The knowledge layer
for everything said.

Search isn't use
— and that gap is costing you.

Information retrieval is already a significant workplace productivity problem. Audio and video add another layer of difficulty, because the answer is buried inside the file — not identified by its title or metadata. Every day that gap sits unsolved, teams re-watch, re-listen, and re-ask for things the organization already knows.

*Illustrative workflow and productivity models. Search-time estimate assumes a known 60-minute recording, an unknown insight location, and time for discovery, contextual verification, and preparation for reuse. Productivity estimate: 50 employees × 15 min/day × 250 workdays ÷ 60 × $75 loaded hourly cost = $234,375/yr. Actual results vary by workflow, archive, role, compensation, and available tools. Swap in your own team size and cost assumptions — or real pilot numbers — before this goes live. 62% figure: Microsoft 2023 Work Trend Index.

Time from information need to usable output, closed.

Atomic knowledge objects, not full files.

Marbyl turns buried moments into ready-to-use assets: it breaks long-form audio and video into short, complete, context-tagged pieces — "marbyls" — indexed and ready to surface the moment they're relevant.

Whereas most platforms stop at a file, transcript, or timestamp, Marbyl completes the circle, and carries content all the way through to effective usability.

The file is not the unit of value.
The meaningful moment is.

Marbyl finds the five minutes that matter to you
inside 5,000 hours of recorded content.

Same search. Different context.
Different results.

Every object is tagged along three dimensions at ingestion — that's what lets one search return the right answer for a sales rep prepping for a hospital visit, and a completely different answer for a trainer building a course, from the same underlying library.

The more it's used, the smarter it becomes.