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OloLand vs. Big-4 QoE.
We run the deterministic statistical layer. Big 4 adds management interviews, fieldwork, and a signed CPA partner opinion. We are explicit about what we are — and what we’re not.
| Capability | Pre-LOI Screen · included in Pro+ | Full QoE · included in Pro+ | Big-4 QoE · $150K–$500K · 4–8 weeks |
|---|---|---|---|
| Pricing & SLA | |||
| Price | Included in Pro+ | Included in Pro+ | $150K – $500K |
| Turnaround | Fast | Fast | 4 – 8 weeks |
| Data required | CIM + audited + tax + projections | Qualifying GL, bank, AR, and JE exports by leg | + management access + site access |
| Forensic Engines | |||
| EBITDA bridge analysis | Not currently supported | ||
| Cross-document reconciliation (CPA > tax > mgmt hierarchy) | Not currently supported | ||
| Structured risk screen (300+ leaf-level checks) with severity scoring | partial / unstructured | ||
| Beneish M-Score | Not currently supported | ||
| Working-capital ratio anomalies | Not currently supported | ||
| Working-capital normalization (judgment-based) | Not currently supported | ||
| Benford's Law on GL transactions | When GL inputs qualify | ||
| Lapping detection (AR cycle analysis) | When bank + AR inputs qualify | ||
| Journal-entry anomaly testing | When GL inputs qualify | ||
| Revenue quality deep dive | Not currently supported | ||
| Service Layer (Big-4 Only) | |||
| Management interviews / Q&A | |||
| Customer / vendor confirmations | |||
| On-site fieldwork | |||
| Signed CPA partner opinion | |||
| E&O coverage on opinion | |||
| Defensibility Layer (OloLand Only) | |||
| Live evidence-linked report (queryable) | |||
| Methodology fully disclosed | partial | ||
| Re-runnable as model evolves / new data arrives | |||
| Structured exclusion-schedule format (300+ leaf-level checks) | |||
| Suitability | |||
| Suitable as primary record for RWI underwriting | partial | with caveats | |
| Suitable as IC primary support, alone | sub-$10M EBITDA | sub-$25M EBITDA | any size |
Hide nothing.
Printed in every report. Linked from the landing page.
OloLand is the deterministic statistical layer of QoE. We are designed to run before, alongside, or in place of Big-4 fieldwork depending on deal economics. We are not a substitute for management interviews, fieldwork, or a signed CPA partner opinion. We disclose every test, every limit, and every threshold so you can defend the report yourself.
See what a Pre-LOI Forensic Screen delivers.
Valuation-gap analysis, document-grounded red flags, and a diligence demand list — included in Pro and above.