REDSHRED FOR UNMANNED AERIAL SYSTEMS

Technical Orders into Mission-Ready Operations

Accelerate tactical drone maintenance, counter-UAS operations, and defense training workflows with AI-powered document extraction built for military and public safety UAS fleets.

GIRA SECTION: TEXT IN PROGRESS

Transform documents from the bottleneck in your workflow to one of the gears in your pipeline with Redshred’s easily integrated start-to-finish document extraction tools.

Identifying Regions of Interest

Redshred automatically identifies regions of interest (e.g., paragraphs, warnings, images, notes, schematics, equations, etc.) on the physical layout of a document and annotates them as ‘segments’. For example, a segment might be a paragraph of textual instructions and the enrichment data might be named entities such as parts or actions from a state-of-the-art machine learning model, or troubleshooting output from an LLM, or a segment could even be the individual nodes and edges in a fault isolation tree.

Layering Extracted Information

Most documents support different and complex use cases - your extracted metadata should do the same. Perspectives in Redshred form layers of segments on a document that represent a common kind of metadata. For example, you might run the tech manuals model on your maintenance manuals to see warnings, instruction lists, diagrams, and notes. Pages will be broken down based on these these types of segments. These types of segments are a kind of “mental model” that users may have when they look at a page. Another perspective might be mentions of tools, materials and parts inside of paragraphs and lists. These document perspectives can fuel other perspectives or be exported directly.

Collaboration over All Your Documents

Redshred scales seamlessly to large quantities of documents and supports team collaboration over all uploaded documents. Groups of documents in RedShred are called collections. Each collection is a group of documents that share a common configuration and therefore their own unique layers of extracted information. Teams can rapidly create, configure, share and use specific collections for their specific needs.
Drones & Unmanned Aerial Systems (UAS) Manuals

Don't Let Static Instruction Manuals Slow You Down

Critical drone maintenance procedures, assembly instructions, and troubleshooting guides are locked in static vendor manuals and technical orders. Extracting this data for digital maintenance systems, AR-assisted assembly and repairs, or UAS training curricula requires manual processing, custom Natural Language Processing (NLP) pipelines, or extensive prompt engineering—making it slow, expensive, and inconsistent.

Redshred transforms tactical UAS technical documentation into structured digital artifacts ready for defense maintenance databases, AR/VR drone training, and field repair applications—whether you're supporting Air Force depot operations or expeditionary teams adapting procedures in the field.

Redshred Automated Extraction Pipeline

Upload drone operator manuals, define extraction targets, and export structured technical data ready for UAS training systems, defense maintenance databases, or tactical field repair applications. The process scales from single-platform documentation to fleet-wide tactical drone libraries.
1

Extract Advanced Document Metadata

2

Extract Subsection Titles

3

Extract Note & Caution Text Blocks

4

Extract Instructional Text

Document Intelligence
for Tactical UAS Operations

Redshred automates technical data workflows with API integrations and artificial intelligence, built for the entire UAS ecosystem, from Group 2 reconnaissance drones to counter-UAS system documentation.
Redshred recognizes key content regions (paragraphs, warnings, schematics, fault trees, and equations) and transforms them into structured segments enriched with AI-powered insights, like parts recognition, procedures, and safety warnings across diverse UAS technical documentation.
Intelligent Region Detection
Redshred's perspectives create customizable layers of segment types to match different use cases. Apply a technical manuals model to identify warnings, instructions, diagrams, and notes, or layer another perspective to extract tools, materials, and parts from text. Each perspective can fuel downstream analysis or export directly to your systems.
Layered Extraction Information
Redshred scales to handle large document volumes with collections, customizable groups of documents that share common configurations and extraction layers. Teams can create, configure, and share collections for specific workflows, enabling seamless collaboration across an entire fleet and ecosystem, from small tactical drones to counter-drone defense systems.
Enterprise-Scale Collaboration

Built for Mission-Critical UAS Applications

From tactical fleet maintenance to counter-UAS defense systems, Redshred delivers structured technical data where it matters most.
Defense Drone Operations

Defense Drone Operations

Maintenance documentation extraction for Group 2/3 tactical UAS fleets requiring depot and field-level repair capabilities
Public Safety & Law Enforcement Drones

Public Safety & Law Enforcement Drones

Technical data management for municipal drone infrastructure and growing public safety fleet operations
Counter-UAS Defense Systems

Counter-UAS Defense Systems

Documentation intelligence for C-UAS detection, tracking, and counter-drone neutralization platform operators
UAS Training Development

UAS Training Development

Rapid curriculum generation for drone maintenance training tuned for different operator audiences—from formal depot technicians to expeditionary repair teams
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Redshred for Aerospace & Aviation

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Guide for AI extraction with Gemini

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Guide for tech manuals perspective

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Using Redshred for AR/XR/VR

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Get Started Today

Ready to Transform Your Technical Data?