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AI & ML

Driving Outcomes in AI & Machine Learning

Intelligent Cloud Solutions

Firemind specialise in leveraging the AWS cloud framework to optimise and automate your machine learning capabilities.

Proactive Forecasting

Leverage data to build models that predict outcomes and suggest real-time solutions.

Language Processing (NLP)

Using text interpretation, translation, and sentiment analysis to drive better customer experience.

Machine Vision

Providing insights using imaging-based automatic inspection and analysis for industry-specific applications.

Human-Machine Interaction (HMI)

Analyse human-machine interfaces, like chatbots to optimise intuitive language, behaviours and gestures.

Services

AWS Machine Learning Services

Whether its starting from the ground up with Amazon SageMaker, or choosing a singular tool like Rekognition or Textract, Firemind has the expertise to guide your ML journey.

AWS Pre-built Services

There are 3 main ML services layers. The first is AWS pre-built services for quick deployment. These are powerful and have limited customisation to your use case. The services can be combined together to create complex applications.

Build your own Alexa

Transcribe → Lex → Polly

Make a universal translator

Transcribe → Translate → Polly

Build a Jeff Bezos detector

DeepLens → Rekognition

Are people on the phone happy? 

Transcribe → Comprehend

AWS Sagemaker Algorithms

The second service layer is AWS Sagemaker, which is designed to handle the entire workflow. This is more powerful than prebuilt services with the option to develop custom algorithms or to leverage existing training sets and AWS algorithms.

 

Its modular architecture makes Sagemaker flexible to any use case, allowing you to utilise SageMaker independently for model building, training or deployment and to accelerate the development of the business solution.

 

Leveraging AWS can reduce your total cost of ownership and time to deployment. This is most obvious in smaller applications where Sagemaker can reduce the TCO by up to 90% with no loss of functionality or flexibility by using a fully managed service.

AWS Deep Learning AMIs

The third option is the AWS Deep Learning AMIs which provide the infrastructure and tools to accelerate deep learning in the cloud, at any scale, enabling complete customisation.

 

Using Deep Learning AMIs we can quickly launch Amazon EC2 instances pre-installed with popular deep learning frameworks and interfaces such as TensorFlow, PyTorch, Apache MXNet, Chainer, Gluon, Horovod, and Keras to train sophisticated, custom AI models. Whether your use case will benefit from Amazon EC2 GPU or CPU instances, there is no additional charge for the Deep Learning AMIs – you only pay for the AWS resources needed to store and run your applications.

Case Studies

Machine Learning Case Studies

Batch Processing

Artificial Intelligence AWS

Compliance

Artificial Intelligence AWS

Invoice Reconciliation

Artificial Intelligence AWS

Insights

Explore Our Machine Learning Insights

AWS Customer References

What Our Clients Have Said

Project Approach

'They demonstrate a well-structured approach to project delivery and are very well-engaged, often pro-actively sharing best practice and new ideas to maximise delivery.'
Jas Moorley

Head of Vodafone Business COE, Vodafone Group Finance

AWS Expertise

'The combination of experience and knowledge of the AWS environment and their vision and creativity. Also their speed of response and ability to identify elegant solutions from complex inputs.'
Andrew Paddison

M&C Saatchi Performance

AWS Expertise

'Having worked with Firemind over the past 18 months or so we have found them to be experts in AWS, they have helped us a great deal with some of our projects.'
Tom Simpson

Penna

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Artificial Intelligence AWS

Batch Processing

Regenerate your workflow by exploring the possibilities of Firemind’s intelligent reconciliation tool which translates all languages, line matches instantly and provides on-the-spot results.   Find out how Firemind...
  • Strategy

    Automating Workflow

  • Technology:

    AWS Textract, Machine Learning

  • Benefits:

    Autonomy, Efficiency

View Showcase
Artificial Intelligence AWS

Compliance

Drastically reduce the requirement of manual tasks by integrating text analysis workflow into your operational model Automation is key for your application to achieve high compliance...
  • Strategy

    Operational Processes

  • Technology:

    AWS Cloud, AWS Textract

  • Benefits:

    Autonomy, Efficiency

View Showcase
Artificial Intelligence AWS

Invoice Reconciliation

Regenerate your workflow by exploring the possibilities of Firemind’s intelligent reconciliation tool which translates all languages, line matches instantly and provides on-the-spot results.   Find out how Firemind...
  • Strategy

    Automating Workflow

  • Technology:

    AWS Lambda, AWS Textract

  • Benefits:

    Success rate, Matching time

View Showcase