cQuenced · Structured Video Intelligence

Unlock the value of video you've already paid for.

Discover. Score. Map. Deliver.

The Mission

The average enterprise library holds more finished content than anyone has cut from it. cQuenced finds the clips that are already ready to ship — no new shoots, no new interviews, no new agency. The video you've already paid for is the highest-leverage dollar in your media plan.

Pharma Health Finance Consumer Non-Profit

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The Problem

The bottleneck isn't production. It's activation.

Brand teams spend millions creating, reviewing, and approving video content. Most of it never gets deployed. The medium with the highest production cost has the lowest activation rate in the stack.

Production budgets grow every year. The activation budget is zero.

Your library isn't forgotten. It's un-activated.

80%

of approved brand content is rarely or never used in the field.

Source

Primary Source

Veeva Systems. (2025). Veeva Pulse Field Trends Report, 1Q25.

Veeva Pulse aggregates anonymized activity data from pharmaceutical field teams using Veeva CRM, measuring how approved content actually performs in the field — not just what gets created.

The Engine

Four steps to unlock the value of your existing library.

Same process for every engagement. Different weights for every brand. Every clip scored with both transcript analysis and visual frame detection.

Step 01

Discover

The engine watches your footage and finds the moments your team would miss. Automatic segmentation, keyframe-aligned boundaries, clean audio transitions.

Step 02

Score

Each moment rated zero to five across six dimensions. Hook strength, standalone clarity, speaker quality, sentiment, platform fit, and completeness.

Step 03

Map

Scored moments placed against the buyer's journey, a curriculum, or your content strategy. Gaps identified. Evidence for every placement.

Step 04

Deliver

Branded renders in four formats with platform-specific captions, hooks, and CTAs. Or clean clips and an API. Your call.

The Output

Your content map, scored and placed.

Tier 1 (Score ≥ 4.0)

Tier 2 (Score 3.0–4.0)

Social only

The Opening Question

Sr. Director4.8 ◆

Market Context

Industry Analyst3.5 ◆

Disruption and Fear

Sr. Director4.2 ◆

The Four Signals That Actually Matter

Research Lead4.8 ◆

The Misconception Everyone Has

Expert Panel3.8 ◆

Why Timing Matters More Than Budget

Strategy Director4.5 ◆

The Competitor Landscape

Industry Analyst3.2 ◆

The Benchmark Nobody Hits

Research Lead4.0 ◆

Customer Story

Case Study4.6 ◆

By the Numbers

Performance Lead3.9 ◆

The One Slide That Changes Minds

Account Director4.1 ◆

Next Steps

Brand Lead3.4 ◆

The Differentiator

Nine strategy levers. Every default is data-backed.

Every default is set from category research, platform benchmarks, and your source footage. Every default is explainable. Every choice is yours to change.

1

GoalWhat the video is supposed to do

2

AudienceWho you are actually talking to

3

PlatformWhere the audience already watches

4

FormatShort, long, vertical, horizontal

5

ToneHow it should feel to watch

6

HookThe first three seconds

7

CadenceHow often, on what rhythm

8

Call to actionWhat happens after the watch

9

DistributionOrganic, paid, owned, earned

Live Demo

31 pharmaceutical brands. Monitored continuously.

The compliance panel scores every branded pharma video ad against a 12-dimension regulatory framework trained on FDA warning letters and untitled letters. Each brand gets a risk tier, a dimension breakdown, and an alert when something changes.

No manual review. No quarterly audits. The engine watches the portfolio and flags what needs attention before the FDA does.

Explore the compliance panel Or drill into a single brand →

31

Brands monitored

12

Compliance dimensions scored

Live

Continuous monitoring

What it does

Portfolio-level compliance risk, updated automatically.

Risk tiersAt Risk / Caution / Lower Risk
Per-brand alertsDrill into any brand
Trained on35 FDA enforcement letters

Client Work

11 social-ready clips. From content they already owned.

MaineHealth had years of recruitment and community health videos sitting in a drive. We indexed the library, scored every moment, and surfaced 11 clips ready for social distribution.

No new shoots. No new interviews. Just the library they already owned, re-scored for social platforms and delivered as a four-week content calendar.

Explore the MaineHealth audit

What we found

Hidden recruitment moments in an existing library.

Source footageExisting library
Moments surfaced17 scored, 11 produced
Output4-week content calendar
New shoots requiredZero

How We Work

One engagement. One ranked library. One conversation.

We've run this engine across pharma, healthcare, law enforcement, media, and consumer brands. The process is the same every time.

Week 01 · Index

Your library becomes searchable.

You send videos. We index every frame and transcribe every word, aligned to your strategy, your audience, and your platform.

Week 02 · Score

Every moment gets a number and a reason.

You see scores across the six dimensions, the reasoning behind each one, and receipts for every claim we make. Nothing is generated. Everything is traced.

Week 03 · Deliver

Clean clips, branded renders, or an API.

Delivered to whichever tool your team already lives in. Asana, Frame.io, Google Drive, a shared workspace, or straight into your DAM.

Next Steps