Our Services
What we provide for your business.
Advanced data analysis
We work with (appropriately) advanced tools for tabular data analysis and gain actionable insights. We work with 'traditional' machine learning models in batch or streaming, with detailed oversight of model quality and 'accuracy'.
- Understand your data
- Gain actionable insights
- Productionise machine learning models for classification or regression tasks
Understanding and Deploying Foundational Models
Foundation models including ChatGPT, Claude & Mistral are extremely powerful and should be deployed with care. Such approaches may also be overkill for your use case, and a smaller, more efficient model might be more appropriate. We can help advise and deploy such models in to your business.
- Responsible use of powerful approaches
- Appropriate use-case selections
- Experts in LLM platforms
- Assessment of different use cases
Observability
It's important to see what's actually happening in your system. We use open-source and commercial tools to give you the best experience and visibility to let you know what's happening; these tools include the Kibana stack, Grafana (with various data sources) and Tableau.
- Custom observability setups and provisioning
- Expertise in various observability platforms depending on the type of data (e.g. batch/ realtime)
- Setting up alerts and workflows dependent on what's happening
- Various levels of support are available
Custom interface design and deployment
Not everything works seamlessly, and sometimes you want a bit of extra power, or a different perspective. We're experts in user interface design and experience, and we're happy to deploy a custom interface for you where it makes sense to do so!
- Modern interface stack
- Fully hosted
- Fully supported and tested
What other services do we offer?
We also do work in quite a lot of other areas.
Image Analysis
We've got lots of experience with image classification, analysis and search, including using Residual convolutional neural networks and transformer based models, alongside embeddings and vector databases.
Search & Retrieval
In the new age of retrieval augmented generation the technologies are moving very quickly. We've got experience of image search and text extraction too!
Due Diligence
Are you making a good investment? It can be difficult to tell. With our perspective we can give you various levels of confidence regarding the technology on offer, from a simple sense check to diving in to the code itself and establishing what is actually happening under the hood.
Cloud Computing
We are experts in AWS & Azure, and have used both on-prem compute as well as cloud. While in many cases a move to the cloud makes sense, it depends on the size of the work-load and sensibly managing cost. We're able to assist in these decisions.
Data Pipelines
From Airflow to Digdag, we've used lots of orchestration tools, protocols and packages to move data from one place to another. There are lots of considerations to take on board; the sensitivity, latency and the nature of the data being processed.
Data Governance
Are you securing your data appropriately? We can advise and help you on your journey of becoming more secure, and fulfilling your duties to your customers.
Partners
We partner with a number of organisations to consistently provide high quality services and products.
Cruip
Bayes Server
