Coalesce Scout
Humans and agents delivering data, together — data transformation
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Quick Answer
AICoalesce Scout is an AI-powered data operating layer that unifies data transformation, cataloging, and quality for analytics and AI. It helps data teams build, deploy, govern, and observe every pipeline in one system. The platform integrates with major cloud data warehouses like Snowflake and Databricks. A free Developer plan is available, with paid plans starting from $150 per user per month.
Coalesce Scout is an AI-powered data operating layer that unifies data transformation, cataloging, and quality for analytics and AI. It helps data teams build, deploy, govern, and observe every pipeline in one system. Coalesce enables faster data migrations, improved data quality, and streamlined data governance.
Coalesce unifies data transformation, cataloging, and quality into a single metadata-driven platform, allowing AI agents and human engineers to build and govern data pipelines to the same standards.
Decision Intelligence
Best For
AIConsider Alternatives If
AI
Type
Free Trial
Yes
Credit Card
Not Required
Free Plan
Yes
Dimension Scores
· 7.3 avgHow good it is, across universal quality axes
Task Scores
· 6.5 avgWhat it can do, on category-specific tasks
Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →
- +Unifies data transformation, cataloging, and quality in one platform
- +Accelerates data pipeline development and deployment by up to 10x
- +Provides automated data lineage and impact analysis to prevent breaking changes
- +Offers a free Developer plan for personal projects and small use cases
- +Supports major cloud data warehouses like Snowflake, Databricks, and Google BigQuery
- +Includes built-in testing and continuous validation for data reliability
- -Starter plan limited to 4 Transform users and 15,000 monthly actions
- -Free plan is capped at 2,000 monthly actions and 1 user
- -Custom deployment and advanced security features are only available on Business Critical plan
- -Requires integration with existing data warehouses, not a standalone data storage solution
Complexity
Company Size
Target Team Size
Target Skill Level
Privacy & data handling
The Model(s) Behind It
Model details — extracted from public vendor sources by our pipeline (Smart Generator + A3 cross-referencing) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.
Scalable object storage for raw data and analytical assets
Applications for sales, customer service, marketing automation, ecommerce
Serverless data integration for discovery, preparation, and transformation
Query service to analyze data in Amazon S3 using SQL
Open-source SQL database for data warehousing and big data
Lakehouse platform to unify data, analytics, and AI
Fully managed cloud data warehouse
Cloud-built data warehouse for elasticity and data sharing
Auto-updated
Trust Score
Very Good
Based on 9 data signals
Confidence: High
Reflects publicly available data, not an independent audit
Not yet checked
Some details are AI-generated estimates — verify with the vendor.
AI-generated estimate: Best For, Description, Limitations, Not Good For, Pros, Quick Answer, What Makes Unique
How we source dataAI Governance & Regulatory Disclosures
Legally-sensitive fields — extracted from public vendor sources by our pipeline (Smart Generator + A3 cross-referencing) or admin-entered. Shown as claimed by the vendor; not independently audited by Intelloro.
- 1 user
- Transform and Quality included
- 2,000 capped monthly actions
- 1 project, 1 environment
- Up to 4 Transform users
- 15,000 actions per month (180,000/yr)
- 3 Catalog integrations (e.g. Coalesce, Snowflake, plus your BI tool)
- Full access to Transform, Catalog, and Quality
- Includes onboarding workshops and 24x5 support
- 1 project, 1 environment
- 5+ Transform users
- 100,000 actions per month
- 5 Catalog integrations (e.g. Coalesce, Snowflake, plus 3 of your choice)
- Full access to Transform, Catalog, and Quality
- Volume discounts as usage scales
- Unlimited projects and environments
- Priority support and enhanced SLAs
- Single sign-on (SSO)
- Everything in Enterprise, plus:
- Private Networks
- BAA (HIPAA-ready)
- Advanced security and compliance
- Custom deployment requirements
Pricing verified from the vendor pricing page.
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