VoxCroft builds smart AI tools to help analysts do what they do best.

We design systems that automate data tools so that analysts can focus on synthesising insights. Each AI workflow and automation involves a human, resulting in more accurate findings.

Methodology

Sense & Sensemaking

Arrow, one of our flagship products, forms the center of our sense and sensemaking process. It is a critical tool that internal and external analysts and decision makers use for population-centric analytics, logistics, and security monitoring.

Intelligence methodology
Population-centric intelligence diagram
Population-centric intelligence diagram
Population-centric intelligence diagram
Population-centric intelligence diagram
Population-centric intelligence diagram
Population-centric intelligence diagram
Population-centric intelligence diagram
Population-centric intelligence diagram
Population-centric intelligence diagram
Population-centric intelligence diagram

01

Nuanced Data Collection

VoxCroft collects, translates, and delivers the most relevant and accurate information to our customers.

PRINT & BROADCAST COLLECTION
Print, radio, and television remain the most popular forms of communication. We use our tools to access these forms in challenging media markets, including community radio.

SOCIAL MEDIA COLLECTION
VoxCroft has access to all major social media platforms including Twitter, Facebook, Instagram, TikTok, and YouTube, as well as emerging sources such as Telegram, Rocket Chat, and ChirpWire.

02

Language Support

Above and beyond Arrow’s standard built-in translation, VoxCroft develops bilingual English-vernacular models with the help of our in-house linguists, subject matter experts, and technologists, including when commercial machine translation technologies are not available.

03

Continuous Automation Support

One of VoxCroft’s operational principles is to automate tasks that reduce toil. DataBox, our AI analyst tool, supports analyst teams with data science activities, as we continuously improve functionality and experience. Some automated tasks include:

  • nGrams
  • Summaries
  • Entity extraction
  • Keyword Spotting
  • Bot detection

04

Human Crowd-Verified Data

VoxCroft leverages human verification for thematic sorting of data and to condition a topic of interest as positive, negative, or neutral, understanding the nuances that machines and traditional polling would miss. Human engagement yields the highest confidence in precise, quality, and relevant data for more accurate analysis and insights.

01

Media Environment

VoxCroft analysts are experts on local media environments across the globe and hold deep knowledge of media sources, topics, and themes that drive trends.

Mass Media vs. Social Media
Mass media–like television, radio, magazines, and newspapers–often reflect elite patterns of communication and amplify opinions from the government and other powerful entities. Comparing narratives between mass media and social media gives actionable insights into the environment.

02

Sentiment Mapping

It’s critical to track events AND the dynamics of changing operating environments. Our data-driven tools provide tracking capabilities for monitoring changes in sentiment, the intensity of conversation, and sentiment themes over time. This includes the ability to filter out misinformation campaigns and bot activity.

03

Thematic Trends

Net sentiment toward a topic is only useful if you understand the drivers behind it. VoxCroft's sentiment scoring is augmented with an analysis of the themes, events, and issues shaping public opinion, sharing unique avenues for action.

04

Social Community Conversations

We map network topologies to understand how different communities in a population cluster around positive and negative sentiments. These social network graphs give insight into how information spreads and the key influencers around topics of interest.

05

Communication Strategies

At this point in VoxCroft’s tradecraft infinity knot, our analysts leverage our data around the problem. We take the insights from the media environment, sentiment, and thematic trends to create communication or intervention strategies.

06

Engage in Opportunities

Our intelligence reports succinctly narrate the environment, market forces, and fault lines impacting client interests. We map actionable opportunities and inform strategy.

Philosophy

We design systems that automate data tools so that analysts can focus on synthesizing insights.

Population-Centric Intelligence

Find out how we use tradecraft, expert human analysts, and cutting-edge AI to listen to the voice of the people.

Sense & Sensemaking Methodology

See how we use sense and sensemaking to better tell humanity’s stories.

Arrow

Detect early warning indicators of instability, terrorist violence, inflammatory rhetoric, crime, or misinformation.