AI-Powered Quality of Earnings
AI-Powered Quality of Earnings
Our platform transforms raw company financials into auditable QoE for M&A.
Our platform transforms raw financials into auditable QoE workbooks for M&A.
AI-Powered Quality of Earnings
Our platform transforms raw financials into auditable QoE workbooks for M&A.

The 6-week Big 4 audit, done in 48 hours.
Discover how your team can build complete Quality of Earnings workbooks in one-click.



















AI-powered data collection
One click ingestion across NetSuite, QuickBooks, and raw CSV/PDF exports. Analyzing and re-prompting for any missing financials.








Data transformation
AI agents scan millions of rows in transaction data to identify personal expenses, non-recurring hits, discretionary spend and more.





Quality of Earnings workbook
Generate first draft QoE workbooks in one click. Adjusted EBITDA bridge, working capital analysis, 3 way matching and more.
The Alpha
No hallucinations. Hyperlinked to source data, with enterprise-ready guardrails, permission controls, governance and auditability. The 6 week QoE is dead. Introducing the one click truth.
Return on investment
Traditional QoE takes 4–6 weeks and $25K–$100K in advisor fees. Our platform delivers the full workbook in one-click, self-serve, no consultants needed and at a fraction of the cost.
Return on Investment
Traditional QoE takes 4–6 weeks and $25K–$100K in advisor fees. Airbank ingests raw financials and outputs the complete QoE workbook in one-click, on demand, at a fraction of the cost.
The Alpha
No hallucinations. Hyperlinked to source data, with enterprise-ready guardrails, permission controls, governance and auditability. The 6 week QoE is dead. Introducing the one-click truth.
Your Questions, Answered
Find answers to common questions about our platform and its features.
What is a QoE workbook?
80% complete first draft Quality of Earnings. Mapped trial balance, adjusted EBITDA bridge, revenue concentration (customer/product), working capital analysis, cash flow bridge, 3 way matching and more. All hyperlinked to source data, with enterprise-ready guardrails, permission controls, governance and auditability.
Is the output editable Excel?
Yes. One single, professional Excel file with 15+ interconnected tabs following the standard CPA level Quality of Earnings format.
How long does it take to generate a workbook?
Our done-for-you(DFY) Quality of Earnings takes 48 hours with our internal CPA's completeing the final mile of your QoE before delivery. For QoE providers we offer our pro plan. Including your software license to our proprietary one click first draft QoE to 10X your teams output.
How accurate are the normalizations and adjustments?
AI generates a 80% complete first-draft with full evidence links using propreitary pharam-grade knowledge-graph models. Our world-class internal analysts handle the last-mile refinements before final delivery to you.
Can I use this for sell-side and buy-side QoE?
Absolutely. You choose Buy-side or Sell-side at upload, and we layer the analysis accordingly on the same core workbook. Buy-side: More conservative view, extra tabs for debt‑like items, WC volatility, FCF stress tests and more. Sell-side: More optimized view, focus on recurring revenue, defensible add‑backs, run‑rate EBITDA, growth drivers and clean concentration narrative. Same data in, same reconciliations, just different lenses for each side.
Who is Airbank for?
Airbank is built to 10X the current QoE providers. Airbank also offers a done-for-you(DFY) QoE to M&A advisories, investment banks and more. Our mission is to build autonomous agents to 10X finance proffesionals.
What is a QoE workbook?
80% complete first draft Quality of Earnings. Mapped trial balance, adjusted EBITDA bridge, revenue concentration (customer/product), working capital analysis, cash flow bridge, 3 way matching and more. All hyperlinked to source data, with enterprise-ready guardrails, permission controls, governance and auditability.
Is the output editable Excel?
Yes. One single, professional Excel file with 15+ interconnected tabs following the standard CPA level Quality of Earnings format.
How long does it take to generate a workbook?
Our done-for-you(DFY) Quality of Earnings takes 48 hours with our internal CPA's completeing the final mile of your QoE before delivery. For QoE providers we offer our pro plan. Including your software license to our proprietary one click first draft QoE to 10X your teams output.
How accurate are the normalizations and adjustments?
AI generates a 80% complete first-draft with full evidence links using propreitary pharam-grade knowledge-graph models. Our world-class internal analysts handle the last-mile refinements before final delivery to you.
Can I use this for sell-side and buy-side QoE?
Absolutely. You choose Buy-side or Sell-side at upload, and we layer the analysis accordingly on the same core workbook. Buy-side: More conservative view, extra tabs for debt‑like items, WC volatility, FCF stress tests and more. Sell-side: More optimized view, focus on recurring revenue, defensible add‑backs, run‑rate EBITDA, growth drivers and clean concentration narrative. Same data in, same reconciliations, just different lenses for each side.
Who is Airbank for?
Airbank is built to 10X the current QoE providers. Airbank also offers a done-for-you(DFY) QoE to M&A advisories, investment banks and more. Our mission is to build autonomous agents to 10X finance proffesionals.