Forge - AI Agent
Normalize nested JSON, classify PII, and generate dbt models — all inside your warehouse
- Category
- Agent Tools
- Registry category
- Logistics & Supply Chain
- Vendor
- Foxtrot Communications Corporation (Foxtrot Communications Corp)
- Location
- New York, New York 10038, United States of America
- Reviews
- This marketplace has no ratings
- Listed on
- Google Cloud Marketplace
- Pricing
- 4 plans listed
Each fact carries one Provenance score: the average of its Disclosure and Evidence scores, the same rule the page uses for the overall score. Click any score to see the math behind it.
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What the publisher says
Overview
Nested JSON in your warehouse shouldn't require hundreds of hand-written UNNEST queries or brittle pipelines that break when schemas change. Forge eliminates that work. Point it at any table with nested JSON and Forge automatically discovers every field at every depth, infers types, classifies sensitive data, and generates clean dbt models that normalize everything into queryable tables. Your data never leaves your warehouse.
Key Capabilities
Show the rest of the publisher’s description (33 more lines)
🔍 Automatic Schema Discovery
Forge uses breadth-first traversal to discover every key, at every depth, across all rows — including dynamic keys that vary per record. Trained on 40,000+ public API schemas, Forge recognizes structures it has never seen before.
⚒️ Production-Ready dbt Models
Generates fully structured dbt models with proper typing, relationships, and documentation. Deploy directly or integrate with your existing dbt workflow.
🛡️ Intelligent Data Classification
Every discovered field is classified using Excalibur, our proprietary ML model. Identifies PII, financial data, health information, and 50+ sensitive categories with 95%+ accuracy.
🔐 Flexible Data Protection
Apply field-level hashing, masking, encryption, tokenization, redaction, or format-preserving encryption. Configure once, enforce everywhere.
📋 Compliance & Audit
Generate classification reports, audit logs, and data lineage documentation for GDPR, CCPA, HIPAA, and SOC 2 workflows.
🏗️ Native Warehouse Execution
Forge compiles SQL that runs natively in BigQuery, Snowflake, or Databricks. Zero data movement. Zero external processing.
Built for Real Data
- Stripe webhooks with 12 levels of nested payment objects
- GA4 exports with repeated STRUCTs and mixed-type arrays
- Salesforce API responses with dynamic keys across thousands of records
- IoT payloads with variable schemas per device type
- Healthcare HL7/FHIR messages with deeply nested patient records
How It Works
- Connect - Securely connect to your warehouse using service account credentials
- Discover - Forge scans schemas and maps every nested field at every depth
- Classify - AI classifies each field for sensitivity and type
- Review - Data stewards approve classifications and transformations
- Generate - Forge compiles dbt models with normalization and protection logic
- Deploy - Run on-demand, on a schedule, or triggered by events
Why Forge?
- No data movement - Runs entirely in your warehouse
- Automatic discovery - Every field, every depth, including dynamic keys
- AI-powered - 95%+ classification accuracy on common PII types
- Production-ready - Clean, tested dbt models out of the box
- Multi-warehouse - BigQuery, Snowflake, Databricks
- Schema resilient - Auto-adapts when source data evolves
- Transparent - See exactly why each field was classified
Plans and pricing
paid
Linked repositories
Unknown
Unknown means this listing does not publish a repository. It is not a statement that the code is closed.
Publisher resources
- Foxtrot Communications Corporation (opens in a new tab)
- Support (opens in a new tab)
- Forge Walkthrough (opens in a new tab)
- Landing Page (opens in a new tab)
- AI Features (opens in a new tab)
- Pricing (opens in a new tab)
Sources
- Marketplace listingGoogle Cloud Marketplace (opens in a new tab)
- Company recordOutside company data, matched on foxtrotcommunications.net
Reading the score
Disclosure · how many sources corroborate it
Evidence · what kind of evidence backs it
The SettleTop steps above are possible but not automated yet, so today they sit open and a perfect 10 is out of reach. Open information like firmographics and reach has fewer steps to climb, so it sits a little higher for the same visible evidence.
Information shown here reflects the best available information at the time of assessment and may be incomplete, outdated, or subject to change. It should be independently verified before being relied upon for any decision. SettleTop is not liable for any errors, omissions, or decisions made in reliance on this information.
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