Tool Information
Donovan is an AI-powered decision platform specifically designed for defense operators. The tool aims to assist operators in understanding, planning, and taking actions within minutes instead of weeks. Donovan leverages AI technology to process and synthesize extensive structured and unstructured data. It enables government users to make sense of real-world data efficiently using simple natural language.The platform offers a trial version exclusively for verified U.S. government employees. During the trial, users can search a sample of pre-loaded open-source national security and government data sets using Scale's platform. Donovan requires no training for government users to utilize its search capabilities. The tool can handle classified or unclassified network datasets, providing users with a glimpse into the experience of applying Scale's technology to their own custom datasets.Furthermore, Donovan offers several preloaded data sets for users to explore. These include technical reports on emerging technologies from China, counternarcotics documents related to trafficking operations, technical research reports in Mandarin, cloud environment management documents, and public assessments of Chinese military capabilities from various authoritative sources.The terms and conditions associated with Scale AI Donovan state that access and use of the software and services are subject to the terms of Scale's Main Services Agreement. The trial is not intended for US Government production data or official purposes. Scale offers additional solutions for supporting demonstrations with Agency-specific US government data.
F.A.Q (20)
Donovan is an artificial intelligence-based decision platform that facilitates decision making for defense operators. It enables users to understand, plan, and act quickly by processing and synthesizing large volumes of structured and unstructured data. Donovan does so by using easily understood natural language and does not require any special training for use.
Donovan employs advanced AI technologies to assist defense operators in planning and executing actions. It provides a streamlined, natural language interface that enables users to quickly sift through vast amounts of data and derive actionable intelligence. This drastically speeds up the decision-making process and allows actions to be taken in minutes, rather than the weeks it might traditionally take.
Donovan processes and synthesizes both structured and unstructured data. This covers a broad range of data types and sources, including emails, intelligence reports, technical research documents, orders, satellite imagery, and more, allowing for comprehensive data analysis and decision support.
The trial version of Donovan is exclusively available for verified U.S. government employees. Users with a verified .gov or .mil email address can explore the platform for seven days after their official email address is verified.
Yes, Donovan can handle both classified and unclassified datasets. The platform has been designed with the flexibility to work on classified or unclassified networks, allowing government users to apply Scale's technology to their custom datasets without any security risk.
Donovan provides several preloaded datasets for users to explore. These datasets include technical reports on emerging technologies emanating from China, counternarcotics documents related to trafficking operations, technical research reports written in Mandarin, cloud environment management documents, and public assessments of Chinese military capabilities from various authoritative sources.
No special training is required for government users to use Donovan. The platform has been designed to be user-friendly and intuitive, with a simple natural language interface. This enables users to start using Donovan's search capabilities immediately upon access.
The use of Donovan and its associated services is governed by the terms of Scale's Main Services Agreement. The trial is intended for market research purposes and not for US Government production data or official purposes. Additionally, government users are not allowed to upload US Government Data or use the trial for official governmental purposes.
Donovan aids in exploring technical reports on emerging technologies from China by providing intelligent search capabilities. It can swiftly process and analyze these technical reports, helping users gain valuable insights into the latest developments. Donovan's advance AI can also understand and synthesize data from these reports, aiding in efficient and effective decision making.
Donovan can assist in understanding counternarcotics operations by analyzing counternarcotics documents, including commercial and federal reporting on counter-trafficking operations. The AI-powered platform can swiftly make sense of these documents, providing crucial insights to aid strategic planning and decision-making.
Donovan offers comprehensive support for U.S. government data up to the Controlled Unclassified Information (CUI) level. This includes providing demonstrations using agency-specific data, ensuring robust security and compliance with government regulations while handling and processing this sensitive data.
Donovan can assist in translating and analyzing a wide range of reports. Its proficient language processing capabilities enable translation of technical research reports, even in Mandarin, into understandable language. It facilitates quick understanding of the operational highlights from the translated documents as well as the relationships across the myriad of documents.
Donovan helps analyze cloud environment management documents by utilizing advanced AI technologies to make sense of the data contained within these documents. It not only ingests and synthesizes this data but does so at a rapid speed, enabling users to quickly understand and effectively manage their cloud environments.
Yes, Donovan has the capability to access and analyze public assessments of Chinese military capabilities. It can process unclassified assessments from various authoritative sources, offering users valuable insights into a potential adversary's military capabilities.
With Donovan, the time to understand, plan, and act can be drastically reduced to minutes, significantly faster than traditional methods that could take weeks. Donovan's efficiency lies in its ability to quickly process and synthesize large volumes of data and present clear, actionable information.
Donovan seamlessly integrates into existing government systems, be they on-premise, cloud, or hybrid networks. This makes Donovan adaptable to a broad range of technical environments, without the need for extensive modifications to existing infrastructure.
Donovan ensures high-level security while processing sensitive defense information. Access to the platform is granted only after verifying a user's official government or military email address. In addition, the tool is capable of handling both classified and unclassified datasets, ensuring full protection of sensitive information.
Donovan supports the analysis of technical research documents in Mandarin, using its advanced language processing abilities. This feature allows users to swiftly translate, review, and understand complex Mandarin-language technical research reports, further facilitating effective decision making.
The customization options for Donovan with respect to agency requirements include the ability to handle data sets on both classified and unclassified networks. Further, Donovan works with the leading commercial foundation model providers, operates on various infrastructure platforms, and supports multimodal data, making it flexible and adaptable to unique agency requirements.
Donovan maintains traceability and transparency in its operations through provision of citations for the model's answers. All responses are transparently linked to authoritative sources, ensuring users can confidently trust the information they receive and make informed decisions accordingly.
Pros and Cons
Pros
- Designed for defense operators
- Efficient real-world data synthesis
- Natural language data interpretation
- Trial version for government employees
- No training required
- Handles classified and unclassified data
- Offers preloaded data sets
- Multiple data types processing
- Can work with open-source data
- Custom dataset applicability
- Provides data analysis in minutes
- Ease of use
- Ingests structured and unstructured data
- Classified or unclassified network operable
- Supports cloud
- hybrid
- on-prem data
- Multimodal data support
- Tool can access external databases
- Operationalizes data insights
- Provides traceability with citations
- Agency-specific demonstration support
- Rapid deployment and updates
- Partners with leading model providers
- Can enhance decision making process
- Accredited by DISA IL4 and FedRAMP
- Cloud agnostic tool
- Enables data aggregation at high speed
- Accelerates course of action generation
- Provides data-driven alerts
- Translates
- reviews
- discovers document relationships
- Versatile operational applicability
- Continuous performance improvement
- Easy integration with existing infrastructure
Cons
- Exclusively for U.S. government use
- Limited trial period
- Pre-loaded datasets only in trial
- Doesn't support all data types
- No training provided
- Access restrictions for non-U.S. users
- Limited to Donovan datasets
- Not for official government purposes
- Does not handle production data
- Dependant on external data sources
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