Connect Glassfrog Data — Org Structure Insights
Connect Glassfrog and let AI agents query role assignments, circle structures, and governance records with HR data from 1,000+ other sources.
Key Takeaways Extract Glassfrog organizational data automatically
Improvado connects to Glassfrog's API to extract organizational roles, circle hierarchies, governance records, and tactical meeting data. The platform automatically syncs role assignments, accountability structures, and organizational changes. No manual exports or complex API setup required. Your Glassfrog data flows seamlessly into BigQuery, Snowflake, or any supported destination for organizational analytics.
Unified organizational data across platforms
Improvado's MCDM standardizes Glassfrog organizational data with HR systems, project management tools, and performance metrics. Employee roles, reporting structures, and accountability assignments align across all platforms. Analyze organizational efficiency, track role evolution, and measure governance effectiveness using consistent data schemas. Build comprehensive dashboards that combine Glassfrog structure data with productivity and performance metrics.
Data objects and fields Improvado extracts from Glassfrog
| Object | Fields |
|---|---|
| Role | name purpose accountabilities domains filled_by |
| Circle | name short_name strategy parent_circle_id organization_id |
| Metric | description frequency link role_id circle_id |
| Checklist Item | description frequency link role_id global |
| Policy | description title circle_id created_at |
From connection to autonomous action in three steps
Connect
Connect your GlassFrog account via OAuth. The agent accesses your organization structure, roles, circles, and governance records with read-write permissions based on your holacracy configuration.
Ask
Ask questions like 'Which circles have the longest-running open tensions' or 'Show me all roles assigned to Sarah Chen' or 'What accountabilities are undefined in our Engineering circle'.
Act
The agent creates new roles, assigns accountabilities, updates circle structures, resolves tensions, and modifies role definitions directly in GlassFrog based on your governance decisions.
What teams ask their AI agent about Glassfrog
Real prompts from enterprise marketing teams. The agent reads your data, answers in seconds, and takes action when you ask.
Track organizational structure changes and role evolution across teams and departments
Your AI agent analyzes Glassfrog data and delivers actionable insights — automatically, in seconds.
Analyze governance meeting effectiveness by combining Glassfrog data with productivity metrics
Your AI agent analyzes Glassfrog data and delivers actionable insights — automatically, in seconds.
Generate executive organizational health reports with real-time Glassfrog structure data
Your AI agent analyzes Glassfrog data and delivers actionable insights — automatically, in seconds.
Your agent doesn't just read Glassfrog — it maps accountability to outcomes.
Read
The agent reads your complete organizational graph including circles, roles, accountabilities, domains, policies, and tension logs. It tracks role assignments, vacancy rates, and governance meeting history across your holacracy structure.
Write
The agent creates and modifies roles, assigns accountabilities, updates circle membership, resolves governance tensions, and restructures reporting lines within your defined holacracy framework.
Monitor
The agent monitors role vacancy duration, tension backlog age by circle, accountability overlap conflicts, and governance meeting frequency to flag organizational bottlenecks.
AI agents query organizational roles, circle hierarchies, and governance meeting records to track how structure changes affect team performance. They can identify accountability gaps, analyze how role evolution correlates with productivity metrics, and generate org health reports by combining Glassfrog structure data with project delivery timelines and employee satisfaction scores.
| Circle | Total Roles | Fill Rate |
|---|---|---|
| Engineering | 14 roles | 71% |
| Marketing | 9 roles | 89% |
| Product | 11 roles | 82% |
| Operations | 8 roles | 75% |
| Customer Success | 5 roles | 100% |
Send Glassfrog data anywhere
Load normalized data to your preferred warehouse, BI tool, or cloud storage. Click any destination to see its integration guide.
They extract data. Improvado deploys an agent.
Traditional tools move data from A to B. Improvado gives you an AI agent that reads, acts, and monitors — with Glassfrog as one of 1,000+ integrated sources.
| Feature | Improvado | Supermetrics | Funnel.io | Fivetran |
|---|---|---|---|---|
| Data fields extracted | 200+ | ~90 | ~120 | ~80 |
| Total integrations | 1,000+ | ~150 | ~500 | ~300 |
| Cross-channel normalization (CDM) | ✓ Built-in | ✗ Manual | ● Basic mapping | ✗ Raw only |
| AI Agent access (MCP) | ✓ Read, Write, Monitor | ✗ | ✗ | ✗ |
| Data warehouse destinations | ✓ 16+ warehouses & BI tools | Sheets, Looker, BigQuery | BigQuery, Snowflake, Redshift | ✓ Broad warehouse support |
| Refresh frequency | Every 15 min | Scheduled triggers | Daily / 6hr | Every 15 min (premium) |
| SOC 2 Type II & HIPAA | ✓ | ✗ SOC 2 only | ✓ SOC 2 | ✓ |
| Best for | Teams that want an AI agent, not a pipeline | Small teams, spreadsheets | Mid-market, data teams | Engineering-led ELT pipelines |
Comparison based on publicly available documentation as of April 2026. Feature availability may vary by plan tier.
Frequently asked questions
What Glassfrog data can Improvado extract?
How often does Glassfrog data sync to my data warehouse?
Can I combine Glassfrog data with HR and performance systems?
What destinations support Glassfrog data integration?
How does Improvado handle Glassfrog API authentication?
Can I track organizational metrics in my BI tool using Glassfrog data?
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Put an AI agent on your Glassfrog today
Connect in under 5 minutes. Your agent starts reading, acting, and monitoring immediately.