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Using AI for CSRD audits: A guide for ESG teams

September 15, 2025

Thousands of companies are preparing to comply with the European Union’s Corporate Sustainability Reporting Directive (CSRD). For many, the scale of the new rules feels overwhelming. For the first time, sustainability disclosures will be subject to the same kind of independent assurance as financial statements. That means companies can’t just disclose ESG data and call it a day. They’ll need to engage third-party auditors to prove that it’s accurate, consistent, and backed by clear evidence.

This new audit requirement represents a major shift. While most organizations are used to publishing sustainability reports as communications tools, CSRD raises the bar by making them part of a regulated, audited framework. The burden is significant: disclosures cover more than a thousand data points, involve multiple departments, and must hold up under the scrutiny of external reviewers.

For ESG teams, the challenge is twofold. First, gathering and organizing the right data across functions is a huge operational task. Second, any gaps or inconsistencies that slip through create additional costs and delays once auditors step in. With EFRAG estimating annual assurance costs in the hundreds of thousands of dollars for even mid-sized firms, inefficiencies can quickly translate into wasted spend.

AI offers a way to lighten that load. By automating evidence collection, flagging disclosure gaps early, and creating clear audit trails, AI helps companies prepare for CSRD audits with less risk and lower cost. Instead of treating the audit as a once-a-year scramble, teams can embed audit readiness into their day-to-day workflows.

What is CSRD and why does it matter?

The CSRD is the EU’s most ambitious sustainability disclosure regime yet. It requires companies to report on a broad set of climate, environmental, and social impacts, using detailed European Sustainability Reporting Standards (ESRS).

CSRD applies to more than 50,000 companies, nearly five times as many as its predecessor, the Non-Financial Reporting Directive (NFRD). First reports will cover the 2024 financial year, with filing starting in 2025. And unlike previous frameworks, CSRD disclosures must be audit-ready and consistent with financial reporting.

Who is affected?

  • All large EU companies (meeting two of the following: 250+ employees, €40 million turnover, €20 million in assets).
  • All listed companies, including non-EU firms with significant EU operations.
  • Non-EU companies with more than €150 million in annual EU revenue and at least one subsidiary or branch in the bloc.

Timelines vary by size. The largest firms begin reporting in 2025, while smaller entities phase in over the next several years. In total, CSRD will bring more than 50,000 companies under mandatory climate reporting, compared to around 11,700 under the NFRD.

What makes CSRD especially demanding is its detail. Reports may require more than 1,000 separate data points covering everything from emissions to workforce diversity. The cost of compliance is significant: non-listed firms estimate annual reporting expenses around €150,000, while large listed companies may spend close to €1 million. For many organizations, this is a step change in expectations and resources.

Key challenges to overcome for successful CSRD audits

The hurdles companies face are not just about scale, but about process.

  • Scattered data: Climate and ESG information lives in multiple places—HR, procurement, finance, facilities management, and supply chain systems. Without integration, teams spend weeks chasing information.
  • Manual workflows: Many companies still rely on spreadsheets to collate disclosures. This approach is time-consuming and introduces errors.
  • Inconsistency and risk: Disconnected reporting increases the likelihood of inaccuracies, which could lead to failed audits.

The consequences are serious. CSRD is backed by regulatory enforcement. Inaccurate reports can lead to fines, reputational damage, and investor distrust. For advisors, weak processes can undermine credibility with clients. Public companies risk valuation impacts if stakeholders lose faith in the quality of disclosures.

The financial impact is also significant. EFRAG (the European Financial Reporting Advisory Group) estimates that annual auditing costs for CSRD “limited assurance” could range from 0.013% to 0.026% of revenue, which equates to roughly $130,000 to $260,000 per year for every $10 million in revenue. For large companies, these costs can add up quickly, especially if audits uncover avoidable errors.

These challenges explain why many teams feel unprepared. The volume of data, the number of stakeholders involved, and the cost of mistakes make CSRD a top-of-mind issue for leadership.

How AI simplifies and strengthens audits

AI helps overcome these hurdles by replacing manual, piecemeal work with automated, consistent processes. Here are three ways it does so:

  • Automating data collection: AI can gather information from across internal systems and external sources in minutes.
  • Ensuring consistency: Machine learning models can flag anomalies, missing data, or inconsistent figures before they become audit issues.
  • Creating audit trails: Natural language processing can parse regulations and disclosures, automatically mapping them to ESRS requirements and logging the sources. This traceability is key for auditors who need to verify evidence.

