QoE analysis with full audit trail. Every time.
Standardized quality of earnings structure with traceable adjustments and consistent methodology. No more analyst-dependent QoE formats or undocumented adjustment rationale.
| Category | FY2022 | FY2023 | LTM | Adj. | Adjusted LTM |
|---|---|---|---|---|---|
| Revenue | 24,500 | 28,200 | 30,100 | — | 30,100 |
| COGS | (14,700) | (16,400) | (17,800) | +320 | (17,480) |
| Gross Margin | 9,800 | 11,800 | 12,300 | +320 | 12,620 |
| OpEx | (6,200) | (7,100) | (7,600) | +890 | (6,710) |
| EBITDA | 3,600 | 4,700 | 4,700 | +1,210 | 5,910 |
Sound familiar?
QoE structure varies by analyst
Every analyst builds their QoE bridge differently. Partners waste time reconciling formats instead of reviewing substance.
Adjustments lack documentation
Adjustment rationale lives in analysts' heads or buried in email threads. When challenged, the trail goes cold.
Source tracing is manual
Tracing a QoE adjustment back to the source GL entry requires navigating multiple spreadsheets and tabs.
No reuse across deals
Common adjustments — FX normalization, one-off items, intercompany eliminations — are rebuilt from scratch every engagement.
Every adjustment categorized, documented, traceable
Owner compensation, related-party transactions, non-recurring items
Litigation costs, restructuring charges, COVID impacts
Capex vs opex, above/below EBITDA line items
Full-year impact of mid-year changes, annualization
Standard categories. Consistent methodology. Across every deal.
Built for your workflow
Measurable impact on every deal
Datapack directly improves the metrics your partners care about most: realization, utilization, and margin per deal.
On average mapping and cleanup time
Improvement across fixed-fee engagements
More deals delivered with the same team
Full traceability on every number
Trusted by deal teams
Transaction Services professionals on how Datapack improved their delivery.
“Our QoE process used to vary by analyst. Now every deal follows the same structure, and partners can review in half the time.”
James Park
Senior Manager, M&A, Advisory Firm
Frequently asked questions
QoE analysis that's consistent, traceable, and fast.
Standardize your quality of earnings process. Every adjustment documented, every number traceable.