AINA data engine room - generated coverage receipt - 2026-06-11

Title Coverage Expansion v1

The engine now has a deterministic coverage-expansion queue: source-rich fallback rows that can be prioritized for stricter local synthetic packet/runtime coverage without unlocking real beta or production.

The Single Idea

This receipt identifies fallback rows that are strong enough to become local-synthetic serve-now candidates while keeping real beta and production blocked.

248promotion candidates
448candidate strict rows
200current serve-now
49605fallback after overlay
10functions covered
0production unlocks

Promotion Rule

A fallback title must come from original source coverage, be held back only for low market signal count, have semantic pass, BLS grounding, at least 2 source refs, exactly 2 market signals, a non-generic function, and no high-accountability risk tag or sensitive title blocker.

This is a packet-hardening and runtime-regression queue, not real learner eligibility.

Candidates By Function

FunctionCandidate rows
sales101
marketing32
operations25
customer_success23
strategy_consulting22
administration20
design_creative18
product4
education2
data_analytics1

Top Clusters

FunctionSenioritySOCCandidate rowsExample titles
salesearly_career13-119935bilingual sales assistant, call center sales retention rep sardis rd - 18 per hour plus commission & incentives, coordinator sales
salessenior13-119913full-time beauty lead advisor - sephora sales, manger product management partnership products & customer experience, market sales leader
administrationearly_career13-119910admissions coordinator livechat agent, entry level event coordinator, events assistant
salesexecutive41-401210account executive - houston, enterprise account executive spectrum enterprise, senior account executive influencer
strategy_consultingsenior13-111110informatica mdm consultant, sr. consultant strategic accounts, logistic consultant
salesearly_career41-40128express route sales representative, junior sales representative, contract sales representative
marketingearly_career13-11997associate origination marketing & proposals, field marketing coordinator, brand assistant
operationssenior13-10827director of project management office pmo, implementation solutions program manager, program project manager
salesexecutive13-11996junior sales executive, services & solutions sales executive, media sales executive
salesmanager11-20226regional sales manager south central al ms la ar, sales account manager sweet & beverage, sales manager oem
strategy_consultingindividual_contributor13-11116business solutions consultant, data science consultant, leasing consultant - link apartments mixson
customer_successearly_career13-11995client success associate, operations support assistant, program support coordinator

Validation Checks

CheckResult
beta_readiness_receipt_validPASS
beta_rows_presentPASS
source_coverage_receipt_validPASS
source_coverage_rows_presentPASS
promotion_candidates_presentPASS
all_candidates_uniquePASS
all_candidates_are_current_fallbackPASS
all_candidates_from_source_coverage_routePASS
all_candidates_low_signal_onlyPASS
all_candidates_local_synthetic_onlyPASS
all_candidates_semantic_bls_source_groundedPASS
all_candidates_non_generic_functionPASS
all_candidates_fallback_caveatedPASS
high_sensitivity_tags_not_promotedPASS
sensitive_title_patterns_not_promotedPASS
held_and_excluded_rows_not_promotedPASS
real_beta_remains_blockedPASS
production_unlocks_blockedPASS