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Oberik vs Bizdata

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Oberik compared with Bizdata
DetailOberik logo OberikBizdata logo Bizdata
What it doesAgent layer for SaaS with grounded answers, sandboxed tools, and per-customer isolation AI-enabled iPaaS platform for data integration and conversational AI agents
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFree Freemium
PricingFree during launch period. Customers pay their LLM provider directly for model usage at provider rates; Oberik does not markup or resell tokens. No credit card required, no usage meters tracked by Oberik itself. One integration bridge free for the first month. Custom plans available through pricing pages for eZintegrations™ and AI Document Understanding.
Key features
  • Document-grounded answers with page and quote citations
  • Linux sandbox environment for agent execution
  • Per-customer cost tracking and billing
  • Memory and wiki persistence across sessions
  • Scheduled and recurring work with durability
  • Capability-scoped JWT tokens enforced per-request
  • Support for custom tools and MCP servers
  • Multi-model support with bring-your-own-keys
  • Server-side prompt injection and PII screening
  • SSH dashboard interface for programmatic configuration
  • Visual data pipeline builder for rapid integration development
  • Connects to ERP, SCM, CRM, APIs, Data Lakes and enterprise systems
  • Support for SQL and NoSQL databases and multiple API protocols
  • Multiple targets in one integration
  • Natural language queries through Goldfinch AI
  • Autonomous agent actions in source systems
  • 1000+ APIs in Bizdata API Marketplace
  • Automated data mapping
  • GDPR compliant
What makes it different
  • Hard isolation between customers with no shared state or tenant leakage
  • Citations with document, page and quote provided automatically with every answer
  • Only two API calls needed to integrate grounded AI into any SaaS product
  • Customers never charged by Oberik; direct billing from their own LLM provider keys
  • Builds integrations in minutes with no-code visual interface, reducing development time compared to other platforms
  • AI-powered automation reduces manual data entry and operational costs
  • Autonomous AI agents handle business workflows without manual intervention
  • Unlimited data volumes with no restrictions on integration complexity
  • Present in Oracle, Azure and Amazon marketplaces for trusted enterprise deployment
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)1 no change since last check53 no change since last check
Trust Flow (Majestic)216
Citation Flow (Majestic)2136
Referring domains (Majestic)19295

5 details filled in for both companies.

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