This is Resonate AI.
We harness the power of data to drive sustainable transformation.

this is how it works
In-depth on our methodology

What is the Reporting Quality Index (RQI)?
At Resonate AI, we are dedicated to elevating the standard of sustainability reporting through our proprietary framework, designed to align reports with best practices and stakeholder expectations.
Our framework is built on four fundamental pillars: Commitment, Comprehensibility, Consistency, and Transparency. Each pillar is underpinned by a suite of quantitative metrics that analyze various aspects of the report’s content and language.
What is Cheap Talk?
The “cheap talk” score is a metric derived from the ClimateBERT model, which helps in identifying statements or texts that might be considered as non-substantive or superficial in the context of climate-related discussions.
Essentially, this score helps to distinguish between genuinely informative content and content that may appear to be paying lip service to climate issues without substantial backing or action.


What is Sentiment Analysis?
Sentiment analysis determines the emotional tone behind a body of text, which is particularly useful for businesses aiming to understand how their communications are perceived, such as when analyzing the sentiment of annual reports.
At its core, sentiment analysis identifies positive and negative sentiments within text. By employing advanced natural language processing (NLP) techniques, we can quantify these sentiments to provide a clear depiction of the emotional undertones in reports.
Frequently Asked Questions
Resonate AI specializes in analyzing, benchmarking, and enhancing the quality of Environmental, Social, and Governance (ESG), Corporate Social Responsibility (CSR), and sustainability reports. Using advanced natural language processing (NLP) and machine learning technologies, we empower organizations to improve the transparency, effectiveness, and impact of their reporting.
Our services are designed for organizations across sectors committed to improving their ESG performance and reporting. This includes corporations aiming for better investor engagement, regulatory compliance, or sustainability leadership, as well as consultancies, auditors, and public institutions working to ensure high standards in ESG disclosures.
Resonate AI leverages cutting-edge machine learning models, trained on vast amounts of ESG data, to provide precise and actionable insights. Our benchmarking processes are aligned with global standards and best practices, ensuring that our analyses are both accurate and relevant to industry expectations.
Our unique combination of advanced NLP technology and a deep understanding of ESG frameworks sets us apart. Resonate AI doesn’t just analyze data—it benchmarks your performance against competitors, highlights areas for improvement, and provides actionable recommendations tailored to your industry. We are not just a tech company; we are a partner in your sustainability journey.
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