Software vendor
Zuora
Zuora, owned by Silver Lake-affiliated funds since 2025, sells billing, revenue and collections software with Zuora AI agents that propose changes for approval.
Function
- Ownership
- Private equitySourceZuora, Inc. Current Report on Form 8-K filed February 14, 2025 (completion of merger)
Became a wholly owned subsidiary of an entity indirectly controlled by funds affiliated with Silver Lake, in partnership with an affiliate of GIC, on February 14, 2025 (Form 8-K).
- Headquarters
- United StatesSourceSEC EDGAR submissions index for Avalara, Vertex, Zuora and Thomson Reuters
- SEC reporting
- NoSourceSEC EDGAR submissions index for Avalara, Vertex, Zuora and Thomson Reuters
- Audit firm
- No
- Website
- Not stated
- Subprocessor list
- Not stated
- Contract terms
- Not stated
Offering · Platform module
Zuora AI for billing, revenue and collections
Zuora's documentation describes Zuora AI as intelligence built into its quote-to-cash system, made up of agents for billing, revenue and collections that analyze data and take action through natural language. SourceZuora AI (product documentation overview)
An Organization Admin sets each tenant to Off, Read-Only or Supervised, and Zuora says the AI does not bypass permissions, segregation of duties or approval workflows. SourceTenant access to AI (Zuora AI documentation)
In Supervised mode, within the Zuora AI product experience, it proposes changes that run only after a user approves them, with each approved action recorded in the audit trail under that user. SourceSupervised mode for Zuora AI (Zuora AI documentation)
Where it fits
CoE analysis Billing, revenue and collections teams on Zuora, where Supervised mode lets the AI propose write actions for a user to approve. SourceSupervised mode for Zuora AI (Zuora AI documentation)
Write actions through Zuora's MCP server rely on the approval step of the connected third-party AI tool rather than Zuora's own. SourceSupervised mode for Zuora AI (Zuora AI documentation)
What it does
- Offering type
- Platform moduleSourceZuora AI (product documentation overview)
- Workflow areas
- SourceZuora AI (product documentation overview)
- Revenue and billing
- Receivables and collections
- Customer size
- Not stated
AI
- Kind of AI
- SourceZuora AI (product documentation overview)
- Built into the platform
- Agents and automated actions
- Suggests or acts
- Suggests and actsSourcesTenant access to AI (Zuora AI documentation)Supervised mode for Zuora AI (Zuora AI documentation)User Permissions and Roles (Zuora AI documentation)
- Availability
- Not stated
Documentation pages state "Last updated: October 8, 2026" with no availability labels. Tenants set to Read-Only before June 11 were scheduled for upgrade to Supervised mode: sandbox "Tuesday, June 16, 2026", production "Thursday, July 7, 2026" (July 7, 2026 is a Tuesday; recorded as written).
- Models named
- Not stated
Control
- Who controls it
- VendorSourceSupervised mode for Zuora AI (Zuora AI documentation)
Vendor: Zuora upgraded Read-Only tenants to Supervised mode on its own schedule (C-4065). A OneID Organization Admin sets the tenant mode and administrators define Controls; whether that role sits in IT or finance is not stated.
Commercial
- Pricing model
- Not stated
- Public price
- Not stated
Evidence
- Independent outcomes
- None found in the sources read.
- Sources read
- Vendor-stated 7
- Independent market evidence None read
- Independently verified outcomes None read
- Pricing None read
- Known limitations 2
- Coverage
- Directory record
- Last verified
Security and control
- Single sign-on
- Not covered in this record
- User provisioning
- Not covered in this record
- Role-based access
- Not covered in this record
- Administrator controls for AI
- Not covered in this record
- Audit logs
- Not covered in this record
- Certifications
- Not covered in this record
- Data retention
- Not covered in this record
- Data residency
- Not covered in this record
- Training on customer data
- Not covered in this record
AI features
As the vendor or firm describes them. Notes in small print record what the sources leave open.
Chat with Zuora AI
Conversational analysis and supported actions from a side panel or full screen, with runbooks for reusable multistep workflows.
- Kind
- Built into the platform, Agents and automated actions
- Suggests or acts
- Suggests and acts
- Who controls it
- Not stated
- Availability
- Not stated
Control: Tenant mode set by the Organization Admin; whether that role sits in IT or finance is not stated.
SourcesZuora AI (product documentation overview)Tenant access to AI (Zuora AI documentation)Integrated AI summaries
Narrative summaries across Billing, Revenue, accounts, subscriptions, invoices and payments.
- Kind
- Built into the platform
- Suggests or acts
- Suggests
- Who controls it
- Not stated
- Availability
- Not stated
Control: Not stated in the sources read.
