The "Neutral Infrastructure for Legal AI"

Deploy Legal AI without Compromising Control.

The neutral infrastructure layer for law firms. Decouple your sensitive data from AI vendors, gain total observability, and transform AI compute from overhead into a billable client asset.

Sits perfectly between your data and your models

iManage NetDocuments OpenAI Harvey AI Anthropic

The Roadblocks

Generative AI is a liability without the right infrastructure.

Law firms are rushing to adopt GenAI, but current deployments introduce severe risks to sovereignty, profitability, and compliance.

Vendor Lock-In & Data Risk

Firms are terrified of uploading privileged client data into proprietary "black box" platforms. You need to own your data and swap underlying LLMs without breaking workflows.

Unbillable Overhead Costs

AI compute is treated as overhead. Because firms cannot track which queries belong to which matter, millions in token costs cannot be passed on as billable disbursements.

Total Lack of Observability

Traditional IT monitoring only tracks uptime. It cannot read the payload to detect AI hallucinations, identify PII leaks in-flight, or catch runaway token loops.

Platform Architecture

The Neutral Infrastructure Layer for Legal.

Trigger Labs sits perfectly between your Document Management Systems (iManage, NetDocuments) and external AI models (Harvey, OpenAI). We intercept, secure, and monitor every interaction.

Secure Data Vault

Decouple firm data from AI vendors. Keep your custom workflows intact while seamlessly swapping the underlying LLMs as technology evolves.

Observability Engine

Deep packet inspection for LLMs. Monitor behavioral telemetry, detect hallucinations, and flag anomalies before they reach your attorneys or clients.

Law Firm DMS (iManage / NetDocuments)

Trigger Labs Infrastructure

PII Redaction Token Accounting Telemetry
OpenAI
Harvey AI

The Value Proposition

Turn AI Overhead into a Billable Asset

By intercepting every prompt and completion, Trigger Labs mathematically guarantees compliance and cost recovery.

1

Intercept

Securely capture every prompt leaving the firm and every completion returning from the LLM.

2

Redact

Automatically identify and sanitize Personally Identifiable Information (PII) in-flight.

3

Tally

Mathematically count exact token usage and associate it directly with specific Client Matter numbers.

4

Bill

Export granular reports to your billing system, passing AI costs as standard disbursements (like Westlaw).

Ready to regain control of your AI strategy?

Stop guessing about data security and start billing for your compute. Deploy Trigger Labs alongside your current tech stack in less than 48 hours.