01
More evidence
More sources produce more screenshots, files, diagrams, images, and artifacts.
Find the visual evidence that matters.
Modern investigations can involve thousands or millions of screenshots, documents, presentations, images, and other visual artifacts.
Occlo is designed to help investigators identify, rank, and organize potentially relevant material before intensive human review—so specialist time is spent on analysis and judgment, not repetitive first-pass searching.
Built from a digital-forensics perspective for the people conducting complex investigations.
01 / THE PROBLEM
Digital evidence keeps growing. Human capacity does not.
Enterprise investigations can span endpoints, cloud storage, collaboration platforms, removable media, and exported evidence collections.
Relevant visual material can be buried inside enormous volumes of low-value content, forcing highly trained investigators into time-consuming manual review.
02
Manual review
Investigators still sort, compare, search, and evaluate evidence file by file.
03
Evidence gets buried
Sensitive assets and visual relationships disappear inside the volume.
04
Investigations slow
Search time delays decisions, containment, legal review, and response.
05
Expertise gets consumed
Specialist time is spent on repetitive first-pass review instead of analysis.
02 / THE OCCLO SYSTEM
From evidence volume to investigative signal.
Occlo combines exact-match methods with visual similarity analysis to create a ranked, investigator-facing view of potentially relevant material.
See where it fits →01
REGISTER
Protected reference assets
Organizations define visual assets that matter—such as diagrams, designs, screenshots, dashboards, or other sensitive material.
02
ANALYZE
Investigative evidence collections
Evidence is processed for exact matches, transformed copies, and visually related material across large collections.
03
PRIORITIZE
Rank and group what matters
Potentially relevant evidence rises to the top and related items are organized into reviewable visual families.
04
INVESTIGATE
Human judgment stays in control
Occlo surfaces signals. Investigators determine relevance, meaning, attribution, and action.
03 / VISUAL MATCHING
Built for the ways visual evidence changes.
The research focus extends beyond exact duplicate detection to transformations that can make sensitive material harder to find.
Exact copies
Cryptographic fingerprints provide a deterministic first layer for identical files.
9f86d081884c7d659a2feaa0c55ad015...
Cropped & resized
Evaluate transformed versions that no longer share the same file hash.
Photographed screens
Research visual similarity under perspective, glare, and screen recapture.
Visual evidence families
Group related imagery so investigators can understand evidence as a connected set rather than isolated files.
04 / APPLICATIONS
One visual-triage layer. Multiple investigative environments.
01
Enterprise security investigations
Surface sensitive or related visual material during internal security inquiries.
02
Insider-risk investigations
Support investigators examining possible misuse or movement of protected visual assets.
03
IP protection
Compare recovered evidence against proprietary designs, diagrams, and other visual crown jewels.
04
DFIR & corporate investigations
Prioritize visual evidence during incident response, forensic review, and post-event investigation.
05 / PRINCIPLE
Machine intelligence should narrow the search, not make the investigative decision.
Occlo is being designed as an investigator-facing triage layer. It surfaces potentially relevant evidence while preserving human responsibility for relevance, attribution, legal conclusions, and action.