Ceptory Models

Model systems for enterprise video intelligence.

Ceptory is building around a model direction that supports retrieval, multimodal analysis, privacy workflows, and governed operational outputs from one video-native platform.

Core model direction

Perception 1.0

The model layer behind Ceptory's current enterprise video intelligence direction across search, analysis, redaction, transformation, and workflow-ready outputs.

Natural language video search
Multimodal video analysis
Privacy and redaction workflows
API-ready structured outputs

Retrieval layer

Search and Retrieval Stack

Models and indexing layers that help teams find scenes, actions, speakers, and event sequences inside large video libraries without brittle manual tagging.

Speech and scene-aware retrieval
Time-based search results
Operationally useful recall across archives

Reasoning layer

Analysis and Review Stack

A multimodal analysis layer used to generate summaries, reports, scene notes, and governed review outputs from the same video context.

Summaries and structured review
Context-aware scene interpretation
Workflow support for enterprise teams

Action layer

Privacy and Transformation Stack

Task-specific model systems used for face anonymization, license plate blur, background workflows, and object removal in enterprise video pipelines.

Face and plate anonymization
Background replacement and cleanup
Transformation workflows from one platform surface