Debuly
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Prophecy

AI data analysis platform where agents generate visual data workflows from a description that you review, edit and run on your data platform.

Freemium

What is Prophecy?

Prophecy is an AI data analysis and data preparation platform. You describe what you need, AI agents generate a visual workflow, and you inspect, refine and deploy it, with the work running on an embedded DuckDB engine or on Databricks, Snowflake or BigQuery. The platform includes a Transform agent, a Documentation agent, custom AI skills, analysis dashboards, workflow scheduling, data lineage and Git-based projects. It connects to SaaS applications, databases and files, and higher tiers can import Alteryx and Informatica workflows. The pricing page lists Starter at no cost with a monthly credit allowance, Professional at $150 per user per month billed monthly, Enterprise Express at 4000 per month for up to 20 users billed annually, and Enterprise with custom pricing. Higher tiers add dedicated SaaS environments, SSO, SCIM, audit logs and private LLM integration.

Use cases

  • Prepare data with a visual workflow builder
  • Generate data pipelines from a description
  • Analyze marketing and product usage data
  • Document data workflows automatically
  • Import Alteryx and Informatica workflows
  • Run analysis on Snowflake, Databricks or BigQuery
  • Schedule recurring data workflows

Who it's for

  • Data analysts
  • Data teams
  • Business analysts
  • Enterprise data teams

Why use Prophecy

  • Agents turn a plain-language description into a visual workflow you can inspect and edit.
  • Works with data platforms you may already use: Databricks, Snowflake and BigQuery.
  • A free Starter edition lets you try it on your own data without a credit card.
  • Enterprise tiers add SSO, SCIM, audit logs and private LLM integration.
  • Import tools help teams move Alteryx and Informatica workflows over.

Prophecy features

  • Transform agent that builds visual workflows from a prompt
  • Documentation agent for data projects
  • Visual drag-and-drop data preparation
  • Processing on embedded DuckDB, Databricks, Snowflake or BigQuery
  • Data connectors for SaaS applications, databases and files
  • Analysis dashboards and workflow scheduling
  • Prophecy-managed or organizational Git connection
  • Data lineage, RBAC and audit logs on higher tiers
  • Alteryx and Informatica workflow import on higher tiers
  • Private LLM integration on Enterprise Express and above

Prophecy integrations

  • Databricks
  • Snowflake
  • Google BigQuery
  • Alteryx
  • Informatica
  • Airflow
  • dbt
  • Git

How to get started with Prophecy

  1. Describe your goal and the Transform agent generates a data pipeline as a visual workflow.
  2. Inspect and edit the workflow, with the Documentation agent describing each step.
  3. Run it on Prophecy's embedded engine or on Databricks, Snowflake or BigQuery.
  4. Deploy and schedule the workflow, and manage access through your team and Git.

Prophecy limitations

  • Starter runs in a public SaaS environment with compute limits
  • Starter users are asked for a credit card if they exceed the compute limits
  • Enterprise Express supports up to 20 users
  • The vendor does not offer refunds

Prophecy pricing

Yes, Prophecy has a free plan. Paid plans start at $150 per month, according to the official pricing page on .

Prophecy plans

  • Starter

    Free

    • Monthly credit allowance
    • Embedded DuckDB processing
    • Data connectors
    • Prophecy-managed Git
    • Transformation and Documentation agents
  • Professional

    $150/month per user

    Billed monthly

    • 50 credits per user per month
    • Databricks, Snowflake and BigQuery processing
    • Project sharing across workspaces
    • API access
    • Pay-as-you-go extra usage
  • Enterprise Express

    4000/month

    Up to 20 users, billed annually

    • Dedicated SaaS environment
    • SSO authentication
    • SCIM with audit logs
    • Alteryx and Informatica workflow imports
    • Private LLM integration
  • Enterprise

    Custom

    • Custom pricing for 20+ users
    • Dedicated SaaS environment
    • Dedicated Enterprise support

Plans as listed on the official pricing page on . Prices can change and may vary by country or exclude tax. Check the official pricing page.

Prophecy alternatives

The main Prophecy alternatives listed on Debuly are Databricks, Vernclaw, AutoGPT, Evaligo, iKala and Multimodal. The table compares pricing and platforms; order is A–Z.

Prophecy compared with its alternatives
ToolPricingStarting pricePlatforms
ProphecyFreemium$150/moWeb, API
AutoGPTFreemium$50/moWeb, Self-hosted, API
DatabricksFree trial—Web
EvaligoFreemium$7/moWeb, API
iKalaContact sales——
MultimodalContact sales$10, usage-basedAPI
VernclawPaid—Web, API, CLI
  1. AutoGPT

    Agent platform with a plain-English AutoPilot, a visual workflow builder and self-hosting, plus a $50/month Pro plan with a 7-day trial.

  2. Databricks

    Data and AI platform for data engineering, warehousing, governance, dashboards and AI agents, billed by usage on AWS, Azure and GCP.

  3. Evaligo

    Visual AI workflow builder with prompt testing and evaluation, deploying flows as REST APIs, with a free plan and a $7/month Pro plan.

  4. iKala

    Enterprise AI platforms: Nexus for AI agents on company data, Kolr for creator and social intelligence, plus cloud services.

  5. Multimodal

    AI agents and document processing for banks and credit unions, covering lending, operations and compliance workflows.

  6. Vernclaw

    Connector platform and CLI that give AI agents SEO data, social reading, web extraction and content generation tools, billed by credits.

Prophecy FAQ

How much does Prophecy cost?

Starter is free, Professional is $150 per user per month billed monthly, Enterprise Express is listed at 4000 per month for up to 20 users billed annually, and Enterprise is custom. Prices are in USD.

Is there a free plan for Prophecy?

Yes. The Starter edition is free and does not require a credit card, although you are asked for one if you exceed the compute limits.

What plans does Prophecy have?

Starter, Professional, Enterprise Express and Enterprise. The Professional plan includes 50 credits per user per month, which the vendor equates to around 125 meaningful AI prompts.

Does Prophecy have an API?

The Professional plan lists API access.

Which data platforms does Prophecy work with?

It processes data on an embedded DuckDB engine, or on Databricks, Snowflake and BigQuery. Enterprise Express is available through the AWS, Google Cloud and Azure marketplaces.

What are alternatives to Prophecy?

Alternatives include Alteryx, dbt, Databricks, Dataiku and Hex.

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

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