AI-ORCHESTRATED · EXPERT-VERIFIED

Ground-truth validation for high-stakes capital decisions.

Pressure-test investment memos, commercial hypotheses, and unit economics against vetted industry operators before capital deployment.

VETTED OPERATORS
348
EQS calibrated
CLAIMS VERIFIED
1,840+
Across 14 markets
TURNAROUND TIME
2.4h
Median rapid query
AUDIT RIGOR
100%
Audio signed trace
SYSTEM ARCHITECTURE

Five-Stage Verification Pipeline

From raw investment memo parsing to multi-expert signed consensus reporting.

STAGE 01 · DOCUMENT PARSING & EXTRACTION
STAGE 04 · OPERATOR TESTIMONY CITATION
Dr. Priya Ramanathan
EQS 82
Delivery speed isn't the moat — driver density is. In HCMC districts 1, 3, and 7, you need at least 14 active riders per km² to hold 20-min SLAs without burning margin.
VERIFIED ATTRIBUTION
#INT-2087-C1
AUDIT-READY DELIVERABLE

Live Sample Delta Report: PRJ-2087

Example diligence evaluation for a $40M Series B investment memo into SEA Q-commerce.

calibrated_consensus·3 operators · 5 claims
CONDITIONAL GO

Your core thesis survives — but with a critical caveat. The 20-minute delivery moat is real in HCMC and driven strictly by active driver density, not vehicle speed. The 1,200 orders/day break-even assumption fails in Hanoi, where basket sizes run 30-35% lower. Separately, three operators flagged Circular 47/2025 as an unpriced regulatory shock adding 14-18% to unit courier costs.

Confidence: 82%·Primary reviewer: Dr. P. Ramanathan (EQS 82)
StatusInvestment Memo AssertionVerified Operator FindingAttribution
VERIFIED20-minute delivery is a defensible moat in HCMC through active driver density (≥14 riders/km²).Holds in HCMC tier-1 districts. Moat is rider density economics, not raw vehicle speed.
Dr. Priya Ramanathan
Former VP Strategy, Grab · EQS 82
AMENDED1,200 orders/day dark store breakeven holds across both Ho Chi Minh City and Hanoi.Fails in Hanoi. Basket sizes average 30-35% lower with longer transit, moving breakeven to ~1,600 orders/day.
Dr. Priya Ramanathan
Former VP Strategy, Grab · EQS 82
VERIFIEDCircular 47/2025 creates unpriced regulatory labor cost exposure across gig delivery models.Mandatory accident and pension insurance will add 14-18% to courier unit costs upon Q4 enactment.
James Chen
SEA Regulatory Counsel · EQS 76
REFUTEDExisting 3PL cold-chain infrastructure can absorb a 3x fresh SKU expansion in 2026.Micro-warehouses lack temperature-controlled storage; operators must self-build freezer pods at 3x ambient CAPEX.
Aisha Patel
Logistics Infrastructure Lead · EQS 68
ENGAGEMENT TIERS

Validation Configurations

Choose the verification depth and turnaround window that matches your diligence stage.

FULL VALIDATION PROJECTPRIMARY (V1 CORE)

Comprehensive multi-claim decision validation

5–15 questions · 3–5 experts · 48–72h turnaround

Deep commercial due diligence and investment memo pressure-testing for high-stakes capital allocation.

  • Full load-bearing claim extraction
  • Multi-expert consensus scoring
  • Audit-ready signed Delta Report
  • Searchable knowledge indexing
QUICK EXPERT QUERYAVAILABLE NOW

Rapid targeted claim verification

1–3 questions · 1–2 experts · hours–24h turnaround

Fast ground-truth verification on specific technical or unit-economic assertions.

  • Instant vector knowledge search
  • Direct 1-on-1 expert routing
  • Recorded transcript evidence
  • Rapid decision memo update
QUANTITATIVE OPERATOR PANELPHASE 2

Broad-scale operator panel survey

10–30 questions · 50–500 respondents

Broad-scale quantitative verification across verified industry operator networks.

  • Structured operator surveys
  • Statistical confidence bounds
  • Cross-industry benchmark data
  • Custom cohort filtering
FAQ

Frequently Answered Questions

How institutional investors and strategy leaders leverage Verefie.

What is Verefie and how does decision validation work?

Verefie is an AI-orchestrated decision validation platform built for PE, VC, and corporate strategy leaders. It parses strategic memos into key claims, searches pre-verified knowledge bases, routes unresolved claims to vetted domain experts, and delivers a signed Delta Report.

How does Verefie keep AI outputs grounded?

Verefie separates AI orchestration from human expert judgment. AI performs claim extraction, knowledge indexing, and structured interviewing, while domain experts evaluate unresolved claims and provide evidence-backed verdicts with auditable transcript citations.

What is a Delta Report and what does it include?

The Delta Report is the signed, audit-ready deliverable. It provides decision statements, claim-by-claim verdicts (Verified, Amended, or Refuted), calibrated confidence scores, expert attribution (EQS quality score), and prioritized strategic recommendations.

How are domain experts verified and scored?

Every practitioner in the network undergoes structured onboarding and scoring via the Expert Quality Score (EQS). EQS evaluates domain tenure, operator track record, evidentiary rigor, and consistency of calibrated assessments.

What is the Expert Quality Score (EQS)?

EQS is an institutional calibration index (0-100) scoring domain experience, tenure in operating leadership roles, and historical citation precision to ensure high-stakes decisions rely on genuine practitioner ground truth.

How fast can an investment memo be audited?

Rapid single-claim verification takes under 4 hours, while comprehensive multi-expert signed delta reports are delivered within 48 to 72 hours.

Pressure-test your next high-stakes capital allocation.

Get an audit-grade signed Delta Report with domain operator consensus in under 72 hours.