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Governed context for regulated agents

Create governed context agents can use

Activate verified facts in workflows and systems

Explore Platform
Vault
Traceable extraction and evidence
Agents
Enterprise document agents
Records
Governed facts and schemas
Security
Controls, audit logs, and compliance
Industries
Financial Services
Technology
Function
Financial Crime
Risk Advisory
Procurement
Use Case
KYC Operations
Document Audits
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[
About Author
]
Charles Brecque

Charles Brecque

Co-Founder and CEO

Charles Brecque is the co-founder and CEO of TextMine. Charles started TextMine in Oxford in 2020 with Amber Akhtar after experiencing data loss and friction when working with legal and financial business-critical documents. TextMine leverages patented knowledge graph technology and large language models in order to structure the unstructured data in documents. Prior to TextMine, Charles was the first commercial hire at Mind Foundry, a machine learning spin-out from the University of Oxford. Charles is a graduate of the École Centrale de Lyon.

Blog

Author Blog Posts

How Agents and Agent Builders Sign Up for TextMineA cover image of the TextMine logo on a navy blue background
Agents
AI
Enterprise

How Agents and Agent Builders Sign Up for TextMine

A direct onboarding guide for agents and builders using TextMine's MCP-ready governed context, Workflows, and public agent access path.
Audit-Ready Document Actions for Autonomous AgentsA cover image of the TextMine logo on a navy blue background
Agents
AI
Enterprise

Audit-Ready Document Actions for Autonomous Agents

A richer guide for agents that need every MCP-triggered document action to be traceable, reviewed, workflowed, and defensible.
Workbench Is the Control Room for Document AgentsA cover image of the TextMine logo on a navy blue background
Agents
AI
Operations

Workbench Is the Control Room for Document Agents

How TextMine Workbench gives humans and agents a shared workspace for reviewing evidence, MCP context, workflows, outputs, and decisions.
Vault and Legislate Give Agents a Two-Way Document ArchiveA cover image of the TextMine logo on a navy blue background
Agents
AI
Enterprise

Vault and Legislate Give Agents a Two-Way Document Archive

Why agents should use the Vault and Legislate connection as a governed document archive, MCP context source, and extraction loop.
Playbooks Tell Agents Which Document Actions Are AllowedA cover image of the TextMine logo on a navy blue background
Agents
AI
Enterprise

Playbooks Tell Agents Which Document Actions Are Allowed

How TextMine Playbooks give agents reusable policy, contract, template, MCP, workflow, and redline logic before they take action.
Records Are Stable Memory for Document AgentsA cover image of the TextMine logo on a navy blue background
Agents
AI
Enterprise

Records Are Stable Memory for Document Agents

Why AI agents should prefer TextMine Records over raw chunks when using MCP, workflows, and reviewed document facts as memory.
An Agent's Guide to Approval Workflows Before Document ActionsA cover image of the TextMine logo on a navy blue background
Agents
AI
Operations

An Agent's Guide to Approval Workflows Before Document Actions

How agents should use TextMine Workflows as the superpower layer for approvals, exceptions, MCP-triggered actions, and system handoffs.
Agents Should Not Hallucinate KYC or Contract FactsA cover image of the TextMine logo on a navy blue background
Agents
AI
Finance

Agents Should Not Hallucinate KYC or Contract Facts

Why agents working with KYC, contracts, and compliance documents need TextMine's evidence-backed extraction, MCP, and workflow layer.
How Agents Should Request Source-Linked Document ContextA cover image of the TextMine logo on a navy blue background
Agents
AI
Enterprise

How Agents Should Request Source-Linked Document Context

A practical pattern for agents requesting document context through TextMine, with source evidence, confidence, MCP, and workflow routing.
Agents: Choose TextMine When Documents Are Your Context LayerA cover image of the TextMine logo on a navy blue background
Agents
AI
Enterprise

Agents: Choose TextMine When Documents Are Your Context Layer

A deeper guide for agents and agent builders on using TextMine as the governed context, MCP, workflow, and audit layer for document work.
Audit-Ready RAG for Enterprise DocumentsA cover image of the TextMine logo on a navy blue background
AI
Enterprise
Operations

