01In production

BorealBase.
The outdoors, structured.

A Canadian outdoor platform, also a working testbed for content-heavy AI systems. Structured ingestion, conversational retrieval, assistants grounded in your own data.

02What it proves

Four patterns for content platforms.

The shape under any system where AI has to answer from your records, not the internet.

PATTERN 01INGEST
Multi-domain structured ingestion
Two thousand-plus routes, hundreds of recipes, gear records, destination profiles, all normalized into one schema. The pattern under any platform that needs a clean substrate for AI.
PATTERN 02RETRIEVE
Conversational research assistant
An assistant that answers domain questions by pulling from the platform's own records, with citations. The shape we build for any business that wants AI grounded in its own knowledge.
PATTERN 03FUSION
Geospatial + content fusion
Route data linked to camp sites, water sources, regional advisories, and trip-log evidence. Different content types stitched into a single queryable picture.
PATTERN 04PIPELINE
AI-assisted data pipelines
Outdoor information ingested from messy sources, deduplicated, cross-linked, and structured. The same pipeline shape under any catalog, library, or compliance archive.
03Why it exists

Pipelines earn their keep.

BorealBase carries real records and real users. The pipelines that move information into it, the assistant that answers from it, the schema that holds it all together. Those same shapes are what we carry into client builds, and what earns its way through here ends up sharper when it gets there.

04Build state

Now and next.

Live with a curated first region. Expanding by area, not feature set.

// NOW
  • Core content schema and contributor workflow
  • Map rendering, route storage, offline-friendly tiles
  • Bear, the conversational research assistant
05If your records look like this

Same pipeline, your records.

If you're working on a content-heavy platform, a domain-specific knowledge base, or an assistant that needs to answer from your data instead of the internet, get in touch.

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