Use Cases
Last Updated: 2025-12-03
How Diverse Teams Use Koi to Drive Climate Impact
Koi delivers standardized, transparent, and scientifically-grounded avoided emissions analyses to help organizations make informed decisions about climate solutions. Whether you're evaluating investments, developing new technologies, advising clients, or reporting on portfolio performance, Koi provides the data infrastructure and analytical tools you need.
Koi serves diverse stakeholders across the climate ecosystem. Below you'll find specific use cases tailored to each customer profile. For additional examples and case studies, visit our Case Studies and Contributions page.
Explore below for more detail on specific customer use cases.
Asset Owners
Pension funds, sovereign wealth funds, family offices, and endowments using Koi for ESG mandates and net-zero alignment.
Asset Managers
VC, PE, and multi-asset managers using Koi for investment diligence and portfolio impact reporting.
Innovators
Climate tech startups, R&D teams, and product developers using Koi for market prioritization and investor communication.
Service Providers
Sustainability consultants, climate advisors, and ESG rating agencies using Koi for client impact analysis.
Data Providers
Researchers, data scientists, and tool developers using Koi for climate tech datasets and analysis.
Enterprises
Corporate sustainability teams, product development, and supply chain professionals using Koi for decarbonization.
Koi in Action
Watch how Koi enables rapid, deep analysis of complex climate solutions—this example walks through an assessment of Microbial Nitrogen-Fixing Biofertilizer, demonstrating how users can quickly understand technology mechanisms, market potential, and impact projections.
Example analysis demonstrating how Koi helps users rapidly understand complex climate solutions
Why Koi Works Across Use Cases
What makes Koi adaptable to such diverse applications?
- Standardized Methodology: Consistent, scientifically-grounded approach aligned with 12+ major frameworks (WBCSD, Project Frame, PCAF, CDP, GFANZ) enables meaningful comparisons
- Transparent Data: Every assumption, data point, and calculation is traceable and exportable with full references
- Flexible Organizational Tools: Collections, bookmarks, and nested portfolios support any organizational structure
- Comprehensive Coverage: 9,000+ climate solution models across sectors, with continuous expansion
- Rapid Modeling: Generate initial impact forecasts in minutes through AI-powered automation, refine with custom data as needed
- Scenario Capabilities: Model multiple futures and sensitivities to understand key uncertainties and their impact on outcomes
Whether you're a single user or a large organization, Koi scales to meet your climate impact analysis needs.
Have a use case we haven't covered? Climate is evolving rapidly, and so is Koi. Share your feedback to help shape our roadmap, or contact us to discuss custom applications.