QuantPillar Research
16 GUIDES · 11 ARTICLES
Research and insights for private markets
Valuation benchmarks, compliance methodology, and capital readiness analysis. The same references our analysts use when they build a Trust Link™.
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Most referenced
012025–2026 Private Market Valuation MultiplesEV/EBITDA and EV/Revenue across 14 sectors, plus a free multiples calculator.Read02409A Valuation GuideSafe harbor, methodology, timing, and what a defensible 409A report contains.Read03QuantPillar vs. CompetitorsHow verified proof compares with cap table tools, automated 409A, and Big 4.Read
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Latest thinking
11 articles
CEO StrategyAPR 2026
Capital Friction! The Uncomfortable Truth Nobody Told You.
Sam G. Ehsaei · Founder & CEO, QuantPillar
NOV 2025 · CFO Strategy
Financial Paranoia Is Not a Feeling — It's Evidence
NOV 2025 · Valuation
The Real Cost of 409A Valuations in 2025
NOV 2025 · CFO Strategy
QuantPillar ROI for Growth-Stage Startups
OCT 2025 · CFO Strategy
When your numbers are believable, your decisions are defensible.
SEP 2025 · AI & Technology
The 5 Non-Negotiables for Finance AI in 2025
JUL 2025 · CFO Strategy
CFO's AI Hack: 5 Dashboard Tricks to Plug a $1M Hole
JUL 2025 · CFO Strategy
CFO at the Breaking Point
MAR 2025 · Valuation
The Million-Dollar Blind Spot: Skipping Valuation
FEB 2025 · Valuation
Taming IP Valuation Challenges
JAN 2025 · AI & Technology
Uncertainty in IP Value: How Can Quant Help?
02
Case studies
In preparationSelected engagements are being prepared for publication. Each will be released to the same structure, named where the client has approved disclosure and identified by industry, size, stage and location where they have not.
- Situation
- The position the company was in.
- Ask
- What they needed proven, and by when.
- What we did
- The engagement and methodology applied.
- Outcome
- What changed, stated as a figure.
03
Valuation and compliance
8 entries- Valuation Multiples 2025–2026Sector benchmarks and calculator
- 409A ValuationSafe harbor and methodology
- ASC 820 Fair ValueFair value hierarchy and audit support
- ASC 718 Stock CompensationOption expense and disclosure
- Section 85 Rollover (Canada)Cross-border tax rollover valuation
- UK Delaware FlipRe-domiciliation valuation mechanics
- IP Valuation MethodsRelief from royalty, excess earnings, cost
- Data Valuation StrategyValuing proprietary data assets
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Capital and growth
4 entries05
Operating and governance
4 entries06
Rankings and market data
4 entriesBenchmarks tell you where you stand. Verification proves it.
Trust Link™ turns your financials into a credential lenders and investors can check.