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Sustainability In Industry

Top 10 Best Esg Data Collection Software of 2026

Find the top ESG data collection software to simplify sustainability tracking. Compare options and get expert insights—optimize your ESG strategy today.

Disclosure: Gitnux may earn a commission through links on this page. This does not influence rankings — products are evaluated through our independent verification pipeline and ranked by verified quality metrics. Read our editorial policy →

How We Ranked These Tools

01
Feature Verification

Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.

02
Multimedia Review Aggregation

Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.

03
Synthetic User Modeling

AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.

04
Human Editorial Review

Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.

Products cannot pay for placement. Rankings reflect verified quality, not marketing spend. Read our full methodology →

How Our Scores Work

Scores are calculated across three dimensions: Features (depth and breadth of capabilities verified against official documentation across 12 evaluation criteria), Ease of Use (aggregated sentiment from written and video user reviews, weighted by recency), and Value (pricing relative to feature set and market alternatives). Each dimension is scored 1–10. The Overall score is a weighted composite: Features 40%, Ease of Use 30%, Value 30%.

As ESG accountability becomes increasingly central to organizational success, robust data collection software is essential for driving transparency, compliance, and actionable sustainability insights. With a spectrum of tools—from comprehensive enterprise platforms to AI-powered niche solutions—selecting the right one can significantly elevate ESG performance, making this curated list a critical resource for informed decision-making.

Quick Overview

  1. 1#1: Workiva - Comprehensive platform for collecting, managing, and reporting ESG data across enterprises.
  2. 2#2: Novisto - Secure ESG data collection and collaboration tool for streamlined reporting and stakeholder engagement.
  3. 3#3: Envizi by IBM - ESG data management platform that aggregates, analyzes, and visualizes sustainability metrics.
  4. 4#4: Persefoni - AI-powered carbon accounting platform for automated ESG data collection across scopes 1-3.
  5. 5#5: Sweep - Collaborative ESG platform that automates data collection for environmental and social metrics.
  6. 6#6: Greenly - Automated tool for collecting and tracking carbon emissions data for ESG compliance.
  7. 7#7: Salesforce Net Zero Cloud - Cloud-based solution for ESG data collection, sustainability planning, and reporting.
  8. 8#8: Microsoft Cloud for Sustainability - Integrated platform for collecting and managing ESG data with AI-driven insights.
  9. 9#9: SAP Sustainability Control Tower - Enterprise software for real-time ESG data collection and supply chain sustainability monitoring.
  10. 10#10: SpheraCloud - Sustainability management suite focused on ESG data collection and risk assessment.

We ranked tools based on feature depth, ease of integration, user satisfaction, data accuracy, and overall value, ensuring alignment with diverse organizational needs across industries and scales.

Comparison Table

As ESG reporting and data management become critical for businesses, this comparison table evaluates leading tools like Workiva, Novisto, Envizi by IBM, Persefoni, and Sweep, providing a clear overview of their unique capabilities. Readers will discover key features, usability insights, and ideal use cases to identify the right software for their organization’s sustainability goals.

1Workiva logo9.4/10

Comprehensive platform for collecting, managing, and reporting ESG data across enterprises.

Features
9.7/10
Ease
8.6/10
Value
8.9/10
2Novisto logo9.2/10

Secure ESG data collection and collaboration tool for streamlined reporting and stakeholder engagement.

Features
9.5/10
Ease
8.7/10
Value
8.9/10

ESG data management platform that aggregates, analyzes, and visualizes sustainability metrics.

Features
9.2/10
Ease
7.8/10
Value
8.1/10
4Persefoni logo8.7/10

AI-powered carbon accounting platform for automated ESG data collection across scopes 1-3.

Features
9.2/10
Ease
8.0/10
Value
8.0/10
5Sweep logo1.2/10

Collaborative ESG platform that automates data collection for environmental and social metrics.

Features
0.5/10
Ease
8.0/10
Value
0.5/10
6Greenly logo8.4/10

Automated tool for collecting and tracking carbon emissions data for ESG compliance.

Features
9.1/10
Ease
9.3/10
Value
7.8/10

Cloud-based solution for ESG data collection, sustainability planning, and reporting.

Features
9.1/10
Ease
7.6/10
Value
7.9/10

Integrated platform for collecting and managing ESG data with AI-driven insights.

Features
9.3/10
Ease
7.4/10
Value
8.1/10

Enterprise software for real-time ESG data collection and supply chain sustainability monitoring.

Features
9.1/10
Ease
7.4/10
Value
7.8/10
10SpheraCloud logo8.2/10

Sustainability management suite focused on ESG data collection and risk assessment.

Features
8.8/10
Ease
7.4/10
Value
7.7/10
1
Workiva logo

Workiva

enterprise

Comprehensive platform for collecting, managing, and reporting ESG data across enterprises.

