Fuel Your AI Revolution with R&D Tax Credits
The fast-paced, experimental nature of Artificial Intelligence development makes it a prime candidate for R&D tax relief. We help you claim the credit your ground-breaking work deserves.
Why AI Development is Core R&D
AI and Machine Learning are inherently experimental. The process of developing, training, and refining models involves systematically overcoming technological uncertainties to achieve an advance in capability. This iterative process is the essence of what HMRC considers to be R&D.
Qualifying R&D Activities in AI
Innovation in AI spans from theoretical research to practical application, all of which can contain qualifying activities.
Novel AI/ML Models
Creating new AI models or fundamentally improving the accuracy and performance of existing predictive models.
Advanced Data Processing
Developing novel techniques for data processing, feature extraction, and data visualisation to be used in AI systems.
Neural Network Architecture
Designing and experimenting with new neural network architectures to solve specific, complex problems.
Natural Language Processing
Advancing the capabilities of NLP, including sentiment analysis, machine translation, and text generation.
Computer Vision Innovations
Developing new algorithms for image recognition, object detection, or video analysis that surpass current benchmarks.
Edge AI & Model Optimisation
Researching methods to deploy and run complex AI models efficiently on low-power, resource-constrained devices.
Case Study: Predictive Maintenance AI
The Challenge
An industrial tech startup aimed to create an AI platform to predict equipment failure in manufacturing plants. Existing models were inaccurate due to the complex and noisy sensor data. The key technological uncertainty was how to build a model that could reliably predict failures with minimal false positives.
The R&D Solution
The team developed a novel deep learning model combining LSTM and convolutional layers to analyse time-series data. They experimented with new data cleansing techniques and created a custom simulation environment to generate synthetic data for training, ultimately achieving a 95% prediction accuracy.
The claim covered salaries for data scientists and ML engineers, as well as significant cloud computing costs for model training and experimentation.
Your Partner in AI R&D Claims
We have a deep understanding of the AI development lifecycle and how to align your projects with HMRC's R&D criteria.
Expert Project Scoping
We help you define the boundaries of your R&D projects, separating qualifying experimental work from routine application of existing AI tools.
Maximising Qualifying Costs
We ensure you capture all eligible expenditure, including the often-substantial costs of data acquisition, processing, and cloud computing for model training.
Is Your AI Innovation Eligible?
The next breakthrough in AI could be yours—and it could be funded by R&D tax credits. Contact us for a free, no-obligation assessment of your projects.
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