Governed Generation
Enforce policy controls, role-based access, and the safe use of prompts.
Why ChatGPT for ESG reporting fails enterprise needs
Teams want AI for ESG narratives, but ChatGPT lacks the required security, governance, and audit trails. LyzrGPT is the enterprise-grade AI platform built for this.
Secure ESG drafting
Audit-ready outputs
Source-linked metrics
AI for ESG Reporting:
Control, Not Chaos
LyzrGPT enables faster ESG report creation with essential enterprise controls, including governance, citations, and versioning, all integrated with your internal data sources.
Disclosure Alignment
Map generated text to key frameworks like GRI, SASB, TCFD, and CSRD.
Evidence Citations
Ensure every single generated claim links directly to approved sources, documents, or data.
Workflow Approvals
Manage review, redlines, and sign-off trails for full compliance.
Secure Deployment
Utilize enterprise security like RBAC, SSO, and private setups.
ESG Teams
ESG Teams
Go beyond basic text generation. LyzrGPT provides the accuracy, governance, and repeatability required for critical, real-world ESG reporting tasks.
CSRD/ESRS drafting
Draft compliant sections with controlled language and framework mapping.
Metrics-to-text
Automatically turn your raw KPI data into consistent narrative commentary.
Assurance-ready packs
Compile all citations, sources, and version histories for internal and external auditors.
Reduce the stress of deadlines, audits, and stakeholder scrutiny with AI you can trust and control.
Achieve Measurable ESG
Reporting Outcomes
Faster report cycles
Drastically reduce drafting time through automation, templates, and content reuse.
Lower compliance risk
Minimize hallucinations with data grounding, approvals, and strict access control.
Consistent disclosures
Enforce standardized definitions and tone across all business entities and periods.
Audit confidence
Provide fully traceable sources, versions, and reviewer sign-offs.
An Enterprise-Grade AI
Platform for ESG
LyzrGPT combines governed AI, private data retrieval, framework mapping, and secure collaboration tools to deliver reports you can trust.
Data Grounding
Connect to your ESG data rooms, internal policies, and prior year reports.
Framework Mapping
Tag generated outputs to GRI, SASB, TCFD, ISSB, and new CSRD/ESRS standards.
Citation Controls
Automatically require evidence links for every claim and flag unsupported statements.
Approval Workflows
Systematically route all drafts through designated reviewers with fully tracked edits and comments.
Secure Deployment
Choose from enterprise security options like RBAC, SSO, and private cloud.
Comparing AI tools for
ESG Reporting Teams
| Feature | Generic AI Tools | ESG Point Tools | Lyzr |
|---|---|---|---|
| Source Citations | Not supported | Manual linking | Automated and required |
| Framework Alignment | Manual prompting | Hard-coded templates | Dynamic AI mapping |
| Data-Room Grounding | No integration | Limited sources | Connects to any source |
| Review Workflows | None available | Basic commenting | Multi-step approvals |
| Access Controls | Per-user only | Basic roles | Granular RBAC controls |
| Deployment Privacy | Public cloud only | Shared SaaS | Private VPC/On-prem |
| Audit Trail Logging | No logging | Partial logs | Immutable, detailed logs |
| Metrics Automation | Manual entry | Manual mapping | Direct data integration |
| Template Governance | No templates | Vendor-controlled | Admin-defined templates |
| Multi-Entity Support | Not designed for | Clunky setup | Built for global scale |
Beyond ChatGPT for ESG
Reporting
Built for Governance
Deploy policy guardrails, approved prompts, and role-based permissions.
ESG-specific Workflows
Use templates for disclosures, KPIs, and critical stakeholder narratives.
Verifiable Outputs
Rely on citations and evidence linking to reduce unverified, risky claims.
Enterprise Controls
Get full security, flexible deployment options, and complete admin observability.
Trusted by Global
Enterprise ESG Teams
Leading enterprise ESG teams trust Lyzr's secure and governed AI platform to streamline their complex reporting cycles and ensure audit-readiness at scale.
We evaluated using ChatGPT for ESG reporting, but the lack of controls was a non-starter. LyzrGPT gave us the generative power we wanted, but with the critical governance, evidence linking, and approval workflows our auditors and leadership team demand. It's truly enterprise-ready.
ESG Lead · Global Manufacturing Firm
Zero
Data exfiltration incidents
Deploy Your Enterprise-Grade
ESG AI in 4 Steps
Scope Disclosures
Select frameworks, business entities, KPIs, and target report sections.
Connect Sources
Link your data rooms, prior reports, policies, and other ESG systems.
Set Governance
Configure RBAC, approvals, prompt rules, and mandatory citation policies.
Launch Workflows
Roll out drafting, review, and final assurance support flows to your team.
Evaluating AI Platforms for
Your ESG Reporting Needs
Can I use ChatGPT for ESG reporting without compliance risk?
Using public tools like ChatGPT for ESG reporting poses significant risks, including data privacy violations, lack of audit trails, and potential for generating unverified information. Enterprise-grade platforms like LyzrGPT are designed with the necessary security and governance controls.
Why is LyzrGPT better than ChatGPT for ESG reporting teams?
LyzrGPT is purpose-built for enterprise ESG workflows. It integrates with your private data, enforces citations, maps to frameworks like CSRD/SASB, and includes approval workflows, providing the control and verifiability that generic tools lack.
Does LyzrGPT prevent hallucinations in ChatGPT for ESG reporting?
Yes, LyzrGPT minimizes hallucinations by grounding all responses in your company's private, verified data sources. Unlike ChatGPT, it requires evidence for claims, ensuring the outputs for ESG reporting are accurate and defensible.
How does Lyzr align content to CSRD/ESRS?
LyzrGPT can be configured with CSRD and ESRS requirements, allowing it to generate narrative sections that align with specific disclosure topics and data points. It helps ensure your reporting is structured correctly and covers all mandatory elements.
Can it map disclosures to GRI, SASB, TCFD, and ISSB?
Absolutely. Our platform is designed to be framework-agnostic. You can configure it to align with and tag content for multiple standards, including GRI, SASB, TCFD, and the new IFRS/ISSB standards, ensuring consistent reporting across frameworks.
How are sources cited in generated ESG narratives?
LyzrGPT automatically links every generated statement back to the specific source document, data point, or policy it came from. These citations are embedded in the output, creating a clear and unbroken audit trail for easy verification and assurance.
Can we connect internal ESG data and prior reports?
Yes, connecting to your internal knowledge base is a core feature. LyzrGPT securely integrates with your data rooms, SharePoint, past sustainability reports, and internal policies to ensure all generated content is grounded in your company's specific context.
What security controls exist (RBAC, SSO, permissions)?
LyzrGPT offers comprehensive enterprise security. This includes role-based access control (RBAC), single sign-on (SSO) integration, and granular permissions that control who can view, edit, or approve specific content, ensuring data integrity and confidentiality.
Does it support review workflows and audit trails?
Yes, it features multi-step review and approval workflows. All actions, from initial draft generation to final sign-off, are logged in an immutable audit trail, providing the transparency and accountability required for internal governance and external assurance.
How fast can our ESG reporting team implement LyzrGPT?
Implementation is designed for enterprise speed. After scoping your needs and connecting data sources, a typical ESG team can be operational with key workflows within a few weeks, significantly accelerating your next reporting cycle with enhanced control.
Got a use case in mind?
8 weeks from use case to
8 weeks from use case to
agents running in production.
Platform, people and FDEs, all in. Bring your environment. We’ll co-build and stay until it’s
live.