ATTOVA · AI RELIABILITY AUDIT · 2026-07-25

Reliability Score

86.4 / 100
System: demo RAG system · golden set 'northwind-demo-v0' · k=5

Retrieval quality

Context Precision@k
0.22
Context Recall@k
1.00
MRR
0.85
nDCG@k
0.89
QIDQuestionP@kR@kRRnDCG
q01How much does the Growth plan cost per month?0.201.000.500.63
q02What encryption is used for data at rest?0.201.001.001.00
q03How long are audit logs kept?0.201.001.001.00
q04How many days of PTO can staff take each year?0.201.000.500.63
q05What is the API rate limit on the Growth plan?0.201.001.001.00
q06Which identity providers are supported for single sign-on, and which plan includes SCIM provisioning?0.401.001.001.00
q07Can I get my money back if I cancel an annual subscription?0.201.001.001.00
q08How quickly does support respond to a critical outage on the Enterprise plan?0.201.000.500.63
q09When is a root cause analysis published after an incident?0.201.001.001.00
q10Does Northwind offer a discount for paying yearly?0.201.001.001.00

Generation quality (LLM-judge, claim-level verification)

Faithfulness
0.97
Hallucination rate
0.03
Answer relevance
1.00
Generation score
98.8
QIDAnswer & verified claimsFaith.Halluc.Relev.
q01The Growth plan costs **$199 per month**.
• The Growth plan costs $199 per month. — supported
1.000.001.00
q02According to the security documentation, data at rest is encrypted with **AES-256**.
• Data at rest is encrypted with AES-256. — supported
• This information comes from the security documentation. — supported
1.000.001.00
q03Audit logs are retained for **90 days** on all plans.
• Audit logs are retained for 90 days. — supported
• The 90-day audit log retention applies to all plans. — supported
1.000.001.00
q04Full-time employees can take **35 paid days of PTO per year**, which consists of: - **25 days** of annual leave - **10 days** of sick leave This is in addition to public holidays observed in their country of employment.
• Full-time employees can take 35 paid days of PTO per year — unsupported
• Full-time employees receive 25 paid days of annual leave per year — supported
• Employees receive 10 paid days of sick leave per year — supported
• This leave is in addition to public holidays observed in the employee's country of employment — supported
0.750.251.00
q05The API rate limit on the Growth plan is **600 requests per minute**, measured per workspace token.
• The API rate limit on the Growth plan is 600 requests per minute. — supported
• The rate limit is measured per workspace token. — supported
1.000.001.00
q06Based on the documentation: **Supported Identity Providers for SSO:** - Okta - Microsoft Entra ID (Azure AD) - Google Workspace Northwind Analytics supports SAML 2.0 single sign-on with these providers. **SCIM Provisioning:** SCIM user provisioning and deprovisioning is available on the **Enterprise plan only**.
• Okta is a supported identity provider for SSO — supported
• Microsoft Entra ID (Azure AD) is a supported identity provider for SSO — supported
• Google Workspace is a supported identity provider for SSO — supported
• Northwind Analytics supports SAML 2.0 single sign-on with these providers — supported
• SCIM user provisioning and deprovisioning is available on the Enterprise plan only — supported
1.000.001.00
q07Yes, you can get a refund if you cancel an annual subscription within 30 days of a renewal. In that case, you'll receive a prorated refund for the unused period. Refund requests should be sent to billing@northwind.example and are processed within 5 to 10 business days to your original payment method.
• You can get a refund if you cancel an annual subscription within 30 days of a renewal. — supported
• The refund is a prorated refund for the unused period. — supported
• Refund requests should be sent to billing@northwind.example. — supported
• Refunds are processed within 5 to 10 business days. — supported
• Refunds are issued to the original payment method. — supported
1.000.001.00
q08For a critical outage (Sev-1 incident) on the Enterprise plan, support targets a **first response within 1 hour**. Additionally, during a Sev-1 incident, the public status page is updated at least every 30 minutes until resolution, keeping you informed of progress.
• On the Enterprise plan, a critical outage is classified as a Sev-1 incident (full outage). — supported
• For a Sev-1 incident on the Enterprise plan, support targets a first response within 1 hour. — supported
• During a Sev-1 incident, the public status page is updated at least every 30 minutes until resolution. — supported
1.000.001.00
q09According to the incident response policy, a root cause analysis (RCA) is published within **5 business days after the incident is resolved**, and it includes corrective actions and owners.
• A root cause analysis (RCA) is published within 5 business days after the incident is resolved. — supported
• The RCA includes corrective actions and owners. — supported
• This is stated in the incident response policy. — supported
1.000.001.00
q10Yes, Northwind offers a 20% discount on the Starter and Growth plans when you choose annual billing. The discount is applied automatically at checkout when you select annual billing.
• Northwind offers a 20% discount on the Starter and Growth plans with annual billing. — supported
• The discount is applied automatically at checkout when annual billing is selected. — supported
1.000.001.00