LuminaCore AI

Media, streaming & broadcast

Your catalog has the moment.Find it instantly.

Search across shows, films, episodes, serials and archives using natural language. LuminaCore AI returns exact, time-coded moments with source context.

Contact salesSee how it works

Library Search

Illustrative

Natural-language search across shows, films, episodes and archives

00:18:42

News Desk

News / broadcast/Interview/00:18:42

00:31:07

City of Glass

TV series/S02 / E11/00:31:07

00:07:18

The Long Road Home

Film/Feature/00:07:18

The catalog problem

Thousands of titles.Still searching one asset at a time.

Traditional media search depends on filenames, metadata, transcripts and people who remember where the footage lives.

Request

“Find every kitchen confrontation in House of Mercer about the wedding.”

Archive search trail

Episode 276

NO MATCH

houseOfMercer_S03_E276_MASTER.mxf

Episode 276

“...the family will arrive tomorrow...”

Episode 283

WRONG CONTEXT

houseOfMercer_S03_E283_PROXY.mov

Episode 283

“...we have not discussed the wedding...”

Episode 287

POSSIBLE MATCH

houseOfMercer_S03_E287_ARCHIVE.mp4

Episode 287

“...this wedding cannot happen...”

Open. Scrub. Read. Reject. Repeat.

One query

Find every kitchen confrontation in House of Mercer about the wedding.

House of Mercer

3 matching moments

Speech/On-screen text/Visual context/Entities

00:12:04

Episode 287

00:12:04

“...this wedding cannot happen...”

00:28:51

Episode 291

00:28:51

“...you knew about the wedding before we did...”

00:41:19

Episode 304

00:41:19

“...after everything that happened at the wedding...”

Open sourceReviewClipBrief

Search the catalog

Find anything inside your video library.

Search by what was said, shown, written on screen or who appeared across shows, films, episodes and archive footage.

Natural-language search

Find every scene shot in heavy rain at night.

SignalsVisual contextEntities

TV drama

City of Glass

S02 / E11/00:41:18

00:41:18

TV drama

Northline

S04 / E06/00:22:07

00:22:07

Feature film

The Long Road Home

Feature/01:07:44

01:07:44
TV dramaSerialFeature filmNewsInterviewEntertainmentArchive

Long-running series

One story can span hundreds of episodes.Search all of it at once.

Find characters, conversations and story moments across an entire series without opening episodes one by one.

House of Mercer

500+ episodes. One searchable story.

Episodes 001 through 500+

One question across the series

Find every time Claire tells Daniel she knew about the contract.

001

080

00:18:22

Episode 143

“...I knew about the contract before you signed...”

200

00:31:08

Episode 218

“...Daniel, I told you I already knew...”

300

00:09:47

Episode 366

“...the contract was never a secret to me...”

420

00:42:16

Episode 451

“...Claire said she knew. She said it again...”

500+

From discovery to delivery

Find the moment.Then put it to work.

Move from an exact source moment to clips, briefs and localized content without starting the workflow over.

Found source moment

00:38:14

Library Search

“Find the scene where the mayor faces reporters after leaving the inquiry hearing.”

City of Glass

S02 / E06/00:38:14

Open source → Clip Studio

Clip Studio

Trim the source-linked moment, set the in and out range, and prepare an export-ready clip.

Clip Studio

Illustrative interface

CityOfGlass_S02E06.mp4 / Preview, reorder, trim, and export selected moments

Export Video
4 clips1 source video0:16 totalAdd Moments

PREVIEW

HighlightFull video
38:00 - 38:04In / Out selected
Source 00:37:58 - 00:38:28Selected 00:38:11 - 00:38:19
00:37:58Selected range00:38:28

SEQUENCE

4 clips. Drag the handle to reorder. Click a clip to preview.

1

CityOfGlass_S02E06...

38:00 - 38:04

The mayor walks through the civic lobby.

Trim
2

CityOfGlass_S02E06...

38:04 - 38:08

Cameras move into frame as he approaches.

Trim
3

CityOfGlass_S02E06...

38:08 - 38:12

A photographer documents the arrival.

Trim
4

CityOfGlass_S02E06...

38:14 - 38:18

Reporters surround him with phones and cameras.

Trim

Activated outputs

Put more of your existing catalog back into active use.

City of Glass

Promo

Editorial / promo cut

City of Glass / S02 E06 / 00:38:14

Editorial

Editorial sequence

9:16

Social

Vertical cut

ARCHIVE PACKAGE

CITY OF GLASS

S02 / E06 / 00:38:14

Scene: Lobby press scrum

Archive package

Metadata / archival package

Localize

Move the same asset into localized subtitle delivery for additional markets.

Localized delivery

Illustrative interface

CityOfGlass_S02E06.mp4

PREVIEW

38:14 / 42:06

The inquiry deserves a public answer.

