Structured AI decisions with probabilities for developers
Knowledge Engine that distills experience into sovereign, reusable skills for AI agents
Stage
Not given
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Founded
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Based in
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Pricing model
Paid
Freemium
Pricing
Starter: $9.9 with 100,000 credits, no expiry; Pro: $99 with 1,000,000 credits, no expiry; Enterprise: $999 with 11,000,000 credits. One-time plans do not auto-renew; credits remain available after purchase.
IKKF CLI: free forever, no license required. IKKF for macOS: $9.99 one-off purchase.
Key features
Typed decision output with Choice, Score, and Noul question types
Probability and confidence results on every answer
Online playground for testing with unlimited runs
REST API and SDK integration
Multiple concurrent requests
Team workspaces and collaboration
Up to 8 typed questions per request
Fast decision latency around 120ms
Agent Skill for coding agents and LLM workflows
Support for English and Simplified Chinese
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
What makes it different
Structured output with defined answer space
Probability-backed decisions code can use directly
Multiple questions from one state in parallel
Developer control over business logic and actions
Designed to integrate into existing systems without replacement
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