Digitally-Enabled Legal Spend Management Platform Driven by Artificial Intelligence (AI)
COG Legal has integrated advanced natural language processing-based machine learning into our existing legal spend management platform. This will improve platform efficiency and autonomy, saving valuable human hours and improving the client experience through an intelligent and highly accurate process.
The Technical Bit
COG Legal’s new machine learning process introduces a novel natural language processing neural network architecture trained to be fine-tuned for the task of multi-class classification. This architecture takes a pre-established large language model (LLM) and is trained on big data to understand and emulate the specific task of classifying legal spend cases.
NLP blends statistics, machine learning, and deep learning models with computational linguistics—rule-based modeling of human language. With the use of these technologies, computers are now able to process human language in the form of text or audio data and fully “understand” what is being said or written, including the speaker’s or writer’s intentions and sentiments.
The model achieves a high level of accuracy and low bias in the task of classifying legal cases by introducing multiple neural network layers such as feature abstraction, tokenisation of words, and natural language processing before achieving a classification.
Gain Increased Savings on your External Legal Spend and Reduce Legal Admin
By re-imagining Legal eBilling and integrating AI into our established legal spend management platforms we are reducing time spent on legal invoicing admin for clients across the globe. We provide the digital capability and essential services that will help you gain immediate results and impact, making significant savings on your external legal spend.
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Coote O’Grady™ Limited, trading as COG Legal is a limited company registered in England and Wales.
Registered number: 10169973. Registered office: 14 Station Road, East Boldon, NE36 0LD
Winner European Women of Legal Tech 2020 – Caroline O’Grady
Runner-up in Legal Procurement Awards 2019 – Process Improvement Award
Winner of World Procurement Awards 2018 - Best New Consultancy Project
Winner Best Independent Financial Management Services 2021 - North East - SME News Legal Awards 2021!
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COG Legal manage legal spend for some of the largest global organisations allowing us to provide unique insights into your spend - Find out how we can help you!