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Search2o vs empuno

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

Search2o compared with empuno
DetailSearch2o logo Search2oempuno logo empuno
What it doesA platform to build, run, and use AI microagents through search AI agent API and CLI for HR management operations
StageMVP Not given
FoundedNot given Not given
Based inUS TR
Pricing modelFree trial Not given
PricingThe agent server is free and source available with no license fee. Search2o Cloud is free during the beta period. Production pricing will include a platform fee, developer fee, storage fee, and usage fee with no per-user charges. Paid service planned for January 2027. Not given
Key features
  • Built-in agent discovery and multi-agent conversations
  • Agent framework to define and publish agents
  • Encrypted conversations and memories by default
  • Multi-user access with four roles plus service accounts
  • Human-in-the-loop controls for critical actions
  • Stateless horizontally scalable architecture
  • Environment profiles for dev and prod
  • Source available server and UI
  • 277 API commands across 25 modules covering leave, payroll, shifts, equipment, expenses and recruitment
  • empuno CLI - single file with no dependencies, Node.js 18+
  • Direct HTTP requests with Bearer token authentication
  • Automatic command catalog generation from panel features
  • Rate limiting of 240 requests/minute and 6000 requests/hour per API key
  • Full audit logging of all write operations
  • Multipart file upload support for documents
  • Scope-based permissions matching panel user roles
  • 11 AI assistant commands for CV analysis, document and email generation
  • Integration with Claude, ChatGPT and custom AI agents
What makes it different
  • Search that retrieves and runs AI workflows instead of matching documents
  • Agents that combine deterministic workflows with LLM-driven reasoning
  • Hybrid cloud architecture requiring only stateless servers in your environment
  • No per-user licensing, pay only for developers, storage and usage
  • Enterprise-grade reliability and security standards
  • Panel parity: every screen and button maps to an identical API command with same validation and permissions
  • Automatic API updates when new features are added to the panel
  • Comprehensive audit trail logging all write operations by operator and timestamp
  • Works on behalf of specified user with their actual permissions and role
  • Real impact on live data with same side effects as panel operations
Community votes00
DR (Domain Rating by Ahrefs)2 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)240
Referring domains (Majestic)121

4 details filled in for both companies.

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