IKKF vs Liyagent
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
IKKF compared with Liyagent
| Detail | 
IKKF | 
Liyagent |
|---|
| What it does | Knowledge Engine that distills experience into sovereign, reusable skills for AI agents
| Governed AI agents for any system, pre-built for IT, HR, SAP, Salesforce and finance
|
|---|
| Stage | Not given
| Startup
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| Founded | Not given
| 2026
|
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| Based in | Not given
| IN
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| Pricing model | Freemium
| Contact for pricing
|
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| Pricing | IKKF CLI: free forever, no license required. IKKF for macOS: $9.99 one-off purchase.
| Not given
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| Key features | - Seven-phase execution protocol
- Synthesis Gate ensures expertise is distilled before task completion
- Universal AI provider support
- Local-first operation with no cloud or telemetry
- Work decomposed into 10-15 minute chunks
- Plain-text skill files you can read and audit
- Real deliverables written to your workspace
- Skill library and synthesis
- Two execution modes: Light and Full
- Resume and restore interrupted tasks
| - Pre-built agents for IT service, HR, SAP, Salesforce and finance
- Approval-based control for all write operations
- Support for multiple AI models with fallback chains
- 50 built-in connectors plus MCP, OpenAPI, OData and SQL support
- Self-hosted or managed hosting options
- Per-agent and per-team spend budgets
- Rules-based argument validation with guardrails
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| What makes it different | - Ownership of all skills—your expertise stays yours, not locked in opaque third-party systems
- Synthesis Gate forces real learning and skill building alongside task completion
- Free CLI forever with no license, key, or machine-lock
- Local-first privacy—no cloud, no telemetry, full control
- Works with any AI agent—one protocol, instant provider swaps
| - Works within SAP's API Policy via direct APIs or SAP Integration Suite MCP gateway
- Every agent controlled by a single unified governance platform
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 4 ▼ −1 (down) since last check | 10 ▼ −15 (down) since last check |
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| Trust Flow (Majestic) | 4 | 0 |
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| Citation Flow (Majestic) | 18 | 24 |
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| Referring domains (Majestic) | 7 | 3 |
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4 details filled in for both companies.
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