-DAB.AI has secured an Innovate UK grant for their OctaiPipe project, which aims to develop a secure and privacy-preserving machine learning platform for IoT and edge devices. The project will focus on four main axes to address vulnerabilities in machine learning for IoT and promote the rapid adoption of OctaiPipe at scale.
Edge AI Explained: How OctaiPipe Is Revolutionising IoT
5 minutes Read our blog post to discover Edge AI technology up close, and learn how OctaiPipe unlocks its full potential with federated machine learning.
JANUARY ’23 ROUND UP: LOOKING BACK & MOVING FORWARD 🚀
2 minutes And just like that, it’s a new year and January is done and dusted! An exciting time for many businesses with the fresh prospect of new opportunities and growth.
Benefits of Federated Learning Explained
4 minutes Federated learning is here to unlock greater privacy and accuracy in machine learning. Read our blog to explore its benefits, differences, and functions.
Leading Edge Hardware Manufacturer Partners with UK Edge AI platform
2 minutes World-renowned AIOT solution-ready provider, EverFocus, has agreed on a partnership with T-DAB.AI to integrate their Edge AI platform into their device portfolio.
State-of-the-art Edge AI platform to accelerate UK’s AI adoption
3 minutes UK deep tech AI company, T-DAB.AI, has closed their funding round of £495,000 to accelerate the development of their Edge AI platform.
Supply Chain Analytics for Business Pt.2
7 minutes In the second part of the supply chain analytics for business, we discuss on how tech is transforming the supply chain whilst dealing with demand volatility with predictive and prescriptive analytics
and what the future holds.
Exploring Supply Chain Analytics for Business
6 minutes Now, more than ever, a business’s ability to react to the rapid shifts in the market is dependent on its supply chain and having visibility and insight across the entire ecosystem.
Discover how supply chain analytics can help businesses anticipate shifts in demand, proactively manage their resources, improve efficiencies and address potential risks throughout their supply chain ecosystem.
AI inside & outside the factory
4 minutes Manufacturers are resetting priorities around resilience, sustainability and operational excellence. AI & Machine Learning powered technologies are playing a vital part in accelerating capabilities and capture market share.
Industrialising Machine Learning II
6 minutes In the 16th episode of the business intelligence report in partnership with Bright Talk, we’ll be taking a deeper look into machine learning solutions, in particular, data-centric machine learning and machine learning pipelines, in conversation with Rajdeep Biswas, Director, Advanced Analytics & Machine Learning at Microsoft and Nik Spirin, Co-founder & CEO at Metapixel AI
Industrialising Machine Learning
5 minutes In the 16th episode of the business intelligence report in partnership with Bright Talk, we’ll be taking a deeper look into machine learning solutions, in particular, data-centric machine learning and machine learning pipelines, in conversation with Rajdeep Biswas, Director, Advanced Analytics & Machine Learning at Microsoft and Nik Spirin, Co-founder & CEO at Metapixel AI
Artificial Intelligence: Trends & Focus
3 minutes Take a look at the trends that we have seen this year as a base to look at new advancements in 2022
Introduction to ML Ops
6 minutes Introduction to ML Ops: How to start integrating ML solutions in your strategy
Introduction to Machine Learning Pipelines
12 minutes In this blog, we will discuss what pipelines are and why they are a fundamental unit against which the value of your ML investment should be measured.
Built to scale: Ramping up AI projects
4 minutes Take a look at the key points that emerged from the 2021 AI & Big Data Expo panel – Built to scale: Ramping up AI projects.
How to start your Data & Analytics Strategies
4 minutes Chief Data Officers recognise the importance of data in making sound business choices, but often struggle to link data to specific business advantages and outcomes.
The Importance of data in manufacturing
5 minutes Data is at the heart of manufacturing. However, with the advent of digital technologies and AI and ML the collection and use of data has taken on new importance. See how manufacturing is reshaping thanks to data and new technologies
How to deliver digital transformation in manufacturing
5 minutes Delivering digital transformation relies on knowing the art of the possible and how to integrate these new technologies within your organisation and your people.
Press Release T-DAB & Situ Live
3 minutes T-DAB.AI and Situ Live team up to deliver the ultimate retail experience through AI & ML
Predicting UTI Risk In Care Homes Pt. 2
< 1 minutes This article marks the conclusion of the project, its findings and new potential areas of development. Read the transcript from the episode with Eric Topham (ERIC), Kohdai Komorya (K), Hamid Khandahari (H) and Emily Naylor (E).
