Murmurate enables any business or organisation to build AI quickly and cost-effectively – automating data labelling and simplifying model building.
BUILD AI WITH ANY DOMAIN-SPECIFIC DATA:
WHY USE MURMURATE TO BUILD AI?
There is no shortage of AI building services currently on the market. So how to choose which one to use? These key features set Murmurate apart from the rest.
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Everything you need in one place
We’ve put all the tools you need all in one place – with the flexibility to use them in a way that works for you and your team. Whether you’re a Project Manager, AI Engineer, Data Scientist, Analyst or Executive, we’ve got you covered.
FASTER
No more hand-labelling
Most AI requires labelled data. Hand-labelling can be slow, with no easy way to adjust labels as data and operations change. We’ve automated that process so that you can label your data in hours, not weeks.
EASIER
Whatever your skill level
Murmurate means that whatever the size and experience of your team, the job just got easier. You don’t need specialised knowledge of AI to get started. If you know your way around an Excel spreadsheet, then you can build AI with us.
PRIVATE
No exposure of your data to an outsourced workforce
We understand privacy – its value to you and your customers, and the complexities that outsourcing can bring for compliance. With Murmurate, you keep control of your data with no need to send it out for labelling.
EXPLAINABLE
Understand your AI model’s behaviour
We believe that understanding your final AI model is one of the most important aspects of building AI. It’s important to know why a model behaves the way it does in order to check for bias, errors and also to be able to explain the results to others, such as your own customers.
MURMURATE:
AN END-TO-END SERVICE
Explore three examples of the full Murmurate end-to-end service.
DEFORESTATION DETECTION
WITH SATELLITE IMAGES
MISINFORMATION DETECTION
WITH SOCIAL MEDIA POSTS
TUMOUR DETECTION
WITH RADIOGRAPHS
MURMURATE’S
DATA LABELLING
Murmurate uses a new way of labelling data that radically reduces the time and resources needed.
INCREASED SPEED
The main benefit over other labelling approaches is speed. Instead of taking weeks and months, datasets can now be labelled in a matter of hours.
ITERATE QUICKLY
Your AI model may need to be updated to keep up with changing needs or data drift. Because our data labelling approach is so quick, it’s easy to relabel data and retrain your model.
REDUCE COSTS
Achieve in hours and with just one person what would typically take a large team many months. Traditional ways of labelling data are slow and costly, putting AI out of reach of many businesses.
INCREASED ACCURACY
With its reduced costs, our faster labelling approach means much larger training datasets can be created, which in turn creates more accurate models.
Our labelling approach differs to traditional hand-labelling, radically reducing the time and costs spent on data labelling for AI projects.
FLEXIBLE AND CUSTOMISABLE WORKFLOWS
In the Murmurate Project Studio, you can create a fully customised workflow for each of your AI projects.
Murmurate is flexible; you don’t have to complete every task with us. You might already have labelled data. Or your choosen type of AI model may not need it. You can repeat stages as many times as you like. For example, after deploying your model you might need to return to the labelling stage to make improvements. Or go back and explore your data again to work out better labelling rules.
With Murmurate you can iterate as many times as necessary to achieve the best results. The role of the evaluation tasks is to see where improvements can be made, and to go back and make adjustments to your data labels. This fine-tuning helps achieve the best results possible.
A TYPICAL END-TO-END WORKFLOW
A typical workflow involves these tasks, with potentially returning to previously completed tasks to make improvements. This can be done as many times as necessary.
MURMURATE
NOW ANYONE CAN BUILD AI.
Murmurate’s unique and innovative approach is transforming the process of building AI and bringing it within the reach of many more businesses than before, both small and large.
Book a demo for your team to learn how it works. Bring the power of AI to your business.