Data Studio
Pre-Built Plugins Cover 70%.
Custom Integrations
Create custom data pipelines that meet the same credibility standard as pre-built plugins in Anecdotes.

Evidence Lab
Evidence Lab uses AI to turn natural language goals into working data pipelines in minutes.
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Step 1
Describe Your Goal
"I want to get a list of active repositories with their security settings" AI understands the data you need, the source system, and relevant API endpoints.
Step 2
AI Finds the Source
The AI agent:
Inspects API documentation
Identifies relevant endpoints
Tests connectivity
Suggests data structure
Recommends JSON paths
Step 3
Use It Like Any Other Evidence
Once configured, your custom evidence works seamlessly:
Automatically cross-maps to relevant controls
Collection runs in the background
Ready for auditors with full IPE credibility
Merged Evidence
Enterprise business processes rely on multiple stakeholders and systems. Merged Evidence combines data from different sources into a single, contextualized dataset, allowing you to model any enterprise process through structured data.
Example: Validating Security Training Completion
To confirm that every active employee has completed required security awareness training, we will compare your employee list from the HR platform with completion records from your security training provider.
Step 1
Choose Your Evidence
Step 2
Choose a Common Field
Step 3
Get Instant Value
Addresses training requirements in frameworks like SOC 2, ISO 27001, and HIPAA
Immutable data storage
Hash validation mechanisms
Change detection & alerting
Tamper-proof records
Prove data hasn't been altered.
Collection timestamp
Source system identification
API call logged
Know exactly where & when.
Raw data (JSON) preserved
Structured table for analysis
Item count validation
Complete audit trail
Documentation for auditors.
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Connect your unique tech stack to your GRC program in minutes.