Why Data Has Gravity
5 minutes Cognition as a Service (CaaS) with a distributed learning framework for performance, cost efficiency and data privacy
Artificial Intelligence: Edge vs Cloud Pt.3
2 minutes what are the factors influencing the future of AI for manufacturers and which synergies must be implemented?
Artificial Intelligence: Edge vs Cloud Pt.2
2 minutes What is the edge and cloud paradigm for manufacturers and what is the role of AI and Machine learning?
AI To Combat “Fake News”
4 minutes Fake news. We’ve probably fallen victim to it once or twice, and it does a perfect job of illustrating how everyday technology platforms like Facebook can come with a few unintended consequences. We caught up with Inpulsus, a born-digital consulting firm that helps companies transform their marketing to try and answer the question: Can AI combat misinformation on social media?
Artificial Intelligence: Edge vs Cloud
3 minutes How are manufacturers making the best choice between edge and cloud? Read more in the first article of the series.
AI applications in the retail industry
4 minutes Technological innovation and the increasing capabilities of AI are continuously developing to make the retail experience as efficient as possible. How is Machine Learning (ML) and Artificial Intelligence (AI) making waves in retail?
Scaling AI: From Proof of Concept (POC) to Production
3 minutes How machine learning can overcome getting trapped in the Proof of Concept loop and help you scaling your solutions
AI & Machine Learning in the Healthcare industry
6 minutes Take a look at 3 applications of AI and Machine Learning that are disrupting the healthcare industry
Supply Chains for 2021
3 minutes Supply chains are incredibly complex, and vulnerable to inconsistencies and inefficiencies. There is great potential for supply chain components to be revolutionised by automated AI
Machine Learning Procedure at T-DAB.AI
5 minutes In a previous article, I described the 4 development standards we developed at The Data Analysis Bureau (T-DAB) for the successful delivery of machine learning projects. It featured a table that listed the components that
Data & AI trends for 2021
4 minutes This article captures our latest view on the data & AI trends in 2021 and the advent of wider adoption
Artificial Intelligence in Space Exploration
6 minutes What may have seemed like a distant endeavour years ago, artificial intelligence in space exploration is now a reality. Latest space launches from Space X and NASA and the
Predicting UTI Risk in Care Homes
5 minutes Listen to the episode HERE 2021 marks the second year of The Innovation Sandbox and will see us embark on several new projects, as well as some existing projects, with new students, new clients and new partnerships. The
ML and NLP for E-Commerce
4 minutes Listen to the episode HERE 2021 marks the second year of The Innovation Sandbox and will see us embark on several new projects, as well as some existing projects, with new students, new clients and new partnerships. The
The 2021 Innovation Sandbox
6 minutes 2021 marks the second year of The Innovation Sandbox and will see us embark on several new projects, as well as some existing projects, with new students, new clients and new partnerships. The Innovation Sandbox is a collaborative initiative at the
Machine Learning Development Standards at T-DAB.AI
4 minutes As the data science and machine learning specialists, we are known for building data solutions that include machine learning (ML). We help clients and partners
How to prepare for AI in 2021?
4 minutes Over the last few years (and virtually in 2020), we have hosted several Data & AI Readiness workshops with our clients and partners to better
Time-Series of Information Technology Operating Analytics Part 4
4 minutes In Time Series for Information Technology Operating Analytics part 4 blog, as the last blog of the Series, I will showcase in detail the anomaly
Multivariate Time Series Clustering
2 minutes This Multivariate Time Series Clustering project follows the development of a Long Short-Term Memory (LSTM), as part of T-DAB’s Innovation Sandbox, to predict the rudder movements that a sailor would make during a race. If you’re familiar with The
How Is AI Enabling Chatbots For Good?
