Introducing Adarga’s report generation tool: blending AI efficiency with human oversight 

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23 Jan 2025
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Introducing Adarga’s report generation tool: blending AI efficiency with human oversight 

As specialists in information intelligence for defence and global security, we listen intently to the data challenges faced by organisations in these sectors. Combining our subject matter expertise and world-class data science capabilities, we build solutions to these challenges that drive data analysis efficiencies, and increase the quality of analysis outputs. 

Our new report generation tool is one such example.

     

What is Adarga’s report generation tool? 

‘Report Builder’ enables users to more seamlessly generate their analysis reports, with automations that accelerate their workflows and maximise insights from their search and discovery efforts. 

Importantly, it provides a distinct and enforced "human-in-the-loop" process which ensures AI efficiency is underpinned by human oversight at all times. This is a vital feature for the high-stakes environments in which our customers operate. 

It’s powered by Adarga’s proprietary GenAI and machine learning capabilities, and was developed in Adarga’s AI accelerator, Vanguard, following strong stakeholder demand signals to address core challenges they face with laborious report generation processes.

       

Where is Adarga’s report generation tool available? 

1. Report Builder is now available in Adarga Vantage, our data analysis product.  

Vantage enables analysts and planners to interrogate millions of data sources, in different languages, at speed. This includes in-house and open-source data, providing a rich and contextualised picture of information for the highest quality of analysis. Analysts conduct research and analyses using Adarga Vantage before interpreting and summarising their findings into reports. 

2. Report Builder is also available as a stand-alone tool that can be developed for organisations’ specific needs. 

    

Key features of Report Builder in Adarga Vantage 

  • Seamless Summarisation: Users can create summaries using Adarga's specialist AI-driven summarisation capabilities; manual input; or a hybrid of the two, ensuring full human control over the content. 
  • Collaboration: Users can collaborate on reports by pinning insights, summaries and documents to a shared workspace that can be seamlessly integrated into the report at the click of a button. 
  • Customisable Reports: Users can choose how to tailor reports with executive summaries, content lists, and source citations. 
  • Human Verification: The distinct and enforced "human-in-the-loop" process maintains accountability by blending AI efficiency with human oversight. 
  • Download: Reports are produced in editable Word format for easy further editing. 

In the below video, we see a real-world example of an analyst authoring a report on North Korean Troops in Ukraine.

An intuitive experience has been designed for Report Builder, based on feedback from users. It follows a natural workflow after an analyst has conducted their initial search and investigations and collated their findings into the Vantage workspace.  

The analyst will typically follow this workflow: 

1. Customise elements like executive summaries, references, or titles. 

2. Select content from workspace sections. 

3. Generate the report. 

4. Preview, verify, and edit using our human-in-the-loop verification process—an approach that enhances accuracy while empowering users to stay in control. 

    

Why it matters 

With Adarga's focus on human-machine teaming, Report Builder bridges the gap between AI automation and expert oversight. This ensures the quality, reliability, and accountability of every report. 

Analysts can export their completed reports in Word format and manage all their projects with ease. With the first version of Report Builder, available now, we are laying the foundation for future templates and advanced capabilities. 

What our customers are saying 

I’m very much a sceptic when it comes to using LLMs and applying them to make reports, but I have been pleasantly surprised by the accuracy and quality of the reports I have generated - Senior Intelligence Analyst from a Commercial Intelligence firm. 

    

Learn more about Report Builder in Adarga Vantage 

Report Builder enhances a user's ability to rapidly create reports. Not only does it significantly reduce the amount of time taken to produce the report, it helps analysts by simplifying the process into a structured workflow, which in turn helps them to produce higher-quality outputs.  

To find out more about our customers, please visit the case studies area of our website, where you can read about how 14North and UK Strategic Command use Vantage to better understand geopolitical risks and threats at a tactical, operational, and strategic level.

We have outlined some examples of customer applications of Vantage below:  

  • Augmenting intelligence analysis  
  • Analysing threats   
  • Enriching security and risk assessments  
  • Enhancing scenario planning  
  • Accelerating policy research  
  • Monitoring the safety of people on the ground  

To find out more, get in touch or request a demo. 

       

Learn more about Adarga's Applied AI capabilities 

As outlined above, Adarga is dedicated to addressing specific customer challenges, applying our subject matter expertise and world-class data science capabilities to the task at hand. Should you wish to hear more about our rapid innovation services, or, more specifically about developing Report Builder for your bespoke requirements, get in touch here. 

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