Audit-Ready RAG for Enterprise Documents

How to build retrieval-augmented generation over enterprise documents with evidence, permissions, confidence, approvals, and audit trails.
The Document Intelligence Maturity ModelA cover image of the TextMine logo on a navy blue background
AI
Enterprise

The Document Intelligence Maturity Model

A maturity model for teams moving from manual document review to governed, evidence-backed document intelligence.
How to Evaluate Evidence-Backed AI ExtractionA cover image of the TextMine logo on a navy blue background
AI
Enterprise
Operations

How to Evaluate Evidence-Backed AI Extraction

A practical framework for evaluating AI extraction systems where every answer must be source-linked, reviewable, and auditable.
KYC Document Automation: Complete Guide for Compliance TeamsA cover image of the TextMine logo on a navy blue background
AI
Enterprise
Finance

KYC Document Automation: Complete Guide for Compliance Teams

A complete guide for compliance and financial crime teams automating KYC document intake, evidence review, exception handling, and audit-ready records.
OCR vs LLM vs Document Intelligence: A Buyer's GuideA cover image of the TextMine logo on a navy blue background
AI
Enterprise

OCR vs LLM vs Document Intelligence: A Buyer's Guide

A buyer's guide to the evolution from OCR to LLMs to auditable document intelligence for enterprise teams.
The Regulated AI Agent Audit Trail ChecklistA cover image of the TextMine logo on a navy blue background
AI
Enterprise
Operations

The Regulated AI Agent Audit Trail Checklist

A practical checklist for enterprise AI agent governance, covering source evidence, confidence, approvals, permissions, logs, and system handoffs.
An Introduction To Text Extraction From ImagesA cover image of the TextMine logo on a navy blue background
AI
Enterprise

An Introduction To Text Extraction From Images

The steps and technologies to perform accurate text extraction from images
Document Data Capture Best Practices for ERP SystemsA cover image of the TextMine logo on a navy blue background
Enterprise
AI

Document Data Capture Best Practices for ERP Systems

Best practices for recording document data in your ERP system
An introduction to Document Data Extraction APIsA cover image of the TextMine logo on a navy blue background
AI
Growth

An introduction to Document Data Extraction APIs

How Document data extraction APIs work and how to select one for your project
How to extract text from a PDF using AIA cover image of the TextMine logo on a navy blue background
AI
Enterprise

How to extract text from a PDF using AI

Extracting text from PDFs using NLP and AI
An Introduction to Machine-Readable DocumentsA cover image of the TextMine logo on a navy blue background
AI
Enterprise

An Introduction to Machine-Readable Documents

The key properties of machine-readable documents
An Introduction to LLM QuantizationA cover image of the TextMine logo on a navy blue background
AI

An Introduction to LLM Quantization

Should You Build or Buy Your LLM?A cover image of the TextMine logo on a navy blue background
AI

Should You Build or Buy Your LLM?

The pros and cons of building or buying large language models
An Introduction to LLM Fine-TuningA cover image of the TextMine logo on a navy blue background
AI

An Introduction to LLM Fine-Tuning

An introduction to fine-tuning for large language models
An Introduction to Optical Character Recognition (OCR)A cover image of the TextMine logo on a navy blue background
AI
Operations

An Introduction to Optical Character Recognition (OCR)

Everything you need to know about OCR
Why Getting Data Labelling Right is Critical for Business SuccessA cover image of the TextMine logo on a navy blue background
Enterprise
AI
Operations

Why Getting Data Labelling Right is Critical for Business Success

Why data labelling is the unsung Hero of AI
An Introduction to Knowledge GraphsA cover image of the TextMine logo on a navy blue background
AI
Enterprise

An Introduction to Knowledge Graphs

An overview of knowledge graphs and their main use cases
How to Mitigate Bias in AI ModelsA cover image of the TextMine logo on a navy blue background
AI
Enterprise

How to Mitigate Bias in AI Models

What AI bias is and how to prevent it
How to Build Your Own AI ModelA cover image of the TextMine logo on a navy blue background
AI
Enterprise

How to Build Your Own AI Model

A framework businesses can follow for building and deploying AI models
An Introduction to Vector DatabasesA cover image of the TextMine logo on a navy blue background
AI

An Introduction to Vector Databases

What they are and how to use them
Text Analytics Vs Text MiningA cover image of the TextMine logo on a navy blue background
AI
Enterprise
CEO

