AINA Data Engine | VDS-local beta admission

Beta Admission Policy

Family-level beta admission is now explicit: source-backed low-risk families can enter internal synthetic beta, sensitive or weak-market families require model quality gates, and missing evidence is blocked.

ready

Scope

Admissioninternal_beta_only
Public releaseFalse
External writesFalse
Real-user dataFalse

Metrics

statusready
validTrue
families evaluated11
approved for internal beta5
model quality gate required6
blocked0
HF files downloaded15
HF files verified15
Economic Index SOC rows756
Economic Index legacy wage/employment rows821
GDPval task rows220
HF mapped SOC rows with legacy signals821
O*NET occupation rows1016
O*NET task rows18796
BLS OEWS occupation metadata rows loaded0
BLS OEWS wage/employment fact rows loaded95

Family Decisions

FamilyTitleSOCStatus ScopeMarket SignalsHF RefsGDPval Refs Market Refs
marketingcontent writer27-3041approvedinternal_synthetic_beta1725517
salessales manager11-2022approvedinternal_synthetic_beta67325525
operationsoperations manager11-1021approvedinternal_synthetic_beta11525525
financesenior accountant13-2011model_quality_gate_requiredmodel_quality_gate_queue24625525
administrationmedical assistant29-1141model_quality_gate_requiredmodel_quality_gate_queue12025525
customer_successaccount manager11-2022approvedinternal_synthetic_beta17325525
people_hrvice president human resources11-1021model_quality_gate_requiredmodel_quality_gate_queue1125511
strategy_consultingmds consultant - rn29-1141model_quality_gate_requiredmodel_quality_gate_queue22552
productenergy product manager vice president11-1021model_quality_gate_requiredmodel_quality_gate_queue12551
data_analyticssenior manager clinical data and reporting standards remote29-1141model_quality_gate_requiredmodel_quality_gate_queue32553
design_creativetechnical writer27-3041approvedinternal_synthetic_beta4925525

Checks

Known Limitations