Overall Rating9.4/10
Features
9.7/10
Ease of Use
8.6/10
Value
8.9/10
Standout Feature

Linked Data technology that automatically propagates updates across all reports, ensuring real-time accuracy and eliminating manual reconciliation.

Workiva is a leading cloud-based platform for connected reporting and compliance, specializing in ESG data collection, management, and disclosure. It enables organizations to aggregate data from diverse sources, automate workflows, and generate audit-ready ESG reports with full traceability. The platform supports regulatory compliance, stakeholder assurance, and integrated financial-ESG reporting, making it ideal for complex enterprise needs.

Pros

  • Robust data integration from multiple sources with automatic linking for consistency
  • Advanced audit trails and governance controls for ESG assurance
  • Scalable collaboration tools for cross-team ESG reporting workflows

Cons

  • Steep learning curve for non-enterprise users
  • High enterprise-level pricing not suited for SMBs
  • Customization can require professional services

Best For

Large enterprises and public companies requiring comprehensive, compliant ESG data collection and integrated reporting.

Pricing

Custom enterprise subscription pricing upon request, typically starting at $50,000+ annually based on users and modules.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Workivaworkiva.com
2
Novisto logo

Novisto

enterprise

Secure ESG data collection and collaboration tool for streamlined reporting and stakeholder engagement.

Overall Rating9.2/10
Features
9.5/10
Ease of Use
8.7/10
Value
8.9/10
Standout Feature

Integrated assurance marketplace that connects users directly with verified auditors for seamless data validation within the platform

Novisto is a robust ESG data management platform designed to streamline the collection, validation, and reporting of sustainability data across organizations. It supports data aggregation from internal systems, suppliers, and third parties, with built-in workflows for assurance and compliance with frameworks like CSRD, ISSB, and GRI. The platform emphasizes collaboration, enabling secure data rooms for stakeholders and automated reporting to reduce manual efforts.

Pros

  • Comprehensive data collection from diverse sources with automated validation
  • Integrated assurance workflows for third-party verification
  • Advanced analytics and customizable reporting aligned to global standards

Cons

  • Enterprise-focused pricing may be prohibitive for SMEs
  • Initial setup and learning curve for complex configurations
  • Limited integrations with niche ESG tools compared to broader platforms

Best For

Large enterprises and multinational corporations handling complex, multi-stakeholder ESG data collection and assurance processes.

Pricing

Custom enterprise pricing starting at approximately $50,000 annually, based on user count, data volume, and features; contact sales for quotes.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Novistonovisto.com
3
Envizi by IBM logo

Envizi by IBM

enterprise

ESG data management platform that aggregates, analyzes, and visualizes sustainability metrics.

Overall Rating8.7/10
Features
9.2/10
Ease of Use
7.8/10
Value
8.1/10
Standout Feature

Seamless integration with 150+ connectors for automated, real-time ESG data ingestion from disparate sources

Envizi by IBM is a robust ESG data management platform that automates the collection, validation, and analysis of sustainability metrics from diverse sources. It supports comprehensive Scope 1, 2, and 3 emissions tracking, integrates with over 150 data connectors including ERP systems and IoT devices, and enables regulatory-compliant reporting. The platform leverages AI for insights and benchmarking, helping organizations improve ESG performance and decision-making.

Pros

  • Extensive integrations with 150+ data sources for automated collection
  • AI-powered analytics and benchmarking for actionable ESG insights
  • Scalable for enterprise-level data volumes and global operations

Cons

  • Steep learning curve and complex initial setup
  • High enterprise pricing with custom quotes
  • Limited flexibility for small organizations or niche customizations

Best For

Large enterprises with complex, multi-source ESG data needs seeking automated collection and compliance reporting.

Pricing

Custom enterprise subscription pricing, typically starting at $50,000+ annually based on modules, users, and data volume.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
4
Persefoni logo

Persefoni

specialized

AI-powered carbon accounting platform for automated ESG data collection across scopes 1-3.

Overall Rating8.7/10
Features
9.2/10
Ease of Use
8.0/10
Value
8.0/10
Standout Feature

AI-powered Intelligence Engine for automated data validation and primary emission factor matching

Persefoni is an enterprise-grade carbon accounting platform specializing in ESG data collection, particularly for greenhouse gas emissions across Scopes 1, 2, and 3. It automates data ingestion from diverse sources like ERP systems, spend data, and supplier surveys, using AI to validate, calculate, and report emissions accurately. The platform ensures compliance with standards such as GHG Protocol, CSRD, and SEC rules, while providing audit-ready outputs and scenario analysis for decarbonization strategies.

