Knowledge Graphs for Legal Documents

Creating and negotiating legal documents and contracts usually requires legal expertise which can be prohibitively expensive for small businesses and unlawyered individuals. Accessing what’s in a contract and knowing which contracts have been signed is complicated because of the traditional text/pdf structure of documents. Legislate is helping bring structure to documents thanks to knowledge graph technology. Legislate is also improving the visual representation of contracts with knowledge graphs to allow non-lawyers to better understand their rights and obligations as well as other implicit information which can be derived from contract data using reasoning.||||Legislate uses knowledge graphs to model contracts and legal expertise as rules to empower non-lawyers to create lawyer-approved contracts by themselves. Using a knowledge graph to model contracts unlocks additional benefits for managing documents at any point in their lifecycle. By knowing exactly what terms are in a contract and where they are, Legislate contracts are highly searchable, know how they connect with each other and can aggregate statistics which would otherwise need to be manually extracted and calculated in a legacy spreadsheet. Legislate’s knowledge graph contract metrics give deeper insight into a portfolio of a landlord or a small business owner. For example a property owner can see how much rent they are earning each year from all their properties as well as the distribution for their properties and corresponding rental prices. Employers can better understand their real time payroll across employees, interns and consultants.||||Legislate is used by small businesses, landlords, letting agents and individuals who can’t justify the cost of using a lawyer to create and negotiate contracts. Small businesses use Legislate to create and manage employment documents and non-disclosure agreements. Property businesses use Legislate to create and manage tenancy related documents. Legislate helps businesses unlock unique insights whilst saving both time and money.||||||Personal Background:||||Vaishali Raghvani||Knowledge Engineer at Legislate.||With a strong background in Maths, Vaishali deals with Legislate’s knowledge graphs first hand. Her first encounter with Knowledge Graphs and semantic technology was through Legislate and she has really enjoyed learning how to maximise their potential. As a Knowledge Engineer, Vaishali is responsible for driving Legislate’s knowledge graph capability and finding new opportunities for using them for legal documents within the platform. She has spoken at previous conferences where knowledge graphs have been a focus such as Connected Data World 2021 and The Knowledge Graph Conference 2022.||

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