Glean for Regulated Industries: Enterprise AI Search with Full Compliance

Every conversation we have with a financial services, healthcare, or government organisation about AI eventually arrives at the same question:

"How do we get the productivity benefits of AI without creating a compliance nightmare?"

It's the right question. And for too long, the answer has been: "You don't. AI is too risky for regulated environments."

That answer is increasingly wrong. The risk isn't AI itself — it's AI deployed without proper controls. And that distinction is what makes platforms like Glean particularly relevant for regulated industries.

The compliance concerns are real

Let's acknowledge the genuine concerns, because they're not paranoia:

• Data leakage: AI tools that send data to external servers for processing create exposure. If an employee pastes client financial data into ChatGPT, that data has left your control.
• Permission violations: AI that surfaces information without respecting access controls can expose restricted data to unauthorised users.
• Audit trail gaps: Regulators expect organisations to demonstrate who accessed what and when. Most AI tools don't maintain this.
• Data residency: Australian financial services regulations and the Privacy Act 1988 have specific requirements about where data is stored and processed.

These are real issues. And they're why many regulated organisations have either banned AI tools outright or created such restrictive policies that the tools are effectively unusable.

Neither approach is sustainable. The productivity gap between organisations using AI and those not using it is widening. Regulated industries can't afford to sit on the sidelines indefinitely.

How Glean addresses compliance

Permission inheritance

This is the foundation of Glean's security model. When Glean connects to your systems — SharePoint, Salesforce, Confluence, Google Workspace — it inherits the existing permissions from each system. If a document is restricted to the legal team in SharePoint, it's restricted to the legal team in Glean. No exceptions. No configuration required.

This means the permission model your compliance team has already approved continues to apply. Glean doesn't create a new attack surface — it respects the one you've already built.

SOC 2 Type II compliance

Glean maintains SOC 2 Type II certification, which means its security controls have been independently audited over an extended period. For Australian financial services organisations subject to APRA CPS 234, this provides documented evidence of the vendor's information security capability.

Data processing controls

Glean processes queries within its secure infrastructure. Your data doesn't get sent to OpenAI, Anthropic, or Google for processing without your explicit configuration and consent. You control which LLM processes your data and under what terms.

Audit logging

Every search, every query, every agent interaction is logged. Who searched for what, when, and what results were returned. This audit trail meets the expectations of regulators who need to verify that information access is appropriate and traceable.

Enterprise deployment options

For organisations with strict data residency requirements, Glean offers deployment options that keep data within specific geographic boundaries. This is relevant for Australian organisations subject to the Notifiable Data Breaches scheme and cross-border data transfer restrictions.

Industry-specific applications

Financial services

Banks, insurers, and wealth management firms deal with massive volumes of regulatory documents, client files, and internal policies. Glean enables:

• Instant search across compliance documentation, policy manuals, and regulatory updates
• AI agents that check client communications against regulatory requirements
• Secure knowledge sharing between teams without compromising Chinese wall arrangements

Healthcare

Healthcare organisations manage clinical documentation, research data, and administrative records under strict privacy requirements. Glean provides:

• Unified search across clinical and administrative systems
• Permission-aware access that respects patient data classifications
• Knowledge agents that surface clinical guidelines and best practices

Government

Government agencies manage sensitive information across multiple security classifications. Glean supports:

• Classification-aware search that respects information security markings
• Cross-agency knowledge sharing within appropriate boundaries
• Citizen service agents that draw from approved public-facing information

The conversation is changing

Twelve months ago, most regulated organisations were asking "should we use AI?" Today they're asking "how do we use AI safely?" That shift represents an enormous opportunity for organisations willing to move thoughtfully.

The key word is thoughtfully. Not recklessly. Not by handing everyone a ChatGPT login and hoping for the best. But by implementing enterprise-grade AI platforms that were built with compliance in mind from the start.

JOURN3Y implements Glean for regulated organisations across Australia and New Zealand. We understand the compliance landscape, and we work with your security and compliance teams to ensure the implementation meets your specific requirements.

Want to explore enterprise AI search for your regulated organisation? Talk to the JOURN3Y team.