Donovan

Decision platform for defense operators

decisionmaking defense data analysis

Tool Information

Primary Task	Decision making
Category	business-and-finance
Sub Categories	data-analysis business-intelligence machine-learning-models
Open Source	Yes
Industry	information technology & services
Technologies	Cloudflare DNS, Gmail, Google Apps, Microsoft Office 365, CloudFlare Hosting, Digital Ocean Spaces, Atlassian Cloud, Zapier, Vercel, OneTrust, MongoDB, Remote, AI
Website Status	🟢 Active

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.

Scale AI is a San Francisco-based artificial intelligence company founded in 2016 by Alexandr Wang and Lucy Guo. The company focuses on accelerating AI development through data-centric infrastructure and managing the entire machine learning lifecycle. With approximately 900 employees, Scale AI has achieved a valuation of nearly $14 billion, supported by funding from major investors like Amazon and AMD.

The company specializes in high-quality training data generation, providing labeled datasets for various applications, including computer vision, natural language processing, and generative AI. Scale AI offers services such as data annotation, end-to-end machine learning solutions, and a specialized large language model called Defense Llama for national security applications. It has delivered over 13 billion annotations and labeled 87 million generative AI data points, serving leading enterprises and government agencies across multiple industries.

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

Frequently Asked Questions

1. What capabilities does Donovan provide in terms of decision making for defense operators?

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.

2. How does Donovan assist in planning and executing actions?

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.

3. What kind of data does Donovan process and synthesize?

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.

4. What are the requirements for using the trial version of Donovan?

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.

5. Can Donovan handle both classified and unclassified datasets?

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.

6. What are some of the preloaded datasets provided by Donovan?

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.

7. What kind of training is required for government users to use Donovan?

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.

8. What are the terms and conditions associated with Scale AI Donovan usage?

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.

9. How can Donovan help in exploring technical reports on emerging technologies from China?

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.

10. In what ways does Donovan assist in understanding counternarcotics operations?

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.

11. What support does Donovan offer to government data at the CUI level?

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.

12. What kind of reports can Donovan help translate and analyze?

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.

13. How does Donovan assist with cloud environment management 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.

14. Can Donovan be used to access public assessments of Chinese military capabilities?

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.

15. How quickly can operations be carried out using Donovan as compared to traditional methods?

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.

16. How does Donovan integrate with existing government systems?

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.

17. How secure is Donovan for processing sensitive defense information?

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.

18. How can Donovan support analysis of technical research documents in Mandarin?

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.

19. What are the options for customizing Donovan according to specific agency requirements?

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.

20. How does Donovan maintain traceability and transparency in its operations?

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.