Beta Readiness Path v1
The completed local title map is ready to harden into a gated beta path, with real-user/public production domains still blocked.
The Single Idea
The completed title map is now a product-safe beta path: strict serve-now seeds, fallback-serviceable rows with caveats, reviewed holds, exclusions, BLS grounding where present, and real-beta gates that remain blocked until approval evidence exists.
01
Beta Cohorts
200serve now
49853fallback
491reviewed holds
23681excluded/not ICP
50053serviceable rows
170ICP examples
48025domain review
0real beta allowed
868unique SOCs
333serviceable SOCs
02
Source Grounding
| Source fact | Value |
|---|---|
| BLS wage/employment rows | 95 |
| BLS SOC count | 95 |
| BLS-grounded title rows | 70194 |
| Serviceable title rows with cached BLS SOC wage/employment facts | 48159 |
| Serviceable SOCs with cached BLS wage/employment facts | 75 |
| Serviceable rows without cached BLS SOC facts | 1894 |
| Multi-LLM decisions applied | 10957 |
| Remaining prompt candidates | 0 |
03
Broad ICP Example Personas
| Title | Function | Seniority | Market signals | BLS grounded | Risk tags | Real beta demo |
|---|---|---|---|---|---|---|
| seasonal sales associate | sales | early_career | 87 | yes | customer_data_privacy, human_approval_required | no |
| marketing and public relations specialist | marketing | early_career | 26 | yes | human_approval_required | no |
| data center operations manager-houston texas | operations | senior | 9 | yes | human_approval_required | no |
| support associate - soma | customer_success | early_career | 7 | yes | customer_data_privacy, human_approval_required | no |
| director of business intelligence | data_analytics | senior | 3 | yes | human_approval_required | no |
04
Real-Beta Gates
| Gate | Status | Owner | Requirement |
|---|---|---|---|
| auth_edge_context | required_before_real_beta | runtime_security | Use edge-created verified session or service-token context; deny client-supplied auth booleans and bind every request to tenant and learner. |
| privacy_minimization | required_before_real_beta | privacy_runtime | Add consent, intake allowlist, retention/deletion policy, and no raw profile or submission persistence in runtime artifacts. |
| telemetry_sink_approval | required_before_real_beta | telemetry_runtime | Keep external sinks disabled until approval; emit only redacted envelopes with learner hashes and zero conversion errors. |
| runtime_enforcement | required_before_real_beta | api_runtime | Enforce route scopes, rate limits, request-size limits, and safe error shapes in the network adapter, not just fixture contracts. |
| review_hold_closeout | required_before_external_beta | domain_risk_reviewer | Close GDPval and source-review holds before external beta or keep held modules out of beta practice. |
| source_refresh | required_for_claim_expansion | data_source_reviewer | Refresh source-authority and public-source receipts whenever BLS, O*NET, HF, or title evidence changes. |
05
Validation Checks
| Check | Result |
|---|---|
| title_coverage_valid | PASS |
| title_adjudication_valid | PASS |
| reconciled_title_rows_match_coverage | PASS |
| serviceable_rows_match_adjudication_summary | PASS |
| no_stale_adjudication_rows_applied | PASS |
| multi_llm_title_backlog_exhausted | PASS |
| reviewed_residual_holds_preserved | PASS |
| serve_now_cohort_defined | PASS |
| fallback_cohort_caveated | PASS |
| all_rows_have_known_beta_cohort | PASS |
| icp_example_candidates_present | PASS |
| founder_demo_candidates_present | PASS |
| bls_wage_employment_snapshot_present | PASS |
| bls_grounded_serviceable_rows_present | PASS |
| bls_partial_coverage_declared | PASS |
| source_authority_bls_metrics_current | PASS |
| real_beta_personalization_blocked | PASS |
| hf_runtime_map_ready | PASS |
| deployment_readiness_local_only | PASS |
| production_unlocks_blocked | PASS |
| api_runtime_local_safe | PASS |
| telemetry_local_only | PASS |
| beta_ui_local_only | PASS |
| real_beta_gates_declared | PASS |
06
Interpretation
This is the path to a production-quality beta, not a
claim that real learners can be invited today. The artifact preserves the
local synthetic boundary while making the remaining gates concrete.
Serviceable includes risk-tagged rows; real beta and real learner demos
stay blocked until domain review and runtime approvals are explicit.
Where to start
Use the broad ICP examples to test coverage across frontline and knowledge roles, then close auth, privacy, telemetry, runtime, and review gates before any real beta.
Use the broad ICP examples to test coverage across frontline and knowledge roles, then close auth, privacy, telemetry, runtime, and review gates before any real beta.