Field Guide.
A scenario library for sustainability managers. Find the task you're working on, run the prompts in your own LLM, ship the output.
All scenarios
53 resultsCarbon Footprint: Data Analysis
You have fragmented emissions data across your operations, supply chain, and products.
Carbon Footprint: Automation
Manually collecting emissions data every month is time-consuming and error-prone.
Carbon Footprint: Stakeholder Engagement
Your carbon data is accurate, but it doesn't automatically convince your CEO, board, or employees that it matters.
Carbon Footprint: Risk Identification & Mitigation
Carbon emissions represent business risks: regulatory penalties, supply chain disruptions, customer demands, stranded assets.
Carbon Footprint: Knowledge Synthesis & Insight Generation
You have carbon data scattered across reports, emails, and spreadsheets.
Carbon Footprint: Business Model Integration & Commercialization
Carbon reduction can be more than a cost center—it can be a revenue opportunity.
Supply Chain Management: Data Analysis
Your supply chain is likely your biggest emissions source.
Supply Chain Management: Automation
Managing supplier data and engagement manually is slow and inconsistent.
Supply Chain Management: Stakeholder Engagement
Suppliers won't change unless they understand why and see value.
Supply Chain Management: Risk Identification & Mitigation
Your supply chain faces carbon-related risks: suppliers can't meet future regulations, their operations are vulnerable to climate change, or they'll demand c...
Supply Chain Management: Knowledge Synthesis & Insight Generation
You have supplier data, industry benchmarks, and past engagement attempts scattered everywhere.
Supply Chain Management: Business Model Integration & Commercialization
Your supplier engagement efforts build valuable assets: vetted low-carbon suppliers, supplier networks, carbon reduction expertise.
Supply Chain Management: Circular Economy/Resource Optimization
Linear supply chains (buy → use → dispose) are wasteful and carbon-intensive.
Supply Chain Management: Technology & Tools Integration
Managing supplier carbon data manually doesn't scale.
Product/Service Innovation: Data Analysis
Your products have carbon footprints across their lifecycle (materials, manufacturing, shipping, use, end-of-life).
Product/Service Innovation: Automation
Testing hundreds of product variations manually takes forever.
Product/Service Innovation: Stakeholder Engagement
Your customers might love a lower-carbon product—but only if they understand the value and it doesn't sacrifice what they care about (price, performance, aes...
Product/Service Innovation: Risk Identification & Mitigation
Launching a lower-carbon product comes with risks: it might underperform, customers might not pay the premium, supply chain disruptions could delay launch.
Product/Service Innovation: Knowledge Synthesis & Insight Generation
You have customer feedback, competitor analysis, market research, and technical data scattered everywhere.
Product/Service Innovation: Business Model Integration & Commercialization
A lower-carbon product is just a feature.
Product/Service Innovation: Circular Economy/Resource Optimization
Products designed for linear consumption are wasteful.
Product/Service Innovation: Technology & Tools Integration
Lower-carbon products require integrating carbon data into your product development tools (CAD, ERP, supply chain systems).
Employee Engagement & Culture: Data Analysis
Employees care about working for a sustainable company, but they need to see progress.
Employee Engagement & Culture: Automation
Engaging employees on sustainability manually (emails, in-person events) is slow and reaches only some people.
Employee Engagement & Culture: Stakeholder Engagement
Employees are both internal stakeholders and external ambassadors.
Employee Engagement & Culture: Risk Identification & Mitigation
Poorly communicated sustainability efforts backfire: employees get cynical ("greenwashing"), your company loses credibility, talent leaves.
Employee Engagement & Culture: Knowledge Synthesis & Insight Generation
You have employee surveys, participation data, feedback, and sentiment scattered everywhere.
Employee Engagement & Culture: Business Model Integration & Commercialization
Your employee sustainability initiatives can become revenue opportunities: sell carbon reduction training to other companies, create a sustainability consult...
Employee Engagement & Culture: Circular Economy/Resource Optimization
Employees can drive circular economy adoption—both at work (zero-waste offices, recycling programs, reuse) and personally.
Employee Engagement & Culture: Technology & Tools Integration
Employee engagement requires integrating data across systems: HR (who works here), sustainability platforms (progress data), collaboration tools (Slack, Team...
Reporting & Compliance: Data Analysis
Regulators and stakeholders want carbon data.
Reporting & Compliance: Automation
Manual carbon reporting takes weeks and is error-prone.
Reporting & Compliance: Stakeholder Engagement
Your carbon report is read by investors, regulators, customers, and employees.
Reporting & Compliance: Risk Identification & Mitigation
Carbon reporting carries risks: data errors, greenwashing accusations, incomplete disclosure, regulatory non-compliance.
Reporting & Compliance: Knowledge Synthesis & Insight Generation
You have years of reporting data, regulatory guidance, stakeholder questions, and peer benchmarks.
Reporting & Compliance: Business Model Integration & Commercialization
Your carbon reporting expertise becomes valuable to others.
Reporting & Compliance: Circular Economy/Resource Optimization
Circular economy impact is harder to measure and report than carbon.
Reporting & Compliance: Technology & Tools Integration
Compliance reporting requires integrating data across systems (ERP, utilities, supplier platforms, waste vendors).
Energy & Operations: Circular Economy/Resource Optimization
Building energy efficiency and circular resource use together maximizes ROI.
Supply Chain & Procurement: Circular Economy/Resource Optimization
Circular supply chains (material recovery, supplier take-back, closed loops) reduce both procurement costs and emissions.
Product Design & Innovation: Circular Economy/Resource Optimization
Circular product design (designed for disassembly, recycled inputs, take-back, refurbishment) reduces both product emissions and waste.
Employee Engagement & Culture: Circular Economy/Resource Optimization
Employees drive circular workplace adoption.
Business Strategy & Transformation: Carbon Pricing & Financial Impact
Carbon pricing (internal carbon tax, shadow pricing, carbon accounting) forces carbon costs into financial decision-making.
Business Strategy & Transformation: Competitive Advantage & Differentiation
Carbon reduction becomes a competitive advantage.
Business Strategy & Transformation: M&A & Portfolio Optimization
Carbon shapes M&A strategy.
Business Strategy & Transformation: Innovation Pipeline & R&D
Your R&D pipeline should prioritize low-carbon innovation.
Business Strategy & Transformation: Stakeholder Alignment & Governance
Carbon strategy requires alignment across board, management, investors, customers, employees.
Advanced Topics: Nature & Biodiversity Impact
Carbon is one part of environmental impact.
Advanced Topics: Scope 4 & Avoided Emissions
Scope 4 (avoided emissions from your products/services) can be your biggest impact lever.
Advanced Topics: Climate Resilience & Adaptation
While reducing emissions, companies also need to adapt to climate impacts (flooding, heat, drought, supply disruption).
Advanced Topics: Carbon Offsets & Credits Strategy
Carbon offsets help you neutralize hard-to-reduce emissions.