Bizdata vs Harny
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Bizdata compared with Harny
| Detail | 
Bizdata | 
Harny |
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| What it does | AI-enabled iPaaS platform for data integration and conversational AI agents
| Agent harness infrastructure that gives AI agents memory for each user, connected accounts, action limits and an audit record.
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
| CA
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| Pricing model | Freemium
| Freemium
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| Pricing | One integration bridge free for the first month. Custom plans available through pricing pages for eZintegrations™ and AI Document Understanding.
| Free: first 500 monthly-active end users per month, free forever. Paid: $0.30 per monthly-active end user above 500, billed monthly.
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| Key features | - 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
| - Timestamped memory ingestion with backdating capability
- Per-user data isolation and privacy scoping
- Ranked memory recall with dated evidence
- Connected accounts integration per user
- Long-running agent jobs with folder-level operations
- Configurable token ceiling per API call
- Enforced action limits on agent operations
- Complete action audit trail with hash chaining
- MCP server integration for Claude and other clients
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| What makes it different | - 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
| - Highest published BEAM benchmark score at 128K tokens: 85.1, compared to competing memory systems
- 98% fewer tokens required than raw tool output, making responses 4× cheaper
- Works with 20+ agent frameworks including LangChain, LangGraph and LlamaIndex
- First 500 monthly-active end users free forever
- Per-person billing model scales with user growth, not API calls
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 53 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 16 | 0 |
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| Citation Flow (Majestic) | 36 | 0 |
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| Referring domains (Majestic) | 295 | 1 |
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5 details filled in for both companies.
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