For example, a company preparing its first CSRD report could use AI to scan existing sustainability disclosures and generate a CSRD gap analysis to instantly see how they align. Instead of a last-minute scramble, teams get a clear picture of gaps and can act on them early.

Case study: How South Pole simplifies disclosures with AI

For global consultancies, the challenge of CSRD audits mirrors what they already see with clients every day: too many disclosure requirements, not enough time. South Pole, a climate consultancy operating worldwide, helps companies manage a patchwork of disclosure rules across regions. Without the right tools, that complexity could easily overwhelm both their team and their clients.

To solve this, South Pole uses Manifest Climate as a foundation for its client engagements. According to Harman Gill, Senior Managing Consultant and Climate Risk Lead, “the pain point is making sense of all those regulations. Although they drive toward similar themes, they become quite idiosyncratic across different regions.” Manifest Climate helps the team cut through that complexity by instantly highlighting disclosure gaps, showing how requirements differ, and mapping out next steps for compliance.

The result is a competitive advantage. By using AI to “zoom in and zoom out” from line-level requirements to long-term compliance strategies, South Pole can quickly align stakeholders, benchmark against peers, and create clear action plans. What once looked like a mountain of obligations is broken down into manageable steps, backed by audit-ready evidence.For ESG teams facing CSRD audits, the lesson is clear. AI creates a process that builds continuity, clarity, and momentum. South Pole demonstrates how consultancies and corporates alike can turn compliance into an opportunity for stronger action and more credible disclosures.

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Practical ways to use AI for CSRD compliance

AI is already changing how companies and consultancies prepare for sustainability audits. Here are four practical applications that ESG teams can start using now.

Automate climate and ESG data collection

Instead of asking every department to send spreadsheets, AI can extract data directly from primary sources. Think energy invoices, HR records, supplier databases, procurement systems, and even public filings. This approach saves time and ensures the data is accurate and up to date.

With tools like Manifest Climate, teams can build a complete picture of sustainability performance without duplicating work. Reducing manual data entry also minimizes the risk of human error, a common source of audit issues.

Run continuous gap analysis

Most audit stress comes from last-minute surprises. AI changes that dynamic. By continuously comparing current disclosures against CSRD requirements, AI tools highlight gaps in real time.

Instead of waiting for the audit cycle, teams can address issues as they arise. This makes the entire process more efficient and ensures that by the time auditors arrive, the company is already in strong shape. Continuous analysis also helps teams keep pace with evolving regulatory updates.

Centralize and organize audit evidence

Auditors don’t just want numbers; they want proof. AI can tag, categorize, and store supporting documents in a centralized, searchable hub. Every data point links back to its source, with time stamps and metadata to verify authenticity.

This clarity reduces audit timelines dramatically. Instead of chasing down missing invoices or emails, teams can grant auditors access to a structured archive. The result: less scrambling, more confidence, and faster sign-off.

Generate audit-ready reports

Compiling disclosures into standardized, CSRD-aligned reports is one of the most resource-intensive parts of compliance. AI can take raw data and generate complete, formatted reports in minutes.

This saves ESG teams hundreds of hours and improves quality. Automated reporting ensures consistency, eliminates formatting errors, and builds trust with regulators and investors who want reliable, comparable disclosures.

Discover how Manifest Climate streamlines CSRD audits

Manifest Climate combines AI with climate expertise to make CSRD audits faster, simpler, and more reliable. Our platform offers:

  • Continuous monitoring: Stay on top of requirements year-round instead of scrambling at deadline time.
  • Real-time gap analysis: Instantly see where disclosures fall short of CSRD standards.
  • Centralized documentation: Store and organize evidence in a searchable hub that auditors can easily verify.
  • Audit-ready reporting: Generate reports aligned to CSRD and other frameworks, saving hours of manual formatting.

By reducing compliance risk, building transparent audit trails, and strengthening climate disclosures, Manifest Climate helps organizations build resilience and credibility with stakeholders.

→ Learn more about our auditing capabilities here.

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