Private MVP — currently onboarding pilot partners

Your company already owns the answers.
Marbyl finds them.

Turn buried audio and video into answers employees can search, use, and reuse.

Marbyl brings employees directly to the MOMENTS THAT MATTER™ inside thousands of hours of archived audio and video — without scrubbing, re-watching, or re-asking.

Talk to the team See how it works ↓
Audio · Video — searchable, reusable intelligence
Marbyl
The problem

Companies can find the file.
They still can't find the answers inside it.

Companies record meetings, training sessions, calls, interviews, and presentations every day. Once archived, the knowledge inside them becomes hard to find, share, and reuse. Employees waste time rewatching, recreating, or giving up — and the business loses time, money, and momentum.

62%
of workers say they spend too much time searching for information during the workday*
20–45 min
modeled time to locate, verify, and prepare one usable insight from a known 60-minute recording when its exact location is unknown*
$234K/yr
modeled productivity cost for a 50-person team losing just 15 min/employee/day to finding and preparing buried insights*

*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. 62% figure: Microsoft 2023 Work Trend Index.

And that's before counting what a team loses when the right material simply isn't there in the moment it's needed.

The solution

The file isn't the value.
The right moment inside it is.

Marbyl brings employees directly to the MOMENTS THAT MATTER™ inside thousands of hours of archived audio and video.

No scrubbing. No re-watching. No re-asking.

Sales Rep
Device vs. Competitor
Pulled from a 45-minute training video down to the 2-minute marbyl that actually answers the question.
2:11Hospital Visit
Trainer
Step-by-Step Technique
The same source material, surfaced completely differently for a different role and goal.
1:42Build Training
Executive
Q4 Strategy: Key Decision
A 70-minute strategy call distilled to the 45-second moment a decision actually got made.
0:45Exec Brief

Less time searching. Less duplicated work. More value from content the company already owns.

How it works

Import it. Ask for it. Find it. Use it.

A simple workflow that turns recorded content into reusable answers.

Step 1
Import
Marbyl imports, processes, and organizes permissioned recordings from your existing content sources.
Step 2
Ask
Employees ask for what they need in normal language.
Step 3
Find
Marbyl returns the exact moment — not just a file or timestamp.
Step 4
Use
Save it. Share it. Export it. Combine it with other moments.

Each answer is delivered as a marbyl — the exact moment you need, ready to save, share, organize, and reuse.

Native MCP server on the roadmap — for AI agents to query your marbyls directly.

See Marbyl working.

A 1-minute look at how buried audio and video becomes searchable, reusable intelligence.

Watch on YouTube ↗

Want to see more? We'd love to demo Marbyl for you and discuss how it could work with your organization's recorded content.

Why it's different

Marbyl learns what matters to your company.

It combines the categories you define with what it detects automatically.

You define
What matters to your business
Products, roles, procedures, terminology, and other categories that matter to your business.
Marbyl detects
What the content is signaling
Topic, speaker, setting, tone, emotion, pacing, and other signals directly from the content.
Employees get
More relevant answers
Based on who they are, what they need, and why they're asking.

Search gets smarter for your business over time.

The more Marbyl understands what your organization values, uses, and proves useful, the more valuable that intelligence layer becomes.

Unit economics

Process once. Search again and again.

Marbyl does the heavy lifting at ingestion, then lets customers search repeatedly at near-zero incremental AI cost.

Most AI search tools trigger costly token spend on every query. Marbyl does not.
Predictable spend. Better scaling economics.

Because that structure persists, every additional file and useful interaction can increase the value of the customer's intelligence layer — without re-processing the underlying archive.

We're onboarding a small number of pilot partners.

The core system is working. The next phase is about proving it with partners, usage, and outcomes. If your organization is sitting on valuable audio or video that is difficult to search and reuse, we'd love to show you Marbyl.

Get in touch
Private MVP live
Pilot onboarding underway
Built for secure enterprise deployment
2 U.S. patents issued

Marbyl is built in close partnership with security specialists from day one — not bolted on after.