ni quill — Where content meets structure, and structure meets AI.

Our Mission

To simplify how organizations create, manage, and scale structured content—so documents, training, and web publishing become faster, smarter, and AI-driven at the lowest possible cost.

S1000D, Simplified

Web-based S1000D CMP for aerospace & engineering—author, validate, and publish with confidence.

Org-wide Schemas

Standardize documentation across departments to make content searchable, reusable, and AI-ready.

Training that Fits Content

Structured learning & exam screens for trainers and learners—built on the same schema-first base.

Why structured content?

Traditional WYSIWYG traps knowledge in blobs. Schema-first content lets AI reason over fields, not pixels— so Ollama (or any model) can answer, summarize, validate, and cross-reference with less compute and more accuracy.

Lighter AI
Far fewer embeddings; faster responses.

Lower Cost
Minimize vector DBs & infra.

Better Quality
Validate by schema; reduce errors.

Reuse by Design
Write once; publish everywhere.

Searchable Fields
Query sections, not raw pages.

Safer Updates
Change controlled, diffable data.

What changes for creators?

WYSIWYG → WYSIWS: creators work in guided fields and components that map to a schema.
Clean separation of content (JSON) and presentation (site/app) → faster, cheaper updates.
Built-in cross-reference checks and structural QA reduce review time and rework.

Our Vision

A world where every piece of content is structured, intelligent, and ready for AI—making documentation and training faster, smarter, and accessible to all.

ni quill

Where content meets structure, and structure meets AI.