Pros

  • Comprehensive Scope 3 automation with AI validation
  • Vast emission factors library for precise calculations
  • Robust integrations and regulatory compliance tools

Cons

  • Primarily carbon-focused, lighter on social/governance data
  • High enterprise-level pricing
  • Initial setup requires significant configuration

Best For

Large enterprises with complex operations needing scalable, compliant GHG emissions data collection and reporting.

Pricing

Custom quote-based pricing for enterprises, typically starting at $100,000+ annually based on emissions volume and features.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Persefonipersefoni.ai
5
Sweep logo

Sweep

enterprise

Collaborative ESG platform that automates data collection for environmental and social metrics.

Overall Rating1.2/10
Features
0.5/10
Ease of Use
8.0/10
Value
0.5/10
Standout Feature

AI-automated pull request generation from GitHub issues

Sweep (sweep.net) is an AI-powered platform designed for software development teams, automating the creation of GitHub pull requests by generating code changes from natural language issue descriptions. It integrates directly with GitHub repositories to understand context, propose fixes, and streamline the development workflow. While highly effective for accelerating coding tasks, Sweep has no capabilities for ESG data collection, such as tracking environmental metrics, social impact data, or governance compliance reporting. This makes it entirely unsuitable as an ESG data collection software solution.

Pros

  • Seamless GitHub integration for dev teams
  • AI-driven code generation saves time
  • Easy setup for software engineering workflows

Cons

  • Zero ESG data collection or reporting features
  • No support for sustainability metrics or compliance
  • Irrelevant for non-development ESG use cases

Best For

Software developers and engineering teams automating GitHub issue resolution, not ESG data managers or compliance officers.

Pricing

Free for individuals and open-source projects; Pro team plans start at $29 per developer per month.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Sweepsweep.net
6
Greenly logo

Greenly

specialized

Automated tool for collecting and tracking carbon emissions data for ESG compliance.

Overall Rating8.4/10
Features
9.1/10
Ease of Use
9.3/10
Value
7.8/10
Standout Feature

AI-automated emissions calculation directly from financial invoices and bank data

Greenly is a carbon accounting platform designed to automate ESG data collection, primarily focusing on environmental metrics by tracking Scope 1, 2, and 3 greenhouse gas emissions. It integrates directly with accounting software like QuickBooks, Xero, and NetSuite to pull financial data, using AI to calculate emissions accurately without manual input. The tool provides dashboards, compliance reports for CSRD, CDP, and SBTi, and reduction recommendations to help businesses meet sustainability goals.

Pros

  • Automated data import from accounting integrations minimizes manual entry
  • AI-powered Scope 3 emissions estimation for comprehensive coverage
  • User-friendly interface with pre-built compliance reports

Cons

  • Primarily environmental-focused with limited social and governance data tools
  • Pricing scales quickly for larger enterprises
  • Customization options for reports are somewhat rigid

Best For

SMBs and mid-market companies seeking an easy way to track and report carbon emissions without sustainability expertise.

Pricing

Starts at €299/month for Essentials plan (up to 5M revenue), €999/month for Pro, with custom Enterprise pricing.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Greenlygreenly.earth
7
Salesforce Net Zero Cloud logo

Salesforce Net Zero Cloud

enterprise

Cloud-based solution for ESG data collection, sustainability planning, and reporting.

Overall Rating8.4/10
Features
9.1/10
Ease of Use
7.6/10
Value
7.9/10
Standout Feature

Einstein AI-powered predictive modeling for emissions scenarios and net zero pathway optimization

Salesforce Net Zero Cloud is a sustainability platform built on the Salesforce ecosystem, designed to help organizations collect, manage, and analyze ESG data, particularly focused on carbon emissions tracking and net zero goal achievement. It enables automated data ingestion from diverse sources, AI-powered insights for emissions forecasting, and compliance-ready reporting aligned with standards like CDP, CSRD, and GRI. The tool integrates seamlessly with Salesforce CRM to embed sustainability into business operations, facilitating scenario planning and stakeholder engagement.

Pros

  • Seamless integration with Salesforce CRM and extensive data connectors for automated ESG data collection
  • AI-driven analytics and scenario modeling for accurate emissions forecasting and reduction planning
  • Robust reporting tools compliant with global ESG standards like GRI, SASB, and TCFD

Cons

  • Steep learning curve due to Salesforce platform complexity, requiring admin expertise
  • High cost structure unsuitable for small or mid-sized organizations
  • Customization can be time-intensive without dedicated Salesforce developers

Best For

Large enterprises already using Salesforce that need integrated ESG data management within their CRM ecosystem.

Pricing

Custom enterprise pricing starting at around $15,000 annually, scaling with users, modules, and implementation services.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
8
Microsoft Cloud for Sustainability logo

Microsoft Cloud for Sustainability

enterprise

Integrated platform for collecting and managing ESG data with AI-driven insights.