4 minutes A combination of the sophistication of Artificial Intelligence (AI) technology and a desire to simplify the interaction between humans and computers has led to the
Time-Series of Information Technology Operating Analytics Part 3
3 minutes In Part 3 of the Time-Series of Information Technology Operating Analytics article series, I have included the literature used and the current trial experiments. Firstly,
AI & Machine Learning in Finance & Portfolio Management
7 minutes What is the impact of AI & Machine Learning In Finance & Portfolio Management and how are they helping decision-makers have the best tools and
Text Summarisation Part 2
3 minutes In this Text Summarisation Part 2 article, I wanted to follow up on my recently published Part 1 on automatic text summarization, the field of
3 Ways AI & ML Can Change How You Interact with Our Workforce
4 minutes Being in the aftermath of a global pandemic, the effects of the virus were felt by almost every worker in the UK. Millions of workers
Building Manufacturing Resilience Through Industry 4.0
3 minutes Building Manufacturing Resilience Through Industry 4.0 is an essential activity for any manufacturer that wants to keep competitive. In this article, I will look at
Time-series of Information Technology Operating Analytics – Part 2
3 minutes In the Time-series of Information Technology Operating Analytics – Part 2 we will explore anomaly detection and the role this had on my research and
Mental Wellbeing at Work
3 minutes Mental wellbeing at work and workplace health have always been important for businesses, but it is only recently that these aspects are being really considered
Time-series of Information Technology Operating Analytics
2 minutes With the time-series of information technology operating analytics blog series, I wanted to introduce you to time-series and its use in information technology operating analytics. This
Data science in the capital markets
< 1 minutes Join T-DAB.AI and CJC Ltd as we explore the impact of data science in the capital markets and volatility of Covid-19 and benefits of data science and
Bringing forth a digital twin
4 minutes When the elite of the world’s sports sailors let their boats sail off in the Vendée Globe sailing race later this year, the boats will
Algorithm breakdown for Teaching AI to Sail
6 minutes Algorithm Breakdown: Teaching AI to Sail Hopefully you are familiar with our Innovation Sandbox program, where students from one of the UK’s top university join
Text Summarization from the Innovation Sandbox
4 minutes Over the last few years, considerable progress has been made in the field of Automatic Text Summarization- the branch of Natural Language Processing concerned with building programs which can automatically summarize written content. This article, the first of a mini-series on this area, gives a short outline of the field and an overview of some of the leading approaches.
Innovation & AI: Our Story so Far
3 minutes Our Story So Far: T-DAB Innovation Sandbox Years before starting T-DAB.AI, our founder and Head of Data Science, Eric Topham, was already sailing for pleasure
T-DAB Lab: Innovation Sandbox
3 minutes In the fast-moving multidisciplinary field of commercial data science and engineering, staying abreast and ahead of rapid technological change is key. T-DAB’s mission is to
The Importance of Collaboration in Technology
3 minutes An ecological perspective on collaboration for developing intelligent solutions Unlike the scientific advances of the late 19th and early 20th centuries, the technological developments of the 21st are
Supervised learning vs unsupervised learning
5 minutes Machine Learning is all about understanding data, and what can be taught under this assumption. This post introduces supervised learning vs unsupervised learning differences by taking the data side, which is often disregarded in favor of modelling considerations.
Setting up an Experimentation Data Science Environment in Azure
7 minutes It can be daunting to navigate different tools and answering a simple question, “where to start?”. If you have some data on your hands and you want to do some data science and you want to do it NOW, this post will explain how to “switch on” the infrastructure you need.
How can AI manage the Stress and Mental Wellbeing effects of Covid-19
4 minutes Explore the opportunities in cognitive technologies and meet SAM, the mental health chatbot to support stress and mental wellbeing effects.
What is the opportunity cost of Machine Learning
5 minutes Machine Learning & Artificial Intelligence are the technologies of the future. But what is the opportunity cost associated with their application?
Top 5 uses of machine learning in manufacturing
5 minutes What are the top 5 manufacturing issues solved by Machine Learning (ML)? Here are some examples of the most common problems and how they are solved by ML
The ML & AI Opportunity in 2020
6 minutes Do you want to find out more? Get in touch with the team or sign up to your blog for the latest insights and exclusive
3 Ways Brands Use Big Data & Machine Learning
4 minutes This is only one example of where brands use big data & machine learning to bring huge business benefits. What could you do? Download The
Top 3 challenges for manufacturers when going digital
4 minutes Rapid changes are taking place as we enter the era of Industry 4.0 and Smart Factories. So what are the top 3 challenges for manufacturers
T-DAB bring Apogee Software into the fold
2 minutes Do you want to find out more? Get in touch with the team or sign up to your blog for the latest insights and exclusive
T-DAB and CJC partner to help clients maximise the predictive power of IT Operations Analytics
4 minutes Do you want to find out more? Get in touch with the team or sign up to your blog for the latest insights and exclusive
3 Vitals Steps for Manufacturers to Return Value from Data Solutions
4 minutes How capable is your team in turning business problems into data solutions? Digitation is not rocket science: start with the problem then develop a solution.
Agfa Graphics: A Data Driven Transformation Case Study
455 minutes How capable is your team in turning business problems into data solutions? We think the answer is that it is so obvious! Agfa started with
