Front Office Track
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ValuCast readiness
A overall
A+ product/pipeline/independence/prospect credibility; MLB front-office track advances only when forward and ordinal evidence earn it.
94
/100
Evidence watchlist
Watchlist Active
What still gates the front-office grade
0
True blockers
4
Evidence gates
25
Watch items
MLB front-office score is capped at B+ while forward archives collect. Next evidence milestone: A- — needs 7 more rank archive comparisons, 7 more buy comparisons, and 14 more observation days.
Evidence gates
- Cross-role change detection is under the registered power floor.
- Forward archives are still collecting; no live-outcome stability review yet.
- Current Board Shape has not passed.
- Fewer than seven rank archive comparisons are available.
Product readiness
APublic Ready
- Duplicate identities
- 0
- Dynasty Ready
- True
- Prospect Board Caveat
- Pitcher representation exceeds the publication range. Rankings remain visible, but the current evidence cannot justify either a cross-role score adjustment or relaxing the publication gate.
- Prospects Ready
- False
- Public Snapshot Ready
- False
- Quality governor: all checks passed
- False
- Quality Governor Ready
- False
- Row Count
- 3816
Data pipeline readiness
A-Same Day Fresh
- Buy Monitor Ready
- True
- Duplicate identities
- 0
- MiLB stat freshness ready
- True
- Pipeline Observability Ready
- True
- Raw Data Independence Complete
- True
- Required Fields Complete
- True
- Same Day Freshness
- True
- Targeted Row Refresh Count
- 0
Independence
A+Raw ingestion owned
- Canonical Contract Owned
- True
- Raw-data ownership score
- 1.0
- Raw Data Independence Complete
- True
Prospect credibility
A+Bucket evidence ready
- Bucket Cohort Evidence Ready
- True
- Outcome Grade
- B+
- Outcome Score
- 87
- Bucket comparison ready
- True
- Ready for backtest
- True
- Top-200 availability coverage
- 1.0
- Top-200 factual context coverage
- 1.0
MLB front-office track
B+In progress
- Buy Comparison Count
- 0
- Buy Comparisons Needed
- 7
- Buys Monitor Status
- collecting
- Current Grade
- B+
- Forward next target
- A-
- Limitations
- Strong public-model evidence with real historical outcome support; not a club-grade system because proprietary scouting, medical, player-development, and tracking data are not present.
- Observation Days Needed
- 14
- Observation Span Days
- 0
- Rank Comparisons Needed
- 7
- Score cap
- 87
- Next review target
- A-
- Uncapped Score
- 87
Next Build Order
- Keep logging forward archives: ~14 more observation day(s) needed to reach A- forward support.
- Run the Prospect Model v0.7-vs-v0.6 bucket comparison and publish the by-bucket verdict.
- Promote the ordinal bridge only after it beats the historical-neighbor baseline out of sample.
- Keep uncertainty-band explanations visible on every prospect detail surface.
- Keep the front-office report public and fail-loud when evidence regresses.