ICNLI™¶

Infrastructure Contextual Natural Language Interface¶

"Talk to your infrastructure like you talk to a colleague."

What is ICNLI?¶

ICNLI (Infrastructure Contextual Natural Language Interface) is an open specification for building AI-powered interfaces that combine natural language understanding with deep contextual awareness of infrastructure.

Unlike simple chatbots, ICNLI-compliant systems maintain comprehensive knowledge of users, their resources, and the relationships between infrastructure components.

Read the Whitepaper{ .md-button .md-button--primary } View Specification{ .md-button }

Key Features¶

Feature	Description
8-Level Context Model	From user identity to resource relationships
TWO-STEP Safety Protocol	AI proposes, human decides
Channel Neutrality	Same power across web, mobile, voice, messaging
Functional Understanding	System behaves as if it truly understands your infrastructure

Reference Implementation¶

Webbee by WebHostMost is the first production ICNLI implementation with 128 function tools managing hosting infrastructure.

Learn about Webbee →

Created By¶

Valentin Scerbacov — Creator of ICNLI, Webbee, and WebHostMost

Blue Bee Web, Inc. — Technology company owning ICNLI intellectual property