AI-powered decisions for defense in minutes, not weeks.
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. Help other people by letting them know if this AI was useful. Add your own prompts and outputs to help others understand how to use this AI.
When considering Donovan for integration into your organizational workflow, we recommend deploying a structured score card across three critical operational pillars: Security & Compliance, Integration Friction, and long-term Price Scalability. Rather than looking only at basic feature lists, modern procurement teams must assess how a software platform behaves under high load and how well it fits into the team's data security guidelines.
Depending on your operating region and field, ensure that Donovan supports standard security layers such as SOC 2 Type II certifications, GDPR compliance, or HIPAA-compliant database encryption. If the tool connects directly to client database tables or handles user passwords, verify that they implement multi-factor authentication (MFA), single sign-on (SSO) integrations, and end-to-end data encryption in transit and at rest.
Siloed data is the primary cause of operational friction. Evaluate if Donovan has native connectors for your current project trackers, messaging hubs, and customer communication channels. For custom developer requirements, check if they provide a fully documented REST API with reasonable rate limits, comprehensive Webhooks support, and robust SDK packages in your language. A flexible API layer saves hundreds of hours of manual copy-paste overhead.
SaaS pricing packages are often deceptively simple. When reviewing Donovan's billing structure, map out your team's projected expansion over the next 12 to 24 months. Determine how costs scale as your customer database increases or as you add team members. Factor in setup costs, mandatory support plan upgrades, API access fees, and storage overage rates to understand the true cost before committing to a contract.
By combining verified user reviews from our directory with internal workflow pilot tests, your procurement team can make an informed decision that drives productivity without creating capital waste.
Overall rating
Based on 20 reviews
Good idea on democratization of AHP based Multiple Criteria Decision Making / Analysis (MCDM / MCDA). Helping common people to get AI powered MCDA at own mobile phone, otherwise only available expencive software with enterprises.
Shashi Bhattarai
Alternative for fast academic writing
Ivan Taslim
Great! I think @AI Lawyer is the best service I've ever seen. Perfect use. Prompting helps in the work
Yuri Gerasimov
after playing around with it for a bit, i am now aware of how much i need this. i can already feel the hours of sleep coming back to me <3
Bru no no no
Great product to offload the data analytics workflow.
Pedro A Porras Luraschi
I've tried to find the exact articles via WoS, Google, or Scopus. Despite using a very advised and complicated search query, it was just a waste of time. Perplexity didn't help either. The Jenni AI, which may add useful links when generating text, finds nothing but trash. SciScape gave exactly what I needed from the first query! A couple of fresh relative articles with very exact topics!
Elijah
I joined Kin's beta program on my iPhone XR. After upgrading to an iPhone 13, I found that I couldn't log into my existing account on the new phone, forcing me to create a new account. Now, I have two separate Kin accounts on different phones. Today, when I accessed the beta version of Kin, I got a notification stating that the test version ended on Monday, September 23rd. It instructed me to back up my data and move to the official Kin app. I did as advised—backed up my data, confirmed, uninstalled the beta app via TestFlight, and installed the official Kin app. However, when I attempted to “log in”, I was still unable to access my existing account. This issue hasn't been resolved yet. I have been trying desperately to get in contact with the support team. I left feedback through the test flight app and sent emails. No response. Now trying to find a forums, Reddit posts, TAAFT comments☻
Desiree Miller
easy to pick up and you get a few free file imports. it gives you results pretty fast, unfortunately i can't find a way to get back to these, they're locked behind the paid service.
Ron Jayson
I tried NovelGPT a template in @Agentgpt and it did an excellent job writing the first two episodes of my novel complete with character descriptions, setting,plot points and well I think you get the point. Great tool can't wait to see it out of beta.
Kelli Crose
O GPT faz uma análise melhor e mais personalizada.
Vinicius Vilela
Very suprised about this tool. I like the design and the output. Looking forward to the upcoming developments
Ebel Slijp
Useful to quickly explore the content of and interconnections between research papers. Makes it a more fun process.
Jon Hasworth
This is a powerful and helpful real-life app.
Sue
I'm still testing the tool yet it looks very promising. I tested it with a 5.5k words Academic text that I had previously red. I tested the Key points feature, it does work!
Ivana González
Really amazing! Makes learning content and engaging with things so much easier!
Jamie McDonald
As the service was in beta-testing stage, I created there a dozen of AI-generated courses for free. I wanted to use them. Those courses remained in my account as they started subscription tiers. But recently I have found out that they were deleted. The support didn't answer to my e-mail at all.
Oldfag TV
Suppppeeeeerrr! Wowwww! @Mindsmith is absolutely fantastic! It is incredibly useful, easy to use, and very professional.
Claudia Scilletta
A valuable resource. I think I will be using this site quite regularly.
Slavica Voss
The idea is cool, doesn't really live up to expectations though.
Mihnea Stanila
@Choosaro makes it much easier to compare options and make decisions with more clarity. I like that it gives structured analysis, scores, reasoning, strengths and weaknesses, and a clear recommendation instead of a generic AI answer. Very useful for reducing overthinking and choosing the best option faster.
Olivia Grace
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