Industrial operations video intelligence
Your operations are already on video.Find the moment that matters.
Search plant, inspection, maintenance and logistics video in natural language. Return exact, time-coded operational moments linked directly to the original source.
Operational video
Maintenance video
Junction box service
Industrial video search
Illustrative operational video search
MAINTENANCE ACTIVITY LOCATED
Junction box service
Technician working with a wrench on the blue industrial junction box.
Across the operation
Every operation leaves a video record.
Make it searchable.
Facility, inspection, maintenance, field and logistics recordings can become one searchable operational video layer, connected by source, context and time.





Many operations.
One searchable video layer.
- 01Facility / plant video
- 02Inspection video
- 03Maintenance recordings
- 04Field / mobile video
- 05Vehicle / logistics video
- 06Procedure recordings
Search operational video by meaning.
Natural-language facility, maintenance and inspection video search turns recorded operations into time-coded, source-linked moments for review.
Intelligence over the video.
Not control of the industrial process.
VISUAL CONTEXT · OBJECTS · ENTITIES · SPEECH · ON-SCREEN TEXT · ACTIONS · TIME
Operational video intelligence
Ask what happened.
Go straight to the operation.
Search recorded plant, inspection, maintenance and logistics video by meaning, then return directly to the source moments that matter for operational review.
- 01Search
- 02Locate
- 03Connect
- 04Review
01 Search
Search the operation.
Describe the activity you need instead of reviewing operational recordings one by one.
Industrial video search
Illustrative operational video search
Source scope
Operations video search and maintenance video search across inspection and facility recordings.
02 Locate
Find the exact operational moment.
Return the relevant time-coded source moment linked directly to the original recording.

Exact source moment
MAINTENANCE VIDEO
0:04
Maintenance activity located
- Source
- MAINTENANCE VIDEO
- Timestamp
- 0:04
- Context
- Technician working at the battery rack during inspection activity.
VISUAL CONTEXT · OBJECTS · ACTIONS · ENTITIES · ON-SCREEN TEXT · SPEECH · TIME
Find the recorded action. Keep the original source attached.
03 Connect
Connect the activity around the operation.
Move from one exact source moment to related operational recordings and context across the available video library.
Illustrative operation path
Query
“battery rack inspection”

Exact source moment
MAINTENANCE VIDEO
0:04
Technician at battery rack

RELATED SOURCE
Inspection video

RELATED RECORDING
Facility video
RELATED SOURCE
Procedure recording
Operational review
Review-ready collection
04 Review
Bring the relevant moments into one operational review.
Collect source-linked moments for inspection review, maintenance review and downstream operational workflows.
Operational review
Illustrative
Battery rack inspection
- Exact source moment
- Maintenance Video · 0:04
- Related recordings
- 3
- Source-linked
- Yes
- Use
- Maintenance review

Maintenance Video · 0:04
Exact source moment

Inspection video
RELATED SOURCE

Facility video
RELATED RECORDING
Review outputs
Organize video for review.
Do not score the operation.
Moment sets, briefs and structured metadata keep source-linked video ready for inspection review and maintenance review.
MOMENT SET · BRIEF · SOURCE LINK · STRUCTURED METADATA · ENTERPRISE API
Video-native operational intelligence
Understand what happened
across the operation.
DHRUV aligns visual context, objects, entities, actions, speech, on-screen text, scenes and time. SHAKTI turns that understanding into searchable, source-linked operational video intelligence.
Operational video

Maintenance video
Equipment service activity
Multimodal signals
- Visual context
- Objects
- Entities
- Actions
- Speech
- On-screen text
- Scenes
- Time
Platform
Enterprise video intelligence platform
SHAKTI
DHRUV
Core
Search · Moments · Review · Briefs · Metadata · APIs
Operational workflows
- Exact source moments
- Operational review sets
- Related recordings
- Briefs
- Structured metadata
- Source-linked playback
- Enterprise APIs
Operational video

Maintenance video
Equipment service activity
Multimodal signals
- Visual context
- Objects
- Entities
- Actions
- Speech
- On-screen text
- Scenes
- Time
Platform
Enterprise video intelligence platform
SHAKTI
DHRUV
Core
Search · Moments · Review · Briefs · Metadata · APIs
Operational workflows
- Exact source moments
- Operational review sets
- Related recordings
- Briefs
- Structured metadata
- Source-linked playback
- Enterprise APIs
DHRUV understands the video.SHAKTI turns that understanding into action.
Fits your existing industrial video stack
Keep the operational systems.Add intelligence to the video.
LuminaCore AI works with the plant, inspection, maintenance and field video your organization already produces, adding search, review and source-linked intelligence without replacing the systems around it.
Video sources
- Facility / plant video
- Inspection video
- Maintenance recordings
- Field / mobile video
- Vehicle / logistics video
- Procedure recordings
Video / system context
- Video archives
- Object storage
- Existing operational systems
Works with video exported or made available by existing enterprise and operational systems.
SHAKTI
Enterprise video intelligence platform
Powered by DHRUV
Understand · Index · Search · Retrieve · Verify · Review · Brief · Structure
Operational workflows
Find
- Operational search
- Maintenance video search
- Inspection video search
Review
- Operational review
- Maintenance review
- Inspection review
- Source verification
Activate
- Briefs
- Structured metadata
- Internal applications
- Enterprise APIs
Video sources
- Facility / plant video
- Inspection video
- Maintenance recordings
- Field / mobile video
- Vehicle / logistics video
- Procedure recordings
Video / system context
- Video archives
- Object storage
- Existing operational systems
Works with video exported or made available by existing enterprise and operational systems.
SHAKTI
Enterprise video intelligence platform
Powered by DHRUV
Understand · Index · Search · Retrieve · Verify · Review · Brief · Structure
Find
- Operational search
- Maintenance video search
- Inspection video search
Review
- Operational review
- Maintenance review
- Inspection review
- Source verification
Activate
- Briefs
- Structured metadata
- Internal applications
- Enterprise APIs
LuminaCore AI works with the video your systems already produce.
Intelligence over the video. Not control of the industrial process.
Controlled deployment
Deploy where your operational video needs to stay.
Run the intelligence layer inside enterprise or customer-controlled infrastructure.
Operational video → SHAKTI / DHRUV → Search / Review / Outputs
Inside customer-controlled environment
Keep operational video inside the environment you control.
The operation is already on video
Bring the recordings.
Ask what happened.
See how LuminaCore AI can turn plant, inspection, maintenance and field video into searchable, source-linked intelligence for operational review.
Search · Locate · Verify · Review

