OpenSustainability Analysis Framework
Open Core AI Toolkit for Advanced Sustainability Report Analysis and Research
Manual analysis doesn't scale. AI startups can't be trusted. You need control.
Why Organizations Need Advanced Sustainability Report Analysis
The Critical Challenge Every Sustainability Professional Faces
Sustainability experts spend 40+ hours analyzing a single comprehensive report. With hundreds of reports to review annually, costs spiral into six figures while quality suffers under time pressure.
Relying on black-box AI services means zero control over algorithms, data security concerns, vendor lock-in, and no guarantee of continued service or consistent quality.
Every organization has unique sustainability frameworks, compliance requirements, and analysis standards. Generic solutions can't adapt to your specific needs or integrate with existing workflows.
Your sustainability analysis must withstand scrutiny from regulators, investors, and stakeholders. You need proven methodologies backed by peer-reviewed research, not experimental AI tools.
Research-validated framework that eliminates vendor dependency while reducing costs by 90%
The Complete Solution: Control, Customization & Credibility
Everything you need for professional sustainability report analysis
Peer-Reviewed Analysis Algorithms
Credible results that withstand regulatory scrutiny. Based on ChatReport research methodology with full transparency and reproducibility.
Complete Control & Transparency
No black boxes. Full explainability with citations, evidence extraction, and gap analysis. You own and control every aspect of the analysis.
Fully Customizable Frameworks
Adapt to your unique compliance requirements and reporting standards. No vendor lock-in, no generic limitations.
Parameter Optimization
Compare different retrieval parameters and models side-by-side to find optimal configurations for your analysis needs.
Live Semantic Search
Real-time text passage discovery based on similarity matching and LLM annotation for precise information retrieval.
Greenwashing Detection
State-of-the-art fact-checking capabilities for identifying greenwashing tactics and validating sustainability claims.
Enterprise Integration Process
Research & Development
Start with open-source core tools for experimentation and validation of analysis approaches.
Custom Model Integration
Integrate custom or open models tailored to your specific sustainability analysis requirements.
Cloud Backend Deployment
Scale with high-performance cloud backend and microservices for large-scale data analysis.
Enterprise Integration
Connect via APIs, message bus, and Google Sheets integration for seamless workflow integration.
Free and customizable for research and development
Open Source Core Features
Foundation Tools for Sustainability Analysis
Upload sustainability reports to your local database for comprehensive analysis and processing.
Use validated analysis frameworks based on established sustainability reporting standards.
Choose from various OpenAI models and configure parameters for optimal performance.
Improve chunk selection and analysis quality with advanced language model annotation capabilities.
Export all analysis steps, results, and data chunks for further processing and validation.
Automatically discover sustainability reports and relevant information from company websites.
Trusted by Leading Organizations
Research institutions and industry leaders using OpenSustainability Analysis Framework
Our Collaborations
How we work together to advance sustainability analysis
We help Score4More build their API pipeline for production sustainability scoring operations using our framework.
We collaborate with LMU on extraction tools for the Sustainability Report Navigator platform and academic research initiatives.
We conduct joint research projects and develop the AI Benchmark for Sustainability Reports with UZH researchers.
Powered by state-of-the-art embeddings and similarity matching for semantic understanding
Advanced Vector Search Technology
Find and Extract Relevant Text Passages from Sustainability Reports in Realtime
Transform sustainability reports into high-dimensional vector representations that capture semantic meaning beyond simple keywords.
Find relevant information even when different terminology is used across reports, understanding context and relationships.
Understand relationships between concepts like 'carbon footprint,' 'GHG emissions,' and 'climate impact' automatically.
Get instant results as you upload and analyze new reports, reducing analysis time from hours to minutes.
Find information regardless of how it's phrased or structured with advanced similarity scoring.
Discover hidden connections between sustainability metrics and improve accuracy of assessments.
Related Research & Insights
View all posts »Explore our latest research on AI-powered sustainability analysis and framework development.
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools
AI Benchmark for Sustainability Report Analysis
Building open-source tools to benchmark AI models in sustainability report analysis, with focus on detecting greenwashing and improving transparency.
Sustainability Report Navigator: Academic Research Platform for ESRS and CSRD Analysis
Comprehensive academic research platform for sustainability report analysis and ESRS benchmarking by leading researchers.
Frequently Asked Questions
What makes this framework different from other AI analysis tools?
Our framework is built on validated research (ChatReport) with explainable AI, customizable frameworks, and open-source accessibility. It's specifically designed for sustainability report analysis with greenwashing detection capabilities.
How does the parameter optimization work?
The framework allows side-by-side comparison of different retrieval parameters, AI models, and analysis configurations to help you find the optimal setup for your specific use case and data.
Can I integrate this with my existing systems?
Yes, enterprise versions offer API integration, message bus connectivity, and Google Sheets integration. The open-source core can be customized for various integration needs.
What research validates the analysis algorithms?
The framework is based on the ChatReport research paper and has been used in studies like 'Good Guys Bad Guys'. Score4More actively uses it in production for assessment framework development, document chunking optimization, and model fine-tuning.
Is the greenwashing detection feature reliable?
Our greenwashing detection uses state-of-the-art fact-checking algorithms validated through research. However, results should always be reviewed by domain experts for critical decisions.
How can I contribute to the open-source development?
We welcome contributions from researchers and developers. Contact us to discuss collaboration opportunities, research partnerships, and ways to contribute to the framework's development.
Flexible access models for researchers, developers, and organizations
Framework Access Options
From open-source research to enterprise-grade solutions
Open Source Core
Free access to core analysis framework and research tools for academic and development use.
- PDF upload and analysis
- Preset analysis frameworks
- OpenAI model integration
- Export capabilities
- Community support
Research Partnership
Collaborate with our research team and get early access to cutting-edge features.
- Early access to new features
- Research collaboration
- Custom model integration
- Priority support
- Co-publication opportunities
Enterprise Solution
Production-grade platform with cloud backend, APIs, and enterprise integrations.
- Cloud backend integration
- Big data analysis capabilities
- API and message bus integration
- Google Sheets integration
- Dedicated support
Transform Your Sustainability Analysis
Join the research community advancing AI-powered sustainability assessment
Contact us to discuss research collaboration, enterprise deployment, or open-source contributions.
Get Involved
Ready to advance sustainability analysis research or implement enterprise solutions?