Narrative
Credibility Index

Measure trust in sustainability reporting. Detect greenwashing risk.
Benchmark disclosure quality.

Introducing Message

Turn ESG language into a credibility score you can audit and compare.

See credibility at paragraph-level

NCI scores reports on the signals that actually make disclosures credible: transparency, coherence, alignment with frameworks, neutral tone, and evidence density. Instead of reading 200 pages, you get a structured credibility profile you can compare across companies and years.

Detect greenwashing risk without guessing intent

NCI flags credibility gaps using explainable language indicators. It helps identify where reporting is aspirational versus auditable.

Built for regulators, analysts, and sustainability teams

The index combines a clear scoring rubric with AI-assisted text analysis to support benchmarking, pre-assurance diagnostics, and research-grade evaluation of disclosure quality.

Use cases

Where NCI fits in a workflow

CSRD and ESRS readiness checks

Greenwashing risk

Comperative analysis

Audit, assurence and research

CSRD and ESRS readiness checks

Use NCI as a structured review lens to spot places where disclosures may need clearer scope, baselines, timeframes, or references to ESRS/GRI requirements.

CSRD and ESRS readiness checks

Greenwashing risk

Comperative analysis

Audit, assurence and research

CSRD and ESRS readiness checks

Use NCI as a structured review lens to spot places where disclosures may need clearer scope, baselines, timeframes, or references to ESRS/GRI requirements.

How It Works

A practical tool for the accountability

1 – Extract report narrative

Turn the report into clean, paragraph-level text so narrative sections can be assessed consistently.

2 – Score

Apply a clear rubric across dimensions like transparency, coherence, alignment, tone, and evidence to generate paragraph scores.

3 – Summarize and evaluate

Aggregate scores into section and report-level outputs that make comparisons easier while keeping a link back to the underlying text.

1 – Call

Type or speak your request, a thought, a task, a question.

2 – Awaken

The assistant weaves the answer, shaping text or insight in seconds.

3 – Embrace

Take what appears — refine it, use it, and move forward with ease.

1 – Extract report narrative

Turn the report into clean, paragraph-level text so narrative sections can be assessed consistently.

2 – Score

Apply a clear rubric across dimensions like transparency, coherence, alignment, tone, and evidence to generate paragraph scores.

3 – Summarize and evaluate

Aggregate scores into section and report-level outputs that make comparisons easier while keeping a link back to the underlying text.

Benefits

Credibility signals that can be compared, questioned, and tracked over time

Makes narratives inspectable

Scores paragraphs against defined criteria, so strengths and gaps are tied to specific text, not a vague impression.

Supports consistency across reviewers

A shared rubric and repeatable indicators help different people assess disclosures using the same yardstick.

Reduces interpretation risk

Makes it easier to separate concrete, verifiable reporting from broad commitments by scoring specific signals.

Supports due diligence and engagement

Surfaces specific passages that may warrant follow-up questions, clarification, or requests for supporting documentation.

Fits alongside existing ESG ratings

Designed to complement performance indicators by focusing on communication quality and evidence structure, rather than replacing outcome-based measures.

Tracks disclosure shifts under regulation

Helps monitor whether narratives become more specific and evidence-linked as standards and assurance expectations evolve.

FAQ

Your questions

What is the Narrative Credibility Index (NCI)?

What would be a “good” NCI score, and how should it be interpreted?

What do I submit for “Request scoring”?

What do I receive back?

How is this different from ESG ratings?

What stage is the project in?

What is the Narrative Credibility Index (NCI)?

What would be a “good” NCI score, and how should it be interpreted?

What do I submit for “Request scoring”?

What do I receive back?

How is this different from ESG ratings?

What stage is the project in?

Explore the framework through
a scoring run

Submit a public sustainability report and receive a paragraph-level credibility profile plus a short methods note. Prototype stage. Limited scoring slots.