Pleadings Drafting Agent

The Pleadings Drafting Agent prepares first drafts of letters of demand, particulars of claim, notices and founding affidavits from the facts of the matter and your precedents. It structures each document in line with the Uniform Rules of Court, Magistrates' Courts Rules and the practice directives of the relevant division, giving the attorney a strong draft to refine.

Ideal forLitigation attorneys

The difference

From 3-6 hours per pleading to 45-75 minutes

Attorneys issue process sooner and spend their time on legal strategy and the strength of the case.

Done by hand

3-6 hours per pleading

With the Vanine agent

45-75 minutes

Time returned to your team

80%

Indicative figures. We measure your own baseline in the first fortnight so the numbers you see are yours.

A faster start on every matter

Drafting process from scratch takes hours. The agent turns the facts and documents into a structured first draft so your attorneys begin at the refining stage.

Rules-compliant structure

Pleadings must set out material facts clearly in numbered paragraphs, and affidavits must contain the evidence on which the application stands. The agent follows these requirements from the start.

Your precedents, your style

Drafts are built from your own precedents and house style, so they read like your firm's work and reflect your preferred formulations.

Capabilities

Well-structured first drafts of pleadings and affidavits, built on your precedents.

Built for litigation attorneys, candidate attorneys, advocates and in-house dispute teams drafting process for the High Court and Magistrates' Courts in South Africa.

Letters of demand

Drafts letters of demand setting out the claim, amount, basis and deadline, ready for the attorney's review and signature.

Particulars of claim

Structures particulars of claim with the parties, jurisdiction, material facts, cause of action and prayers, and annexes the key documents.

Founding affidavits and notices of motion

Drafts founding affidavits that set out the facts and evidence in logical order, with a matching notice of motion and annexure references.

Notices and procedural documents

Prepares routine notices under the Uniform Rules and Magistrates' Courts Rules from your precedent set.

Division-specific requirements

Applies the practice directives of the relevant division, including formatting and filing requirements for Court Online or CaseLines.

Fact and annexure cross-checks

Checks that every factual allegation is supported by an annexure or the chronology, and flags gaps for the attorney to address.

How it works

From your systems to a result you sign off

The attorney settles and signs the pleading, the deponent signs affidavits before a commissioner of oaths, and the attorney issues or files at court.

SharePointOutlookTeamsExcelWord
Any system you use
Connects

Connect the places your matter files already live.

The matter file, chronology and key documents from your document management system, and your precedent bank. Already use something else? We connect that too.

  • OpenAI Frontier
  • Your own AI platform or models
  • Microsoft 365 (Teams, SharePoint, Outlook, Excel)
  • Microsoft Word (house style templates)
  • Copilot Studio
  • iManage and NetDocuments
  • LegalSuite and GhostPractice
  • Court Online and CaseLines
Works in

Runs in Word, Teams or OpenAI Frontier on request, using the models your organisation approves.

Letters of demand
Particulars of claim
Founding affidavits and notices of motion
Notices and procedural documents
Division-specific requirements
Fact and annexure cross-checks
Delivers to

A first draft in Word in your house style, with annexure references and a list of gaps, saved to the matter file.

Step by step

  1. 01

    The attorney selects the document type and shares the matter facts.

  2. 02

    The agent selects the right precedent and applicable rules.

  3. 03

    It drafts the document with annexure references in your house style.

  4. 04

    It flags unsupported allegations and missing information.

  5. 05

    The attorney settles the draft, and it is signed and issued or filed.

Deployment

Runs inside the tools your team already uses

The same agent and the same cited output, delivered three ways: through the AI assistant you have rolled out, on a model you host yourself, or inside your own software.

Model Context Protocol

In the frontier assistant you already pay for

We publish the agent as an MCP server. Add it as a connector and your team calls it from the chat they use every day, with no new tool to learn.

Adopting frontier AI across your teams
Called from ClaudeMCP connected

"Pull the facts and relief sought"

Toolpleadings_drafting.read_instructions
court
Gauteng Division, Johannesburg
claim
Breach of supply agreement
Returned12 facts extractedEvery finding linked to its source document
Self-hosted

On a model you host yourself

Run the agent on open-weight models in your data centre or private cloud. Your matter files never leave your network, which keeps POPIA and data residency straightforward.

  • Llama
  • Mistral
  • Ollama
  • or any OpenAI-compatible endpoint
Sovereign AI on your infrastructure
Bespoke systems

Inside your own software

Trigger a run from your own workflows, and push the finished output into your ERP, GRC or reporting systems. We build the integration with your team.

  • REST API
  • Webhooks
  • Batch jobs
  • Embeddable review panel
Custom integrations from our software factory
Governance

Governed the same way, every route

Whichever way your team reaches the agent, identity, permissions and audit stay with your existing controls.

  • Single sign-on through Entra ID, Okta or Google Workspace
  • Reads only the documents each user is already allowed to open
  • Every tool call written to an audit log you can export
How your data is handled

DATA SECURITY & PRIVACY

Your matter files stay yours.

The agent runs inside your tenancy, reads only what each task needs, and never trains on your matter files. Every step is logged so your auditors can see exactly what it touched.

Built for regulated work.

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WHAT THE AGENT KEEPSONLY THE OUTPUTENCRYPTED AT REST0 BIT AES0% DELETABLE0 TRAINING RUNS

YOUR MATTER FILES NEVER LEAVE YOUR ENVIRONMENT

Precision AI for Institutional Workflows

Build once.Deploy across teams.Improve over time.