| What it does | Semantic context layer that helps AI agents understand your business data accurately
| Remote browsers for AI agents with persistent profiles, live view and human takeover
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| Stage | MVP
| Startup
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Not given
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| Pricing | Not given
| Hobby: Free (1 concurrent browser, 2 browser hours/month); Developer: $20/month (2 concurrent browsers, 20 hours/month, $0.18/hour extras); Pro: $49/month (5 concurrent browsers, 50 hours/month, $0.15/hour extras); Scale: $299/month (15 concurrent browsers, 500 hours/month, $0.12/hour extras); Enter
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| Key features | - Connects to 15+ data systems including Snowflake, Databricks, BigQuery, Redshift, dbt, Airflow, Tableau, Looker, Power BI and Postgres
- Extracts structural metadata including databases, schemas, tables, views, columns and relationship lineage
- Provides Web-UI, MCP server and REST APIs for accessing semantic context
- Automatic incremental updates with configurable sync schedules from on-demand to daily or weekly
- Role-level access controls and data classifications including PII, PHI and SPII
- Only reads metadata without accessing or moving actual data from systems
- Integrates with quality monitoring tools including Monte Carlo, Anomalo and Bigeye
| - Persistent logged-in profiles
- Live view with human takeover
- MCP, REST and CDP access
- Screenshot, PDF, crawl and extract APIs
- Recordings and replay
- Automatic CAPTCHA solving
- Credentials vault with TOTP
- Webhooks
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| What makes it different | - Eliminates confident AI mistakes by grounding agents in semantic context instead of having them guess from table names
- Reduces AI token costs and speeds up answers by resolving schema and joins once upstream instead of in each agent query
- Ensures consistent answers across all agents and teams using the same definitions and business logic
- Provides complete traceability and auditability of AI decisions with documented context and ownership
| - One-click human takeover of browser sessions
- Available over MCP, REST and CDP protocols
- Live view and dashboard takeover included in all plans
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 9 ▲ +1 (up) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 1 | 0 |
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| Citation Flow (Majestic) | 24 | 0 |
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| Referring domains (Majestic) | 29 | 0 |
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Kanlet
Steerpane