SourceZuora AI (product documentation overview)Supervised write actions
In the Zuora AI product experience, proposes data changes that run only after user approval and does not perform write actions automatically; approved actions go to the audit trail under the approving user; each Revenue write action can be enabled or disabled by role.
- Kind
- Agents and automated actions
- Suggests or acts
- Suggests and acts
- Who controls it
- Vendor
- Availability
- Not stated
Control: Zuora moved Read-Only tenants to Supervised on its own schedule; the Organization Admin sets the mode and role privileges gate each Revenue write action, but whether those roles sit in IT or finance is not stated.
SourcesSupervised mode for Zuora AI (Zuora AI documentation)User Permissions and Roles (Zuora AI documentation)Controls
Administrator-defined tenant-level prompts that influence how the AI behaves across the organization.
- Kind
- Built into the platform
- Suggests or acts
- Not stated
- Who controls it
- Not stated
- Availability
- Not stated
Control: Administrators define Controls; whether that role sits in IT or finance is not stated.
SourceZuora AI (product documentation overview)Zuora MCP server
Lets supported outside AI tools, named as Claude Desktop, Cursor and Windsurf, query and act on Zuora data under the same permission model as in-product AI; in Supervised mode, approval of writes is enforced by the third-party tool, not by Zuora. These tools are clients the customer connects, not models behind Zuora AI.
- Kind
- Agents and automated actions
- Suggests or acts
- Suggests and acts
- Who controls it
- Not stated
- Availability
- Not stated
Control: Tenant mode determines read-only or read-write MCP tools; the role that sets it is the Organization Admin, whose function is not stated.
SourcesZuora AI (product documentation overview)Supervised mode for Zuora AI (Zuora AI documentation)
Unclear or conflicting statements
Where the sources are unclear or disagree, both statements are shown with their links.
How to opt out of the move to Supervised mode
Statement A
Tenant access page: see the Supervised mode page for the rollout schedule and how to opt out.
docs.zuora.com/en/zuora-ai/organization-administration-for-zuora-ai/tenant-access-to-ai
Tenant-level AI access (closing sentence)
Statement B
Supervised mode page: gives the phased upgrade schedule for Read-Only tenants and contains no opt-out steps.
docs.zuora.com/en/zuora-ai/organization-administration-for-zuora-ai/tenant-access-to-ai/supervised-mode-for-zuora-ai
whole page (Note: phased upgrade schedule)
A documentary gap rather than two contrary statements: one page points to opt-out instructions the other does not contain.
Production upgrade date: weekday and date disagree
Statement A
Supervised mode page: production tenants upgraded "Thursday, July 7, 2026" (weekday as written).
docs.zuora.com/en/zuora-ai/organization-administration-for-zuora-ai/tenant-access-to-ai/supervised-mode-for-zuora-ai
Note (phased upgrade schedule)
Statement B
Same line: the date July 7, 2026, which falls on a Tuesday; the sandbox date on the line above, "Tuesday, June 16, 2026", is consistent.
docs.zuora.com/en/zuora-ai/organization-administration-for-zuora-ai/tenant-access-to-ai/supervised-mode-for-zuora-ai
Note (phased upgrade schedule)
Quoted as written; which day production tenants were upgraded, and whether the upgrade happened, is not stated in the sources read.
Questions to ask
For this offering
- Was our tenant moved from Read-Only to Supervised mode, when, and how do we return it to Read-Only or Off?
- Which AI write actions are enabled for which roles in our tenant, and how do we review the audit trail of approved AI actions?
- If staff connect third-party AI tools through Zuora MCP, what prevents unapproved write actions, and can we disable MCP write tools while keeping in-product AI?
- Which model providers process our billing and revenue data, and is our data used for training?
- How long are AI interaction logs kept under Zuora's standard log retention policy, and can we export them?
From the diligence question set
- DQ-05 Which AI features are switched on by default, which does an administrator have to enable, and can each be switched off on its own?
- DQ-06 Does each feature suggest or act? Can it create, post, approve or change records, and where is that limit enforced?
- DQ-07 Who can change each feature's configuration, prompts, thresholds, data connections or model: your company, our administrators or individual users? Can we restrict and log those changes?
- DQ-08 What will change in these features through your releases, how much notice will we get, and can we test or defer a change before it reaches our production environment?
- DQ-13 What does the system record for each AI output or action, and can we export and keep those records for as long as we need them?
- DQ-18 Can a feature reach data or take actions beyond the permissions of the user it works for, and how is it protected against instructions hidden in the documents or data it reads?