Claude can draft. Copilot can summarize.
Neither knows which answer your organization has approved. SWIRL 5 does.
SWIRL starts with your verified knowledge and experience, not an AI's best guess.
Claude for Legal has arrived, and it speaks MCP. The stack is clarifying fast: the model orchestrates, MCP connectors retrieve, and the interface itself becomes a commodity. Point Claude for Legal at your systems and it can reach every one of them.
That exposes the one layer no model or connector supplies from the outside: your organization's knowledge authority. Claude for Legal can read every version of a contract; it cannot know which one your firm has ratified. SWIRL is the layer that tells it.
Two things you do every week: draft a new agreement, and review the other side's redline. SWIRL drafts from your own approved precedent, and checks each of the customer's changes against your past deals. The first draft already sounds like your firm, and every edit comes back with the history behind it.
Your precedent, your playbook, your judgment — put in front of the work, not left in a folder.
Which knowledge has your organization actually approved? Four things make that answer reliable, for any AI system.
The official version, out of many. Your team pins the canonical document for a query - the approved clause, the controlling order, the final memo - and every search, and every AI, returns that one. Not the model's best guess.
New in SWIRL 5Ranking tuned for how legal language actually works, where a quoted phrase or a defined term has to match exactly, not approximately. The most relevant authority rises to the top, and every result links back to its source.
New in SWIRL 5Coordinate a matter across every repository from one place. Workspaces and dashboards span Box, iManage, M365, Google Workspace, ServiceNow, and Salesforce - with recent files and topics in view.
New in SWIRL 5SWIRL is the governed knowledge layer beneath your AI. It already feeds Claude for Legal, and will feed Mike OSS once it supports MCP - serving ranked, permissioned, canonical answers on your terms. And because it sends the model one canonical answer, not five copies, the token cost of running AI across a growing matter stays predictable.
New in SWIRL 5For your CIO and technical evaluators: how SWIRL ranks, stays local, and runs with no vector database — read what's under the hood →
One dashboard per matter - your repositories, your permissions, in view.
One search surfaces every copy of a document across the matter - drafts, redlines, the executed original. SWIRL clusters the versions, weighs source authority, naming, and recency, and elects the operative one - and shows its reasoning.
Search finds them all. SWIRL tells you which one governs.
COMPLiQ Vault is a turnkey, on-premises AI appliance for law firms and legal teams. It puts a capable, high-context model to work on your matters without sending a single document, prompt, or model call outside your network. SWIRL Legal is built in, delivering canonical, cited answers across iManage, Box, Microsoft 365 and case law. Everything runs on dedicated hardware you control, with no per-token meter.
Matters, work product, and the model itself run inside your network. Nothing is sent to an outside model or cloud, so confidentiality and privilege are protected by the architecture, not by a promise, and there are no per-token fees.
SWIRL is never locked to one model. Point it at your enterprise Claude, ChatGPT, or Copilot in the cloud, or run the private model suite that ships inside the Vault. You choose per matter, and you can change your mind without re-platforming.
Federated search and RAG across iManage, Box, M365 and case law, in place, with no second copy. Canonical, cited answers your team can stand behind, governed by COMPLiQ.
Full model suite, hardware, security architecture, and regulatory alignment are detailed under the hood, for your CIO and technical evaluators.
Ready to make your AI work from
the right knowledge?
Want to explore SWIRL for legal environments independently? SWIRL Legal Enterprise 4.5 is available in the Azure Marketplace as a VM-based proof of concept. Note that this is the previous generation - it does not include the knowledge authority layer, canonical version finding, or MCP server capabilities described here. SWIRL 5 is available by preview access only.
Azure Marketplace →Be among the first to deploy the knowledge authority layer beneath your AI work surfaces.
Used only to contact you about SWIRL 5 preview access. No spam.