Prophecy
AI agents turn plain English into visual workflows. Prepare, analyze, and deploy at scale on Databricks, Snowflake, BigQuery.
Editor's Verdict
Key Takeaways
- AI Data Preparation
- Visual Inspect & Refine
- Integrated Data Execution
- Complete Data Lifecycle
In-Depth Review: What is Prophecy?
Prophecy is the agentic data preparation and analysis platform that empowers business users and analysts to work at the speed of AI. Instead of manually building pipelines, you simply describe your goal in natural language. Prophecy's specialized AI agents generate visual data workflows that you can inspect, refine, and validate—no coding required. The platform is cloud-native, running securely on your existing infrastructure like Databricks, Snowflake, and BigQuery, with enterprise-grade governance. Whether you're a marketing analyst launching a new campaign, an FP&A team breaking free from spreadsheets, or an enterprise replacing Alteryx, Prophecy delivers trustworthy insights from raw data in minutes, not weeks. Trusted by leading global enterprises, Prophecy turns AI-driven productivity into a daily reality for every data user.
Core Features
AI Data Preparation
Use natural language prompts to generate low-code data workflows that prepare raw data for analysis.
Visual Inspect & Refine
AI-generated pipelines are presented as visual workflows that users can inspect step-by-step, refine, and validate.
Integrated Data Execution
Schedule and monitor workflows with built-in high-performance connectors and run transforms in Prophecy or SQL/Spark platforms.
Complete Data Lifecycle
Deploy visual workflows to production as high-performance code with governance on Databricks, Snowflake, or BigQuery.
Market Leading Data Agents
Specialized Claude Code-based AI agents that understand data and apply data-specific skills to generate best results.
End-to-End Solution
Unlike text-to-SQL tools, starts with raw data, prepares data, performs analysis, and runs with scale and governance.
Cloud-Native Architecture
Built natively for cloud data platforms like Databricks, Snowflake, and BigQuery, ensuring scale and security.
Enterprise Governance
Role-based access control, audit logging, SSO, SCIM, and compliance certifications (SOC 2, ISO 27001) for enterprise security.
Alteryx Replacement
Automates migration from Alteryx and Informatica workflows with unlimited import and cloud-native execution.
Collaborative Workspaces
Share projects across workspaces, manage teams, and use package hubs for reusable components.
Pricing
Starter
- Data processing in Prophecy (embedded DuckDB)
- Data connectors for SaaS applications, databases, and files
- Prophecy-managed Git connection
- Data Transformation and Documentation Agents
- 20 resource credits per user
Professional
- Everything in Starter
- Data processing in Databricks, Snowflake, and BigQuery
- Project sharing across workspaces
- API access
- Pay-as-you-go for additional usage
- Initial onboarding call
- 50 resource credits per month
Enterprise Express
- Everything in Professional
- SSO authentication
- SCIM with audit logs
- Unlimited Alteryx and Informatica workflow import
- Organizational Git connection
- Private LLM integration
- White-glove onboarding
- Flexible credits
Enterprise
- Everything in Enterprise Express
- Custom pricing for 20+ users
- Unlimited credits
- Enterprise support
Pros and Cons
Pros
- AI-Driven Workflow GenerationUsers describe business goals in natural language, and AI agents automatically generate visual data workflows, saving days of manual work.
- Visual Inspect and RefineEvery step is visual and can be inspected, refined, and validated by business users, building trust.
- Enterprise-Grade GovernanceSupports SSO, RBAC, audit logs, and compliance certifications (SOC 2, ISO 27001), ensuring security for large enterprises.
- Cloud-Native IntegrationDeploys natively on Databricks, Snowflake, and BigQuery, with full control of compute and governance.
- End-to-End LifecycleFrom raw data to analysis to production deployment, all in one platform.
Cons
- Limited Free TierStarter plan has compute limits; exceeding requires a credit card and may incur charges.
- No RefundsAll plans are non-refundable; cancellation only stops future billing.
- Credit System ComplexityUsage is billed based on credits for AI requests, compute, data egress, and storage, which may be confusing.
- Requires Cloud Data Platform for Advanced FeaturesFull power requires Databricks, Snowflake, or BigQuery; standalone is limited to DuckDB processing.
- Potentially High Cost for EnterprisesEnterprise Express starts at $4000/month, which may be costly for small teams.
Use Cases & Recommended Professions
Data Analyst→ View Toolkit
Needs to prepare and analyze data quickly for business decisions.
Business Intelligence Analyst→ View Toolkit
Builds reports and dashboards from complex data sources.
Marketing Analyst→ View Toolkit
Segments campaigns and analyzes performance data to optimize marketing efforts.
Financial Analyst→ View Toolkit
Prepares financial data for auditing, forecasting, and investment decisions.
Data Engineer→ View Toolkit
Builds and maintains data pipelines; can leverage AI agents to generate code and workflows.
Operations Manager→ View Toolkit
Needs to monitor and optimize operational data with minimal technical effort.
Frequently Asked Questions
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ℹ️ Curation Disclosure: The overview and features of Prophecy were synthesized using AI and fact-checked by our curation team to ensure accuracy.
