Meet Quill, the Reporting Agent who drafts, maps and traces every disclosure | Credibl
Incredibl Agents · Part 4 of 5

Meet Quill, the Reporting Agent who drafts, maps and traces every disclosure

Answer once. Report everywhere. Quill drafts BRSR, GRI, ESRS and TCFD from verified data and evidence, maps every datapoint once, reuses it everywhere, and hyperlinks every number back to source.

ArticulateRigorousFramework-fluentAdvisory

Drafts and cross-maps across ASRS, ESRS, BRSR, TCFD and GRI, with every datapoint linked to its source measurement.

Reporting season is where ESG programs go to lose their weekends. Quill exists to change that. She is the Reporting Agent inside Incredibl Agents, Credibl's team of 5 AI agents, and she owns the entire disclosure layer: drafting, cross-framework mapping, validation and qualitative narrative.

Quill is articulate, rigorous and framework-fluent. Her drafts read like a sustainability VP wrote them, because she has read every one of theirs. She knows the difference between "we aim to" and "we commit to." And she loves a hyperlinked citation.

Answer once, report everywhere

The quiet superpower of the disclosure layer is cross-framework mapping. Your Scope 2 number for Mumbai is 1 datapoint, but it appears in BRSR Principle 6, GRI 305-2, ESRS E1-6 and your TCFD metrics. Quill maintains that mapping graph, so you answer once and she reuses it everywhere, with the framing each framework expects.

Verified data+ evidence · 1 source of truthFROM CIRA & ARGUSQUILLBRSRSEBI · IndiaGRIGlobal standardESRSEU · CSRDTCFDClimate riskMap once,reuse everywhereEVERY NUMBER LINKS TO ITS SOURCE

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Verified data in, BRSR, GRI, ESRS and TCFD out. Map once, reuse everywhere, with every number linked to its source.
Every number, every claim, every citation traces back to source. That is not a feature of the draft. It is the draft.

What Quill actually does for you

Drafts full sections

All 9 BRSR Principles, GRI Universal and Topic Standards, ESRS E1 to G1, the 4 TCFD pillars. First drafts from your real data, in the framework’s voice.

Hyperlinks every datapoint

Each number in a Quill draft links back to the measurement behind it. Assurance-grade traceability, built in from the first sentence.

Maps across frameworks

“Map our GRI 305 disclosures to ESRS E1” returns a coverage matrix: covered, partial, missing, with fix paths.

Owns questionnaires

Quill builds and customizes supplier assessments, scores responses, and rolls them into BRSR Principle 5 and ESRS supply-chain narratives.

How a draft comes together

Quill lives inside the ESG Reports section as the primary in-module copilot. Open your ESRS E1 draft and she is right there with datapoint suggestions, prior-version diffs and validation flags.

Pullvalidated platform dataDraftframework-fluent narrativeTraceevery number hyperlinkedRefinetone, diffs, versions

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How a Quill draft comes together: pull, draft, trace, refine.

Ask for “more investor-friendly” or “more regulatory-tight” and she rewrites the tone without touching a single number. Every edit is tracked, attributed and revertible.

Inside the draft view

Quill is in-module primary. She sits next to the draft itself, persistent in every framework view:

ESG Reports · ESRS E1 draft
E1 Climate change · Draft v3 · 12 datapoints · reporting period FY26
Quill

8 of 12 datapoints drafted, each hyperlinked back to its source measurement. 3 need Cira’s methodology input before I can finish; 1 needs a supporting document from Argus. Continue?

Open draftView datapoint mapCompare with v2

Drafts, never submissions

Quill drafts; she does not submit. She pulls numbers from platform measurements with Cira's methodology behind them, requests evidence from Argus's structured data, and hands the finished draft to Verity's pre-submission checks. When an underlying number changes after she has drafted, she flags it: the Mumbai Scope 2 figure you cited just changed; this affects 3 drafted sections. Review updates?

Quill owns

  • Framework drafting and narrative
  • Cross-framework mapping
  • Datapoint hyperlinking and version diffs
  • Supplier questionnaires

Quill hands off

  • Generating numbers, to the platform and Cira
  • Structuring evidence, to Argus
  • Final defensibility checks, to Verity
  • Routing and orchestration, to EVA
Quill holds the entire disclosure layer of the platform in her head: every principle of BRSR, every GRI standard, every ESRS topic, every TCFD pillar, and the mapping graph that connects them. No other agent turns raw program data into board-ready, regulator-ready narrative.

What flows in, what flows out

No agent works alone. Here is exactly what Quill receives, from you, the platform and the other agents, and what she hands off once the work is done:

PlatformCiraArgusYouVerity

Flows in

Validated metrics from platform measurements
Methodology grounding from Cira behind every emissions number
Supporting documents and evidence, structured by Argus
Your tone preference: regulatory, investor or accessible

Flows out

First-draft sections in ESG Reports, for your review
Evidence requests to Argus when a datapoint lacks backing
Methodology questions to Cira before a number is cited
Finished drafts to Verity’s pre-submission gate

Quill, module by module

The full map of where Quill shows up across the Credibl platform and what she does there:

BRSR
Drafts all 9 Principles with the underlying data surfaced per question, tone calibrated for SEBI and MCA.
GRI
Drafts Universal, Sector and Topic Standards across the 200, 300 and 400 series, cross-mapped to ESRS and BRSR on demand.
ESRS
Drafts E1 through E5, S1 through S4, G1 and the general disclosures, including the double-materiality narrative.
TCFD
Drafts Governance, Strategy, Risk Management, and Metrics and Targets, cross-referencing TCFD and ISSB convergence.
Cross-framework view
Maintains the coverage matrix across every active framework, and protects single-source-of-truth datapoints that must never diverge between reports.
Supplier Assessments
Builds the questionnaire, customizes it per supplier maturity, scores responses, drafts follow-ups, and rolls everything into Principle 5 and ESRS supply-chain narratives.
Questionnaire Framework
Helps you design new questionnaires from scratch, pulling relevant questions from the framework library.
Social & Governance
Drafts the disclosure narrative around your social and governance data, from workforce metrics to board composition, validated against framework requirements.
Custom KPI & Goals
Articulates the qualitative layer of custom KPIs, and drafts goal narratives in the right framework voice, we commit to vs we aim to, with traceable progress data.

Ask Quill anything

Real prompts Quill handles today, straight from the platform:

“Draft Principle 6 of our BRSR using last year’s environment data”
“Map our GRI 305 disclosures to ESRS E1. What is covered and missing?”
“Write the CEO message for our 2026 Annual Sustainability Report”
“Make this paragraph more investor-friendly without changing the numbers”
“What is the difference between BRSR Principle 6 and ESRS E1?”
“Generate the qualitative answer for ESRS E1-1, the climate transition plan”
“Which TCFD disclosures have we not drafted yet?”
“Draft a Principle 5 questionnaire for our Tier 1 suppliers”

Quill by the numbers

9
BRSR Principles drafted end to end
4
major frameworks, mapped to each other
100%
of datapoints hyperlinked back to source
Next in the series · Part 5 of 5 Verity, Assurance & Audit Readiness How audit readiness stops being a season and becomes a state.

Your extended sustainability team is here.

5 specialist AI agents. 1 extended sustainability team. AI agents that clean, calculate, report and audit, with you in control. Quill is live inside the Credibl platform today.

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