Overall Rating8.6/10
Features
9.3/10
Ease of Use
7.4/10
Value
8.1/10
Standout Feature

AI-enhanced Sustainability Copilot for natural language querying and predictive emissions insights

Microsoft Cloud for Sustainability is a cloud-based suite that enables organizations to collect, manage, and analyze ESG data, with a strong focus on greenhouse gas emissions tracking across Scope 1, 2, and 3. It unifies data from diverse sources using Azure Data Manager for Energy and Sustainability Manager, automating calculations compliant with standards like GHG Protocol and CSRD. The platform integrates AI-driven insights via Copilot and Power BI for reporting and forecasting, helping enterprises meet regulatory requirements and sustainability goals.

Pros

  • Seamless integration with Microsoft ecosystem (Azure, Power Platform, Dynamics 365)
  • Advanced AI-powered emissions calculations and scenario modeling
  • Supports 100+ data connectors for automated ESG data ingestion

Cons

  • Steep learning curve for non-Microsoft users
  • High implementation costs and complexity for SMEs
  • Pricing opacity with custom enterprise quotes

Best For

Large enterprises deeply embedded in the Microsoft Cloud ecosystem seeking scalable ESG data unification and compliance reporting.

Pricing

Custom enterprise licensing with Azure consumption-based pricing (pay-as-you-go); starts around $10K+ annually for basic setups, scaling with usage.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
9
SAP Sustainability Control Tower logo

SAP Sustainability Control Tower

enterprise

Enterprise software for real-time ESG data collection and supply chain sustainability monitoring.

Overall Rating8.2/10
Features
9.1/10
Ease of Use
7.4/10
Value
7.8/10
Standout Feature

End-to-end Scope 3 emissions tracking with automated supplier data orchestration

SAP Sustainability Control Tower is a cloud-based platform that centralizes ESG data collection, orchestration, and analysis from operations, supply chains, and third-party sources. It provides real-time dashboards, AI-driven insights, and scenario modeling to track sustainability KPIs and ensure compliance with regulations like CSRD and ESRS. Designed for enterprises, it integrates deeply with SAP S/4HANA and other ERP systems to create a single source of truth for ESG reporting.

Pros

  • Seamless integration with SAP ecosystem and external data sources for comprehensive ESG data aggregation
  • AI-powered analytics and predictive insights for sustainability performance
  • Robust compliance tools supporting global standards like EU CSRD and SEC rules

Cons

  • Steep learning curve and complex setup requiring SAP expertise
  • High implementation costs and long deployment timelines
  • Less intuitive for non-SAP users or smaller organizations

Best For

Large enterprises with existing SAP infrastructure seeking enterprise-grade ESG data management across global supply chains.

Pricing

Custom enterprise subscription pricing; typically starts at $100K+ annually depending on modules, users, and deployment scale—contact SAP for quotes.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
10
SpheraCloud logo

SpheraCloud

enterprise

Sustainability management suite focused on ESG data collection and risk assessment.

Overall Rating8.2/10
Features
8.8/10
Ease of Use
7.4/10
Value
7.7/10
Standout Feature

AI-driven spend-based and activity-based Scope 3 emissions calculation with supplier data aggregation

SpheraCloud is a robust enterprise SaaS platform specializing in ESG data collection, management, and reporting for sustainability performance. It supports comprehensive data gathering across Scope 1, 2, and 3 emissions, supplier engagement, and compliance with standards like CSRD, CDP, and TCFD. The solution leverages AI for data validation, automation, and advanced analytics to help organizations track and improve their ESG metrics.

Pros

  • Comprehensive supply chain ESG data collection with supplier portals
  • AI-powered automation for emissions calculations and data validation
  • Strong integrations with ERP systems like SAP and Oracle

Cons

  • Steep learning curve and complex initial setup
  • High pricing suitable mainly for large enterprises
  • Limited flexibility for smaller-scale customizations

Best For

Large multinational corporations with extensive supply chains requiring enterprise-grade ESG data management and regulatory compliance.

Pricing

Custom enterprise pricing, typically starting at $50,000+ annually based on modules, users, and deployment scale; quotes required.

Official docs verifiedFeature audit 2026Independent reviewAI-verified

Conclusion

The reviewed ESG data collection tools demonstrate excellence in streamlining sustainability efforts, with Workiva leading as the top choice for its comprehensive enterprise platform that handles data collection and reporting end-to-end. Novisto and Envizi by IBM follow closely, each offering unique strengths—secure collaboration for Novisto and advanced analytics for Envizi—making them standout alternatives tailored to specific operational needs. Together, these tools highlight the growing sophistication of ESG management solutions, empowering organizations to measure and report impact effectively.

Workiva logo
Our Top Pick
Workiva

To unlock efficient, enterprise-grade ESG data collection, start with Workiva—your key to transforming sustainability practices and meeting stakeholder demands.