The problem: documentation that never gets updated
In most law firms, client documentation lives in scattered folders: PDFs, emails, Word documents and case files that nobody has reviewed since the last matter. A firm with 50 active clients can easily have over 2,000 documents without a unified structure or systematic update process.
The consequence is twofold: loss of context when a lawyer inherits a case from a colleague, and wasted time searching for information that should already be organised.
What is agentic document management
Agentic document management goes beyond a traditional document management system. Instead of merely storing and tagging, an AI agent:
- Automatically classifies incoming documents by type, priority and practice area.
- Generates executive summaries of contracts, pleadings and rulings so any team member can understand a case file in minutes.
- Updates case files as new documents are added: parties, dates, deadlines, judgements and key documents are reflected without manual intervention.
- Connects documents across cases: if a client has both a commercial and an employment matter, the agent identifies links and flags them.
How it works in practice
A firm configures the agent with its own Markdown skills: classification criteria, report templates and internal workflows. When a new document arrives — for example, a court summons — the agent:
- Reads it and extracts relevant data (date, opposing party, court, subject matter).
- Classifies it according to the firm's categories.
- Updates the corresponding client file.
- Generates a brief report sent to the responsible lawyer via WhatsApp, Telegram or email.
- Schedules reminders for deadlines and appearances.
Agentic support for other firm processes
The real value of agentic document management is not just organising documents, but having those updated documents fuel other processes:
- Billing: by knowing the actual workload in each matter, the agent can generate timesheets or alert about deviations.
- Intake: when an intake agent receives a new enquiry, it can verify whether the client has a prior case and contextualise the conversation.
- Legal drafting: an agent drafting a pleading accesses complete case documentation without the lawyer having to search manually.
- Marketing: agents can convert case law or regulatory updates affecting active clients into personalised communications.
Confidentiality and control
Legal document management demands privacy standards that not all services meet. With Tuyo:
- Documents are stored exclusively per client, with no shared storage between firms.
- Encryption operates in transit and at rest.
- In the on-premise mode, all documentation resides on the firm's own workstation server, with controlled physical access.
- The agent complies with GDPR, with the ability to handle data access, rectification and deletion requests.
How to get started
The first step is auditing existing firm documentation: what formats are used, where documents are stored and what update processes (if any) are active. From there, the agent can:
- Import and organise existing documents.
- Generate client files for each matter.
- Activate automatic classification for new documents.
- Connect document management with other firm processes (intake, production, billing).
All without changing how the firm works: the agent adapts to your processes, not the other way around.
Frequently asked questions
Does the agent replace our existing document management system?
It doesn't replace it: it integrates with it. The agent can read documents from your current system, classify them, summarise them and send updates. It's an intelligent layer on top of your existing system.
What types of documents can it process?
PDFs, Word documents, scanned images (with OCR), emails and web documents. The agent extracts text, structures the information and turns it into actionable data.
How long does it take to organise a complete firm?
It depends on the volume. A firm with 50 clients and scattered documentation can have its cases organised and files generated in one week of joint work between the team and the agent.