Vantage FP&A LLC Launches to Modernize Financial Planning, Reporting, and Diligence with Agentic AI

From a single intake, Vantage FP&A produces aligned reporting, analysis, and diligence outputs, reducing the rekeying, reconciliation, and version drift that often separates financial reporting from forecasting and transaction preparation.

Its connected outputs include:

• ▪ Board reporting decks and formula-driven workbooks
• ▪ Rolling forecasts with downside, base, and upside scenarios
• ▪ Variance analysis and EBITDA bridges
• ▪ KPI frameworks tied to the same underlying financial data
• ▪ Market perspective and SIC-code peer benchmarking
• ▪ Quality-of-earnings support and evidence-backed diligence findings
• ▪ Proof-of-cash analysis when bank statements are supplied
• ▪ Source-level documentation that enables users to trace figures back to their origin

The result is financial reporting designed to answer more than “what happened?” It is designed to clarify why performance changed, what requires attention, how the company compares, and which questions decision-makers should ask next.

Buy-Side. Quality of Earnings and Diligence Analysis

Vantage helps sponsors, independent buyers, brokers, and deal teams connect reported performance to underlying source data. The work can include normalized EBITDA support, proof-of-cash checks, red-flag analysis, and question sets tied to the evidence that produced each finding.

Sell-Side. Transaction Readiness and Analysis

For founders and companies preparing for a transaction, Vantage provides analysis designed to identify reporting gaps and likely diligence questions before buyers do. The objective is to improve readiness, strengthen the evidence behind financial positions, and keep the reporting current through the transaction window.

Every Month. Reporting, Forecasting, and KPI Insights

Vantage builds and maintains financial reporting infrastructure for companies that need recurring board reporting, rolling forecasts, variance analysis, KPI frameworks, and market insights without rebuilding the process from scratch each month.

Vantage uses agentic AI to build and maintain financial workflows, while a deterministic engine produces the figures delivered to clients. No language model computes, alters, or writes a number in the numeric path. The same inputs return the same outputs, and each meaningful figure is designed to trace back to its source.

An automated quality gate checks each build, while a separate adversarial review process challenges the work independently. This approach is intended to make outputs more transparent, reproducible, and easier to defend under scrutiny.

“AI can make finance work faster, but speed without accountability is not enough,” Griebenow said. “The opportunity is to give finance teams better analysis and clearer insights while preserving the discipline needed for real decisions.”

Vantage FP&A is available to companies, founders, investors, lenders, brokers, and M&A advisors seeking a more rigorous approach to financial analysis, reporting, forecasting, KPI insights, and diligence support.

To learn more or schedule a consultation, visit www.vantagefpa.com.

Vantage FP&A is an orchestrated agentic AI financial analysis platform founded by Nicolas Griebenow. The company combines agentic AI workflow support with deterministic financial processes, source-level traceability, and independent verification to deliver financial analysis, KPI insights, reporting, forecasting, and diligence support.

Vantage FP&A is built around a straightforward philosophy: financial numbers should be traceable, reproducible, and defensible.

Vantage FP&A is not a CPA firm. Its work is advisory and analytical support; it is not an audit, review, compilation, or attest engagement.