BlackLine Blog

March 19, 2026

AI You Can Trust: Use Cases for a Smarter Financial Close

Industry Priorities & Trends
Finance & Accounting Technology
4 Minute Read
JW

Jon Wolf, CPA

Senior Solutions Marketing Manager

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Key Takeaways

  • Start with Practical AI: The most effective way to begin your AI journey is by leveraging targeted AI capabilities already embedded within the trusted systems you use daily, not by building custom bots on generic platforms.

  • Augment, Don't Just Automate: BlackLine’s Verity™ is AI designed to augment your team's abilities by automating time-consuming tasks like variance analysis, narrative generation, and document summarization, freeing them to focus on strategic work.

  • Maintain Control & Governance: True enterprise AI operates within a secure, governed framework. These tools provide draft explanations and summaries that are always reviewed and approved by your team, ensuring human judgment remains the final authority.

A Practical Path to a Smarter Close

The constant hype around Artificial Intelligence has created a fog of confusion for finance and accounting leaders. In that fog, it's easy to get lost.

The most effective way to begin your AI journey isn't by attempting to build custom bots on generic, large language models. It's by leveraging practical, targeted AI capabilities already live within the systems you use and, most importantly, trust every single day.

BlackLine’s Verity AI capabilities are the perfect place to start. They aren't a future promise; they are purpose-built AI solutions operating within BlackLine’s unified platform right now. Designed to augment your teams’ abilities, these tools automate specific, time-consuming tasks at every stage of the Record-to-Report (R2R) process.

Let's find clarity in the fog. Here are four practical use cases where you can apply embedded AI to your R2R cycle today, driving efficiency while simultaneously remaining in complete control.

Use Case 1: Automate the ‘Why’ Behind the Numbers

The R2R Stage: Financial Reporting & Analytics

The Challenge: The books are closed, but the work is far from over. Now comes the critical task of explaining why the balances changed. This typically forces your most experienced analysts into a tedious, manual exercise of exporting data to spreadsheets, drilling down into accounts, and piecing together a story, all under immense pressure.

The AI Solution: Verity Flux

  • What it is: An AI engine that automates variance flux explanations at the consolidated account level.

  • How it Works: Instead of starting the analysis from scratch, a financial analyst selects an account and uses Verity Flux to get an instant, AI-generated summary of the primary drivers behind its fluctuation period over period.

  • The Benefit:

    • Efficiency: It reduces the time spent on manual research for variance analysis from hours to minutes. This allows your team to immediately focus on the strategic implications of the variances, rather than the laborious process of uncovering it.

    • Control: The process is transparent and governed. Because Verity Flux operates on the trusted, unified data within the BlackLine platform, every explanation is fully traceable back to the source transactions. It provides draft explanations, empowering your team to review, edit, and approve the final analysis, ensuring human judgment is the final authority.

Use Case 2: Draft Financial Narratives in Seconds

The R2R Stage: Financial Reporting & Analytics

The Challenge: The analysis is complete, but now the finance team must translate their findings into clear, concise commentary for executive reports, footnotes, and disclosures. This critical process of writing and refining financial narratives is often manual, time-consuming, and prone to inconsistencies.

The AI Solution: Verity Narrate

  • What it is: A generative AI tool that automates the creation of financial reporting content.

  • How it Works: A Controller can use Verity Narrate to synthesize commentary from sources like Verity Flux and other disclosures, transforming raw financial data into a clear, written business performance narratives.

  • The Benefit:

    • Efficiency: This elevates your team from writers to editors. It delivers a solid first draft instantly, allowing your team to spend their time refining the story and adding strategic context, drastically shortening the reporting cycle.

    • Control: Verity Narrate ensures consistency with your financial results, but it never removes human oversight. Operating within the governed BlackLine platform, it grounds its draft narrative in financial data, which is then reviewed, edited, and approved by your team. This minimizes the risk of misstatement while keeping your experts in final control of your company’s story.

Use Case 3: Prioritize Your Work with Natural Language

The R2R Stage: Account Reconciliation & Substantiation

The Challenge: For preparers and reviewers, the start of the reconciliation process is often a daunting, inefficient exercise. Faced with a list of hundreds or thousands of accounts, they have no easy way to determine which ones need their immediate attention. They are forced to manually sort through lists or click into individual reconciliations just to find the high-risk items or see what’s ready for review.

The AI Solution: Verity Assist

  • What it is: An on-demand, natural language assistant that allows users to instantly query their reconciliation data to prioritize their work.

  • How it Works: A reviewer can simply ask Verity Assist, "Show me all high-risk accounts with unapproved balances over $100,000" or "Which of my accounts are ready for review?" The tool immediately filters the list to show only the accounts that match the criteria, allowing the user to focus on what matters most.

  • The Benefit:

    • Efficiency: It eliminates the manual effort of searching and sorting. Preparers and reviewers can immediately identify the accounts that need their attention, whether it's by risk level, balance, or status. This allows them to focus their time on the most critical items first, streamlining the entire workflow.

    • Control: Verity Assist is built for transparency and operates securely on the BlackLine platform. It shows the exact logic and filters it uses to arrive at an answer, so your team can always understand and trust the results. Every query is accurate, explainable, and provides a new level of command over the reconciliation process.

Use Case 4: Summarize and Verify in a Single Click

The R2R Stage: Supporting Documentation & Substantiation

The Challenge: Attaching supporting documentation is a fundamental but often overlooked step in the R2R process. It's seen as a simple, manual task, but it carries two significant burdens. The first is inefficiency: the repetitive work of manually typing summaries. The second is a hidden risk: human error. During a high-pressure close, it's easy to accidentally attach the wrong invoice or a previous version of a contract. This mistake might not be caught until a painful audit review, creating rework and undermining trust.

The AI Solution: Verity Summarize

  • What it is: A tool that automatically scans uploaded documents and generates a concise summary of their key details.

  • How it Works: An accountant preparing a reconciliation uploads a file. Verity Summarize instantly populates the description field with key data points it identifies, such as the vendor name, invoice number, and date. This gives the accountant an immediate snapshot of what they just uploaded.

  • The Benefit:

    • Efficiency: It eliminates the monotonous and time-consuming task of manually typing document summaries, giving your team back valuable time.

    • Control: This is the most critical benefit. The AI-generated summary acts as an instant, built-in control. If the accountant sees the summary for "Invoice #123" but knows they meant to attach "Invoice #456," they can spot and correct the error on the spot, before it ever becomes a costly audit finding. It transforms a simple summary into a powerful tool for preventing errors before they ever enter the record.

AI Built for Finance, Controlled by You

In the fog of AI, the most effective place to start is with the system you already trust. BlackLine’s Verity AI is built for finance: it's trustworthy because it uses your data, governed by your security, and always controlled by your team's final approval.

This is how you start your AI journey with confidence, not risk.

See what a fully optimized R2R process looks like in practice. Explore our Record-to-Report Customer Lookbook to learn how leading teams gain their competitive edge.

Learn More

About the Author

JW

Jon Wolf, CPA

Senior Solutions Marketing Manager

As a Finance Transformation Leader at BlackLine, Jon empowers Finance and Accounting teams by leveraging deep expertise in accounting, financial operations, and cutting-edge artificial intelligence. He guides companies in harnessing AI to drive significant operational improvements and elevate strategic decision-making, paving the way for strategic growth and innovation. An active CPA holding a Master of Science in Accounting, Jon uniquely blends technical acumen with a strategic mindset to champion financial accuracy, efficiency, and intelligence across complex financial operations.