Does DocsOrb read what employees type?

Guardrail evaluations record policy outcomes — which rule fired, which tool, which risk category. The product is built to govern tools and risk, not to capture prompts.

We are in Australia. Should we still look at DocsOrb?

If local data residency and an Australian vendor are the deciding factors, Brolli is the closer default. If you also need a full policy program, EU AI Act-style evidence, or German-language operations, DocsOrb is the broader product.

How do the “acknowledge” features differ?

Brolli’s acknowledge nudge fires when someone visits an unsanctioned AI site and asks what they plan to use it for. DocsOrb acknowledgments are campaigns on a specific policy version, with an e-signature, stored as audit evidence.

DocsOrb vs Brolli AI

Brolli AI is a clear product for Australian organisations: see which AI sites employees visit, classify tools as approved / caution / blocked, and respond with inform, acknowledge, or block — without reading prompts. DocsOrb covers that visibility job, then the rest of the loop Australian-only visibility tools usually skip: authoring and approving the policy itself, training, e-signature acknowledgments, EU-hosted evidence, and guardrails that evaluate use rather than only the hostname. If you are an Australian org that mainly needs usage visibility with local residency, Brolli is a strong local fit. If you need the policy to become an enforceable control in the EU or DACH, that’s DocsOrb.

Policy to enforcementEU-hosted, EN & DEAcknowledgments & training

What each product covers

Capability	DocsOrb	Brolli AI
Primary job	Full loop: policy, inventory, acknowledgments, training, guardrails, evidence	Visibility and control over which AI sites employees visit
Region & residency	Built in Germany, EU-hosted, English and German	Australian-owned, AWS Sydney, Privacy Act 1988 positioning
What is observed	Tool discoveries plus guardrail evaluations (policy outcome, tool, risk category)	AI tool hostname, session duration, timestamp, hashed identity — not prompts
Response model	Published policies linked to browser and MCP guardrails	Per-tool inform / acknowledge / block nudges in the browser
Policy authoring & training	Yes — editor, approvals, versioning, quizzes, certificates	Tool classification and library scoring; not a full policy lifecycle product
Employee acknowledgments	Campaigns on policy versions with e-signature and timestamp	Acknowledge nudges when visiting unsanctioned tools, with a stated purpose
Best for	EU and DACH teams that need policy enforcement and audit evidence	Australian organisations that want local, privacy-careful AI usage visibility

This comparison is based on publicly available information as of August 2026 and is reviewed regularly. All trademarks belong to their respective owners. Spotted something outdated or inaccurate? Contact us and we’ll fix it.

Which one fits your team?

Choose DocsOrb if…

You need the written policy, training, and signatures — not only site-level nudges
Guardrails should evaluate use against policy, including MCP clients, not just hostnames
You operate in the EU or DACH and need German-language rollout and EU hosting
Auditors want policy-version evidence and enforcement events in one trail

Choose Brolli AI if…

You are an Australian organisation and Sydney residency is a hard requirement
You mainly need to see which AI sites people visit and nudge or block them
You want a local vendor framed around the Australian Privacy Act, not the EU AI Act

Frequently asked questions

On visibility into employee AI tools, yes there is overlap. DocsOrb then adds the policy lifecycle Brolli is not built as: authoring, approvals, training, policy-version acknowledgments, and guardrail evaluations tied to those policies.

Visibility is the start. Policy is the control.

DocsOrb takes you from AI usage discovery to enforced policy: inventory, training, acknowledgments, and audit-ready evidence in one product.

DocsOrb

DocsOrb brings the policy, rollout, training, acknowledgment, and evidence work into one system once the manual process becomes too expensive to maintain.

Key features include:

Policy to enforcement

EU-hosted, EN & DE

Acknowledgments & training

More comparisons

All comparisons