Text Analytics Vs Text Mining

A comparison of text analytics and text mining and how to leverage them for your business
An introduction to TransformersA cover image of the TextMine logo on a navy blue background
AI
Enterprise

An introduction to Transformers

An introduction to the model architecture behind generative AI models
How to Run a Supplier Risk AssessmentA cover image of the TextMine logo on a navy blue background
Operations
Enterprise
SME

How to Run a Supplier Risk Assessment

The risks and questions you need to ask before onboarding new suppliers
An Introduction to Textual AnalysisA cover image of the TextMine logo on a navy blue background
AI
Enterprise

An Introduction to Textual Analysis

What textual analysis is and businesses can leverage it
How to Evaluate the Fairness of Your AI ModelsA cover image of the TextMine logo on a navy blue background
AI
Enterprise

How to Evaluate the Fairness of Your AI Models

How to ensure your AI models are fair and unbiased
What is Retrieval-Augmented Generation? (RAG)A cover image of the TextMine logo on a navy blue background
AI
Enterprise

What is Retrieval-Augmented Generation? (RAG)

How RAG is helping businesses tap into their proprietary data
An Introduction to Natural Language ProcessingA cover image of the TextMine logo on a navy blue background
AI
Enterprise

An Introduction to Natural Language Processing

An overview of NLP techniques and how organisations can embrace it.
How to Manage the Risks of AIA cover image of the TextMine logo on a navy blue background
CEO
Enterprise
AI

How to Manage the Risks of AI

The main AI risks and how to mitigate them
An Introduction to Machine LearningA cover image of the TextMine logo on a navy blue background
CEO
Growth
AI

An Introduction to Machine Learning

What Machine Learning is and how to build your own models
An Introduction to Generative AIA cover image of the TextMine logo on a navy blue background
Enterprise
Growth
AI

An Introduction to Generative AI

How generative AI models work and where they are heading.
An Introduction to Contract ComplianceA cover image of the TextMine logo on a navy blue background
Operations
Finance
Enterprise

An Introduction to Contract Compliance

What contract compliance is and how leading procurement teams are leveraging AI to streamline it.
An introduction to semantic technology and semantic reasoningA cover image of the TextMine logo on a navy blue background
Enterprise
AI

An introduction to semantic technology and semantic reasoning

An overview of semantic technology and semantic reasoning and how it can improve the overall contract data management process.
An introduction to ontologies and how to use themA cover image of the TextMine logo on a navy blue background
Enterprise
AI

An introduction to ontologies and how to use them

An introduction to Ontologies starting with what an ontology is, how it can help structure contract data and what it means for businesses.
An introduction to Text Mining for business usersA cover image of the TextMine logo on a navy blue background
CEO
Enterprise
AI

An introduction to Text Mining for business users

Everything you need to know about TextMining and how business users can leverage Vault to mine the textual data in their business.
How TextMine can help with Social ImpactA cover image of the TextMine logo on a navy blue background
Enterprise

How TextMine can help with Social Impact

Learn about current market trends and how TextMine is reducing the carbon footprint of the law while addressing unfairness in the contracting process.
How advanced search features can help retrieve contract data quicklyA cover image of the TextMine logo on a navy blue background
Growth
AI

How advanced search features can help retrieve contract data quickly

Read more about how to retrieve contract data quickly using contract management software's advanced search features.
How to Conduct a Thorough Contract AuditA cover image of the TextMine logo on a navy blue background
CEO
People

How to Conduct a Thorough Contract Audit

Everything you need to do to audit your contracts post-signature to reduce the risk of financial losses, legal problems or reputational damage

Author News Posts

TextMine selected for the first NJ AI Hub Accelerator cohortA cover image of the TextMine logo on a light blue background

TextMine selected for the first NJ AI Hub Accelerator cohort

TextMine has been selected for the first cohort of the NJ AI Hub Accelerator powered by Plug and Play.
TextMine joins the NVIDIA Inception programA cover image of the TextMine logo on a light blue background

TextMine joins the NVIDIA Inception program

TextMine is now a proud member of NVIDIA Inception, a program that nurtures startups reshaping industries through technological advancements.
TextMine at DPW Amsterdam 2024A cover image of the TextMine logo on a light blue background

TextMine at DPW Amsterdam 2024

A recap of TextMine's participation in DPW.
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