SUBTITLES

ENESFRDEJA
SRTVTTJSON

Synchronized captions. Same timing across outputs.

38:11

The inquiry deserves a public answer.

38:14

The inquiry deserves a public answer.

38:17

Reporters close in with phones and cameras.

38:20

He answers questions as the scrum tightens.

Original / EnglishSpanishFrenchGermanJapanese

Brief

A concise review surface from the same source moment.

Briefs

Illustrative interface
00:38:14

City of Glass

S02 / E06 / 00:38:14

The mayor is stopped by reporters in the civic lobby after leaving the inquiry hearing, answering questions on camera.

Open source

Archive & editorial

Your archive already has the story.Bring it back into use.

Search years of broadcasts, interviews and program footage by meaning. Then jump directly to the exact source moment.

One editorial question across the archive

2017

00:14:22

THE LAST SHOWING

Production interview

2017-03-14 / Archive_1194

2019

00:08:41

FESTIVAL DESK

Director interview

2019-09-18 / Archive_2841

2023

00:21:06

LATE CALL

Retrospective

2023-11-02 / Archive_4518

2026

00:12:55

ARCHIVE SPECIAL

10 years later

2026-01-22 / Archive_6203

00:08:41

Source verification

2019 / FESTIVAL DESK

“...we actually filmed the ending three different ways before choosing the final version.”

Exact source momentOpen source

Selected sources

201720192023

3 source moments selected / editorial package

Video intelligence for media & entertainment

Purpose-built intelligence for video.Not a generic AI wrapper.

LuminaCore AI understands stories, characters, scenes, dialogue, visual context, entities and structure across recorded catalogs and continuous video - then makes every relevant moment searchable, verifiable and usable.

01 / Ingest

On-Prem, Secure, Multimodal

Bring every source into a customer-controlled environment. LuminaCore AI ingests video, audio and text / metadata without forcing media teams into a new content workflow.

All video signals ? one time-aligned record

Aligned at 00:22:14

Video

Audio

Text / metadata

Time-aligned video intelligence

Sources and systems

Shows / Films / Episodes / Serials / Broadcast archives / TV channels / Live events / Livestreams / Online video / MAM / DAM / CMS / archive systems

Deployment

Content can remain inside the customer-controlled environment.

Private VPC / On-premise / Controlled environments

02 / Build the Content DNA

Structure the intelligence around every moment.

DHRUV aligns what is seen, said, shown and happening across time, building a structured Content DNA that stays connected to the original video.

  1. 01/Extract signals
  2. 02/Align to time
  3. 03/Model context
  4. 04/Structure the Content DNA

THE LAST SHOWING

00:14:22 / source-aligned timeline

Current moment

Intelligence for 00:14:22

Visual

Director mid-explanation / gesture emphasis

Language

"...we changed the ending after the first screening..."

Entities

Director / ending / first screening

Story

Turning point / creative revision

Theme / mood

Process / uncertainty resolving into decision

Scene / Time

Interview mid / close framing / 00:14:22

Content DNA extraction

CONTENT DNA

Visual · Language · Entities · Story · Theme · Mood · Scenes · Time

A structured, time-aligned representation of the intelligence inside each moment.

Across the title

Story-Aware AI Models

Go beyond metadata tags. LuminaCore AI models story structure, characters, emotion, genre, pacing and topical risk across long-form media.

Content intelligence

Person / Face Search

Find people by appearance across titles, episodes and archives.

Object & Brand Detection

Detect products, logos and brand-visible moments inside the frame.

Entity Recognition

Identify named entities and recurring references across long-form content.

Topic Detection

Surface topical themes and subject matter at the moment level.

Multi-Signal Search

Combine visual action and spoken dialogue in the same query.

Genre & Theme Retrieval

Retrieve by genre, theme and editorial context beyond simple tags.

Synopsis / Brief Generation

Generate scene and program-level synopsis and brief outputs.

Language intelligence

Dialogue Search

Search spoken dialogue and return source-linked moments.

Dialogue / speech understanding

Understand spoken content in context across the timeline.

Multilingual Understanding

Interpret meaning across languages without language-bound search.

Multilingual transcription

Produce time-aligned transcription across supported languages.

Translation

Translate dialogue and speech-derived text for downstream workflows.

Cross-language search

Query in one language and retrieve matching moments across others.

Speaker context

Preserve speaker and conversational context around retrieved moments.

Story intelligence

Emotional Arc Prediction

Maps the emotional progression of a scene, episode, program or story.

Narrative Segmentation

Identifies story structure, sections, scene changes, turning points and meaningful narrative boundaries.

Character Modeling & Relationships

Tracks characters / people and the relationships and interactions between them across content.

Genre, Theme & Mood Classification

Understands genre, themes, mood and editorial context beyond simple metadata tags.

Scene Pacing Analysis

Analyzes scene rhythm, intensity and pacing across the timeline.

