Redshred
Redshred improves readiness by using AI to enable digital transformation of documents into data for maintenance, sustainment, and operations.
Why it mattersRedshred converts unstructured data so you can treat documents as a database. The Redshred Platform is based on patent and patent-pending technologies that recognize a combination of layout geography, segmentation and the ability to prioritize and use the best-of-breed COTS, open source or custom ML models, rather than a single model Currently, systems engineers, developers and data scientists are slowed down by the need for structured and queryable ”knowledge packets” that derive from unstructured data. In many cases, this work is performed manually, requires manual annotation or manual QA. The benefit to warfighter is the time it saves to perform this necessary transformation work while reducing the manhours needed. Redshred is working with partners in the XR and digital twin domains, who need to this raw data to be ready from day 1. It's technology development stems from DoD and DARPA SBIRs that support data transformation for maintenance and sustainment use cases.
About
Problem
In 2025 mission capable rates for aircraft fell to their lowest in recent memory: 62% A surprising contributor to this was paper. Not even physical paper, but its digital counterparts like PDFs. Despite being digital, the knowledge in the diagrams, tables, charts and instructions within are still not easily accessible from software systems.
Solution
Redshred provides an API-first document AI platform for digital transformation and data readiness. that lets you dial in exactly what you need from these documents and turn it into the structured data you need to power downstream applications. Redshred lets you treat your documents as a database.
Field Validation
Commercial customers; Air Mobility Command; DAF Rapid Sustainment Office; USMC PM AAA; Navy FRCSW Technology Maturity (TRL): TRL 7+
Strategic Advantage
Patents and patents pending; subject matter expertise in aviation maintenance.
Go-to-Market
SBIRs including AFWERX, DARPA, Navy, and Army and is on the RO-MAC IDIQ and Tradewinds.
Dual-Use Potential
Commercial MRO and engineering; digital transformation across an array of industries
Team
Redshred's founders have run multiple businesses and have a diverse past including prior startup engineering experience at Sourcefire. Team includes multiple PhDs, software engineers, and data scientists as well as maintenance subject matter experts.
Primary User
Maintainers and engineers.
Problem
Redshred improves readiness by using AI to enable digital transformation of documents into data for maintenance, sustainment, and operations.