GHG accounting is full of judgment calls that look small and compound fast. Which factor database? Which vintage? Location-based or market-based? Spend-based or activity-based for Scope 3 Category 1? Cira is the GHG Agent inside Incredibl Agents, Credibl's team of 5 AI agents, and these calls are exactly her territory.
Cira is precise, scientific and generous with explanations. She cites her sources, every time, and she is careful never to overstate. Think of her as the climate scientist sitting next to you while the platform works.
The platform calculates. Cira grounds the methodology.
Credibl calculates emissions deterministically through its calculation engine, using your activity data, emission factors and SOP-driven logic. Cira never replaces that math. Her job is everything around it: selecting the right emission factor from the Emission Hub, guiding the methodology choice, and explaining the result in language a board can follow.
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What Cira actually does for you
Recommends emission factors
From EXIOBASE, GLEC, BEIS and beyond, Cira matches the factor to your activity, geography and period, and tells you why.
Guides methodology
Spend-based vs activity-based, location vs market, emission-factor vs process-based. Cira lays out the trade-offs before you commit.
Advises on goals
She proposes SBTi-aligned targets, validates yours against the criteria, and narrates progress with leading indicators.
Explains the movement
“Q2 jumped 18% because the Maharashtra grid factor updated, 2 new facilities entered scope, and seasonal load.” Plain language, every driver named.
Scope by scope
Cira lives inside the Emissions, Water, Waste and Air modules as a copilot, with guidance tuned to each scope:
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Scope 3 is where she carries the most weight: category-specific guidance across all 15 categories, and a clear view of where activity data would materially improve on spend-based estimates.
Inside the calculator
Cira is in-module primary. You meet her inside the calculator, before the calculation runs, not in a chat window:
Forward-looking, not just backward-counting
Cira also owns the climate side of what comes next. The platform simulates scenarios; Cira interprets them. She ranks reduction levers by impact, cost and feasibility, forecasts your business-as-usual trajectory against targets, and tells you when a 2030 goal is not on an SBTi-aligned pathway, with concrete options to fix it.
Cira owns
- Emission factor selection and grounding
- Methodology guidance, all scopes
- SBTi goal advisory and scenario interpretation
- Plain-language explanation of results
Cira hands off
- Running calculations, to the platform
- Data cleaning and mapping, to Argus
- Disclosure drafting, to Quill
- Assurance validation, to Verity
What flows in, what flows out
No agent works alone. Here is exactly what Cira receives, from you, the platform and the other agents, and what she hands off once the work is done:
Flows in
Flows out
Cira, module by module
The full map of where Cira shows up across the Credibl platform and what she does there:
Ask Cira anything
Real prompts Cira handles today, straight from the platform:
Cira by the numbers
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. Cira is live inside the Credibl platform today.
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