Compliance & Topic Detection

Identifies relevant topics, sensitive content and compliance-related signals for review workflows.

Structured intelligence → Source-linked retrieval

03 / Retrieve

Find the exact moment. Verify the source.

Because the intelligence is structured and aligned to time, SHAKTI can retrieve the exact source moment across titles, episodes, archives and continuous sources.

Search modes

Natural-language search / Semantic retrieval / Multi-signal search / Cross-title search / Cross-episode search / Archive search / Live / continuous-source search

What you get back

Ranked moments / Exact timestamps / Source frame / Source context / Transcript / Why it matched / Open source

Ranked retrieval

Where does the director explain why the ending changed?

00:14:22

Ranked moment

THE LAST SHOWING

Director interview

00:14:22

"...we changed the ending after the first screening..."

Source-linked verification

04 / Activate

Turn intelligence into workflows.

Activate the same Content DNA in LuminaCore AI features or as structured, source-linked metadata for your own systems.

LuminaCore AI features

Library Search

Natural-language search across indexed titles, episodes and archives.

Moments

Ranked, time-coded moments with source context for review.

Briefs

Scene and program-level brief outputs for editorial teams.

Clip Studio

Assemble source-linked sequences from retrieved moments.

Multilingual Delivery

Transcription, translation and cross-language activation.

Enterprise outputs

Structured metadata

Scene, entity, topic and time-coded metadata for your systems.

Reusable clips

Source-linked clip packages ready for editorial reuse.

Preview clips

Identify relevant frames and moments for preview workflows.

Editorial packages

Grouped outputs for programming, promo and operations teams.

Alerts

Signal topical or compliance-relevant moments for review.

Enterprise APIs

Connect intelligence into internal applications and services.

Downstream media workflows

Feed MAM, CMS and archive systems without relocating the library.

Structured metadata

Intelligence can be represented as structured, time-coded, source-linked metadata for downstream systems and workflows. LuminaCore AI does not automatically publish content.

Powers Metadata enrichment / Search / Discovery / Editorial workflows / Clip creation / Preview clips / Localization / Briefs / Alerts / Content operations / Enterprise APIs / Thumbnails & preview clips

DHRUV understands the video. SHAKTI turns that understanding into action.

Explore DHRUV

Live + Archive

Years of archive.The feed arriving now.One intelligence layer.

Bring recorded catalogs and selected continuous video sources into the same searchable intelligence layer - so teams can retrieve history, monitor current coverage and verify every result at the source.

  • Live events
  • TV channels
  • Livestreams
  • Online video
  • Continuous broadcast sources

Archive

Years of recorded video

2019

2021

2023

2025

2026

Show every interview where this director discussed the original ending.

  • Festival Desk

    2019 / 00:08:41

  • Late Call

    2023 / 00:12:06

  • Retrospective

    2026 / 00:03:22

Live / now

Selected continuous sources

Monitor: Northline Energy

World Desk

Market Live

Online Stream

New match

World Desk 14:32:18

...Northline Energy confirmed the acquisition this afternoon...

Years of recorded video

SHAKTI

Powered by DHRUV

Live / continuous sources

Shared outputs

SearchAlertsMomentsBriefsClipsStructured metadata

Pilot evaluation

Tested against a 12,000+ title catalog.

LuminaCore AI completed a 20-query retrieval evaluation for a global AI-media group of roughly $2B, whose catalog spans more than 12,000 titles.

8 evaluation scenarios

  1. 01Face & person search
  2. 02Genre & theme retrieval
  3. 03Multi-signal queries
  4. 04Dialogue lookup
  5. 05Playlist & highlight-reel assembly
  6. 06Brand & object detection
  7. 07Compliance screening
  8. 08Synopsis generation

Multi-signal retrieval

Visual action + spoken dialogue in the same query.

Person recognition

Fine-tuned on the group's own cast.

Test queries

20

Test queries

Time-coded results

372

Time-coded results

Median search response

~180ms

Median search response

Pilot evaluation

Immerso AIEros Innovation

Connect & deploy

Bring intelligence to the archive.Not the archive to another workflow.

Use LuminaCore AI directly or integrate enterprise video intelligence into the systems your teams already use.

Existing media systems

MAMDAMCMSVideo archiveObject storageBroadcast / editorial systems

Archive_2841 / Director interview / 00:08:41

LuminaCore AI

SHAKTI

Enterprise video intelligence platform

Powered by DHRUV

Your workflows

Library SearchEditorial workflowsClip workflowsInternal applicationsArchive / MAM searchEnterprise APIs
LuminaCore AIapplication or your own systems

Deployment

Deploy the intelligence layer where your enterprise environment requires it.

Private VPC / On-premise / Controlled environments

Your catalog is already valuable

Your catalog already has the content.Make every moment discoverable.

See how LuminaCore AI can turn your existing video library into searchable, source-linked intelligence for your teams and systems.

Contact sales