Enterprise
Governed AI workflows for enterprises that
can't afford to get it wrong.
Connect your content systems, run AI workflows with full observability, and produce compliance evidence automatically.
Where ThetaZero wins
Integration depth
Google Drive, SharePoint, S3 — permission-aware. Your data stays where it lives.
Full observability
Traces, run replay, failure analysis, and evals — wired directly into compliance artifacts.
Continuous governance
AI Inventory, policy enforcement, drift detection, human review queues. Always on.
Lane 1 — Integration Depth
Reach your data
where it lives.
where it lives.
Google Drive, SharePoint, S3 — connected with permission-aware access. Your AI workflows read only what the user can read. No copies, no migrations.
"We don't make you move data to us."
✓
Google Drive — document retrieval with folder-level permissions
✓
SharePoint / OneDrive — site and library access, respects Azure AD roles
✓
Amazon S3 — bucket + prefix scoping, IAM-aware
✓
Permission-aware access — workflows inherit user entitlements, not admin keys
Connected sources
Google Drive
permission-aware
Live
SharePoint
Azure AD roles
Live
Amazon S3
IAM-scoped
Live
Confluence
space-level
Q3 2026
Slack / Teams
channel-scoped
Q3 2026
Lane 2 — Engineering Trust
See everything
that happens.
that happens.
Traces, run replay, failure analysis, evals. Every model call, tool use, and decision — logged, searchable, replayable. Engineering-grade observability that feeds directly into compliance artifacts.
"Observability that feeds compliance, not just debugging."
✓
Full execution traces — every step, input, output, latency
✓
Run replay — reproduce any execution exactly for debugging or audit
✓
Failure analysis — root cause surfaced automatically from trace data
✓
Evals pipeline — measure output quality over time, detect regressions
✓
Compliance artifact generation — traces automatically cited in evidence packages
Live execution traces
Contract review · run_42a1
1,240ms
eval ✓
KYC doc check · run_38f9
3,810ms
replay
Summarize policy · run_37c2
timeout
flagged
Data classification · run_41d8
872ms
eval ✓
Risk scoring · run_40e5
1,093ms
eval ✓
→ 3 of 5 traces cited in SOC 2 evidence pack
Lane 3 — Continuous Governance
Govern continuously,
not after the fact.
not after the fact.
AI Inventory, policy enforcement, drift detection, human review queues. Your governance posture is always current — not assembled the night before an audit.
"Governance where work actually happens, not a separate control plane."
✓
AI Inventory — every model, workflow, and agent automatically registered
✓
Policy enforcement — guardrails defined in code, enforced at runtime
✓
Drift detection — alert when model behavior deviates from baseline
✓
Human review queues — flag outputs for approval before they reach downstream systems
Governance dashboard
AI Inventory
Active
14 workflows registered · 3 high-risk · 1 pending review
Policy Enforcement
Active
8 policies enforced · 2 violations blocked today
Drift Detection
1 Alert
contract-review model · output distribution shift detected
Human Review Queue
Active
3 items pending · avg review time 4m
Evidence & Compliance
Compliance evidence,
generated automatically.
generated automatically.
Every execution is evidence. ThetaZero maps your workflow traces to the frameworks your auditors actually ask for.
SOC 2
SOC 2 Type II
Automated evidence for availability, confidentiality, and processing integrity controls. Every workflow trace cited against CC6, CC7, and A1 criteria.
EU AI Act
EU AI Act
Article 13 transparency logs, human oversight records, and conformity documentation. Enforcement deadline: August 2, 2026.
GDPR
GDPR
Data processing records, access logs, and DPIA support for AI workflows touching personal data. Automated data residency enforcement.
HIPAA
HIPAA
PHI access audit trail, minimum-necessary enforcement at the workflow level, and BAA-ready deployment configurations.
Admin & Security
Built for enterprise
security teams.
security teams.
RBAC & Team Management
Role-based access control with fine-grained permissions. Assign workflow access, connector credentials, and evidence export rights by team.
Immutable Audit Logs
Every administrative action — permission change, workflow edit, connector credential rotation — logged with actor, timestamp, and before/after state.
Scoped API Keys
Issue keys scoped to specific workflows, connectors, or read-only access. Rotate without downtime. Rate limiting enforced per key.
Encryption at Rest & in Transit
AES-256 at rest. TLS 1.3 in transit. OAuth tokens encrypted and never logged in plaintext. Connector credentials isolated in hardware-backed secrets store.
Data Residency
Choose your data region. EU-only deployment available for GDPR-constrained organizations. Processing stays inside your selected boundary.
SSO / SAML
Enterprise SSO via SAML 2.0. Enforce login through your identity provider, inherit existing user lifecycle management.
Coming Q3 2026
How We Compare
Three lanes.
One platform.
One platform.
The alternatives each own one lane. ThetaZero wins in the overlap — where integration depth, observability, and governance have to work together.
| Capability | ThetaZero | Content search platforms | Workflow observability tools | AI governance products |
|---|---|---|---|---|
| Permission-aware data connectors | ✓ Yes | ✓ Yes | — No | — No |
| Full execution traces | ✓ Yes | — No | ✓ Yes | ~ Partial |
| Run replay & failure analysis | ✓ Yes | — No | ✓ Yes | — No |
| Compliance evidence generation | ✓ Yes | — No | — No | ~ Manual |
| AI Inventory & policy enforcement | ✓ Yes | — No | ~ Partial | ✓ Yes |
| Human review queues | ✓ Yes | — No | — No | ~ Limited |
| SOC 2 / GDPR / HIPAA / EU AI Act | ✓ All four | — No | ~ SOC 2 only | ~ Varies |
| Governance runs where work happens | ✓ Yes | — No | — No | Separate control plane |
Get Started
Ready to govern your
AI workflows?
AI workflows?
Talk to the team about your use case, or start free and see how ThetaZero handles your data.
Your first 5 executions are on us. No card required.
Book a demo
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