Goodheart Labs

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Pioneering AI Infused Decision Making Tools

We build platforms that combine human insight, decision mechanisms and artificial intelligence

Our Innovation Portfolio

From rapid polling tools to market aggregators, our projects demonstrate practical applications of AI in decision making.

Viewpoints

production

A community mediation tool that enables rapid consensus building through AI-powered polling. Create polls in minutes, gather insights instantly, and understand where your community stands on important issues.

Key Capabilities

  • AI-powered poll creation
  • 2-minute setup time
  • QR code sharing
  • Anonymous responses
  • Real-time results
  • Statement-based polling
  • Tinder-style swipe responses
  • 4-tier response system (agree/disagree/don't know/badly framed)

Project Metrics

Active Since
Since December 2023

Finding Consensus

production

A platform for visualizing and exploring expert perspectives on critical AI policy questions, focusing on legislation like SB-1047 and its implications for AI development.

Key Capabilities

  • Expert opinion aggregation
  • Interactive visualization
  • Topic-based navigation
  • Links to quotes

Project Metrics

Active Since
Since 2024
Finding Consensus screenshot
Finding Consensus screenshot

Is This True?

beta

An AI-powered browser extension that makes fact-checking as simple as right-clicking. Get instant context and verification for any statement you encounter online.

Key Capabilities

  • One-click fact checking
  • Chrome extension
  • Source-backed responses using Perplexity
  • Works on any webpage

Project Metrics

Active Since
Since April 2025

Bird Flu Risk Dashboard

production

A comprehensive risk assessment tool that aggregates predictions from multiple markets to provide a unified view of bird flu risks and trends.

Key Capabilities

  • Multi-market data aggregation
  • Real-time risk assessment
  • Trend visualization
  • Combined risk index
  • Historical data tracking

Project Metrics

Active Since
Since January 2025

AGI Timeline Dashboard

prototype

A prototype dashboard that combines various prediction markets and forecasts to create a consolidated view of AGI development timelines.

Key Capabilities

  • Multiple forecast integration
  • Timeline visualization
  • Prediction market aggregation
  • Trend analysis
  • Historical tracking

Project Metrics

Active Since
Since 2025
AGI Timeline Dashboard screenshot
AGI Timeline Dashboard screenshot

LLM Comparison Tool

prototype

A specialized tool for comparing language model outputs, built for educational organizations in Sub-Saharan Africa. Enables side-by-side comparison of lesson plan generation capabilities.

Key Capabilities

  • Side-by-side LLM comparison
  • User voting interface
  • Optimised for users in Sub-Saharan Africa

Project Metrics

Active Since
Since 2025
LLM Comparison Tool screenshot
LLM Comparison Tool screenshot
LLM Comparison Tool screenshot

Let's Build the Future of Forecasting Together

Schedule a call to discuss how our AI-powered tools can enhance your decision-making processes and create impact at scale.

Book a Strategy Call
  • Discuss your specific forecasting needs and challenges
  • Explore our suite of AI-powered decision-making tools
  • Learn how we can customize solutions for your organization