Information Coefficient Pass
0.082
Rank IC, cross-sectional
Quintile Spread Live
+14.3%
Q1 to Q5 annualized
OOS Sharpe Pass
1.87
Walk-forward, 5 folds
DSR Pass
4.2
p < 0.01, trial adjusted
Building in public

Alpha, certified.
Certification for alt data.

Upload your alt-data. Get a statistically validated report with reproducible proof, or an honest rejection.

alldata certification pipeline
$ alldata certify -dataset foot_traffic_q4.csv
→ Resolving entities... 847 rows mapped (94.2% coverage)
→ Generating investment thesis... 3 candidates
→ Feature engineering... 12 transforms, 0 leakage detected
→ Running panel backtest... IC: 0.082, Sharpe: 1.87
→ Validation gates: 5/5 passed
→ Trial-adjusted significance: DSR 4.2 (p < 0.01)
✓ CERTIFIED Alpha Potential Report generated

From raw data to certified proof

Upload your alt-data CSV. Our platform handles entity resolution, automated research, statistical validation, and delivers an institutional-grade report.

Upload

Raw CSV with entity names, dates, and values

SERA

Entity resolution strings → org → ticker (PIT)

ALPHA

Research engine thesis → features → models → backtest

Proof

Statistical gates DSR, PBO, null benchmarks

Report

Alpha Potential Report PDF + certification verdict

Not a Sharpe ratio. A structured evidence package.

Every certification comes with reproducible statistical proof. No cherry-picking, no selective reporting.

Information Coefficient

Signal correlates with forward returns cross-sectional, point-in-time

Quintile Spread

Monotonic long-short cross-sectional spread across signal buckets

OOS Distribution

CPCV / walk-forward not one lucky path, the full out-of-sample picture

Decay Analysis

Signal half-life usable at daily, weekly, or monthly rebalance

Universe Coverage

% of tickers and dates with usable signal sparsity map included

Capacity Estimate

Rough AUM before alpha degrades realistic trading assumptions

Null Benchmark

Beats random signals at same frequency not noise dressed up as signal

Trial-Adjusted Significance

DSR / PBO after honest hypothesis count accounts for everything you tried

Certified

Passed all statistical gates. Report issued with full evidence package.

Inconclusive

Mixed signals. Partial evidence not enough for certification, not enough to reject.

Not Certified

Failed gates but the report explains why. Honest rejections build trust.

Four layers. One mission.

Agents explore. Engine proves. Gates decide.

Coming Soon

Platform

Upload, cert run orchestration, billing, and delivery dashboard.

In Progress

SERA

Entity resolution messy strings → org → ticker. Point-in-time mapping with audit trail.

Next

ALPHA

Research engine. Dataset understanding → investment theses → feature engineering → models → backtest.

Planned

Proof

Validation gates, null benchmarks, DSR/PBO, trial registry, and the Alpha Potential Report.

"Your data has potential. We'll prove it or disprove it. No hype, no guesswork."
What we believe

Simple. Transparent. Value-aligned.

Pay for the proof you need. Free tier available for first look.

Coming Soon

Quick Look

Free
See if your data has potential
  • IC analysis
  • Quintile spread
  • Coverage report
  • Basic dataset profile
Join Waitlist
Coming Soon

Enterprise

$5k to $25k
Per month
  • Ongoing data updates
  • Category benchmark access
  • Decay monitoring
  • Dedicated support
  • Custom gates
  • API access
Contact Us

Nobody else does this.

White space in alt-data: independent certification with statistical kill gates. We're not a marketplace. We're the stamp.

Category Players ADL Angle
Platform Neuravest, CloudQuant, vBase Independent cert layer on top
GTM Services Amass Insights, Alqami Referral / cert upsell
Buy-side Eval Exabel, Maiden Century, Bloomberg Sets proof bar funds expect
Marketplaces Eagle Alpha, Neudata, Datarade Partnership for cert badge
Data Vendors Alphanume, FinBrain, Atlastic Neutral third-party cert

Ready to prove your data?

Join the waitlist. First 5 design partners get free certification audits.