Wordsmith

Wordsmith AI is an AI-powered legal-tech platform empowering in-house legal teams with configurable AI agents to automate contract review, compliance workflows, and internal legal queries.

2.0
Updated 11/30/2025
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What is Wordsmith? 

  • Founders: Ross McNairn, Volodymyr Giginiak & Robbie Falkenthal
  • Launch: 2023, Edinburgh, Scotland
  • Use Cases: Contract review, compliance risk detection, internal legal queries, procurement and HR-legal support, automation of repetitive legal tasks
  • Technology: Large Language Models (GPT-4, Claude), Retrieval-Augmented Generation (RAG), private data instances, agent orchestration, dashboards, and document integrations

Wordsmith AI is an AI-powered legal enablement platform designed to include automation and efficiency in corporate legal functions. The company was founded in 2023 by Ross McNairn, Volodymyr Giginiak, and Robbie Falkenthal and is aiming to solve the ongoing issues of slow, manual processes in legal teams with configurable AI agents able to operate in total autonomy and total oversight. Legal teams can connect their internal documents and policies to train intelligent agents to review contracts, provide answers to legal questions, flag compliance risks, and generate reporting. These agents help the legal team by letting non-legal staff in areas like sales, procurement, and HR manage simple tasks automatically, so lawyers can concentrate on more complicated issues with some help from a lawyer's review.

Wordsmith AI uses advanced language models like GPT-4 and Claude, along with RAG techniques, to provide relevant answers while keeping data private to protect sensitive information. Wordsmith also deploys dashboards and reporting functionality to monitor workload, performance, and risk. With a valuation of over $100m in less than a year, Wordsmith AI continues to grow, expanding beyond Scotland into major cities such as London and New York.

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Frequently Asked Questions

It uses Retrieval-Augmented Generation with company data and includes lawyer-in-the-loop oversight for complex or high-risk matters.

Yes, non-legal teams can handle simpler issues in autopilot mode, while legal teams stay engaged in reviewing sensitive or critical cases.

Absolutely. Wordsmith ensures private instances, does not train on client data, and integrates securely with internal document systems.

It connects seamlessly with document sources and contract lifecycle platforms, enabling smooth workflows across procurement, HR, compliance, and sales functions.

Ross McNairn is a lawyer turned software engineer, while Robbie Falkenthal and Volodymyr Giginiak bring strong product and engineering expertise from leading tech companies.
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