OpenChainGraph Suite · ART-712

Workforce Board ROI Report

A workforce program ROI report from a program budget, enrollment and WIOA outcome data: a five-indicator benchmark scorecard against WIOA target sets (your State's negotiated levels via wioa_targets, or the Apex illustrative defaults when not supplied) for adult, dislocated-worker and youth programs, cost-per-outcome metrics, and a taxpayer return model with a break-even horizon and a three-year return per dollar.

WIOA BenchmarksOfficial QCEW BaselinesROI GradeZero PIIClient-side only

🔒 All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data; use synthetic or anonymised inputs only.

Scope & reliance

The scorecard compares the entered outcome rates against WIOA target sets: your State's negotiated levels supplied via wioa_targets when present, otherwise the Apex illustrative defaults carried in the kernel (WIOA levels of performance are negotiated per State, 20 CFR 677.190, and no national value exists); a percentage indicator exceeds at target + 2 points and meets at target − 1 point, the earnings indicator exceeds at target × 1.05 and meets at target. The wage gain is measured against the official BLS QCEW Q3 2023 private-sector weekly wage × 52 for the selected sector. Tax recapture applies a fixed 30% effective-rate assumption (not a statutory rate) to the positive wage gain, annualizes Q2 median earnings × 4, and grades the program on the three-year return per dollar. The in-kernel target values are illustrative defaults carried from the Apex page; supply your State's negotiated levels (statistical adjustment model, TEGL 11-19 Change 2) via wioa_targets, and note the 677.190 sanctions thresholds (90 percent overall, 50 percent per indicator) are not modelled. Participants exited defaults to enrolled when left blank. No formal correctness proof exists for this node yet (compute_proof_ready: deferred); see the proof-status note below the results.

Program, cost and WIOA outcome inputs

Edit any field and run. The sample is the manifest example: an advanced-manufacturing adult program priced against the official manufacturing baseline.

program_name

program_type

program_year

sector

total_budget ($)

avg_training_weeks

participants_enrolled

participants_exited

emp_rate_q2 (%)

emp_rate_q4 (%)

median_earnings_q2 ($)

credential_rate (%)

skill_gains_rate (%)

Result

Program economics

Proof status

This node ships compute_proof_ready: deferred. No formal correctness proof has been produced for this kernel; the result above is a deterministic recompute, verified by a property-test floor, not a proven one.

Execution Hash & §4 Artifact

SHA-256 execution hash (JCS canonical, RFC 8785):

Run the AINumbers MCP tool `workforce_board_roi_report`. Task: Port of ApexLogics Apex #15 (AL-07) Workforce Board ROI Report Generator into the AINumbers chaingraph shape. Call it with arguments: {"policy_parameters":{"program_name":"Advanced Manufacturing Cohort 3","program_type":"adult","program_year":"PY 2023","sector":"manufacturing","total_budget":500000,"avg_training_weeks":16,"participants_enrolled":150,"participants_exited":120,"emp_rate_q2":76,"emp_rate_q4":74,"median_earnings_q2":6200,"credential_rate":53,"skill_gains_rate":56}} Verify before trusting: call `verify_execution_hash` on mcp.ainumbers.co (https://mcp.ainumbers.co/mcp) with the parameter `claimed_hash` set to the returned `execution_hash`, passing the full artifact the run returned (the object containing `policy_parameters` + `output_payload` + `execution_hash`; equivalently `policy_parameters` + `output_payload` with `claimed_hash`), not the bare hash string. Return the ledger link https://ledger.ainumbers.co/ so a human can re-verify without contacting us. PII rule: All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data — use synthetic or anonymised inputs only. Over MCP, the run happens on the AINumbers worker. No AINumbers server stores your inputs. Open the tool with the sample prefilled: https://ainumbers.co/chaingraph/art-712-workforce-board-roi.html#p=v1.H4sIAAAAAAAA_wFGAbn-eyJwcm9ncmFtX25hbWUiOiJBZHZhbmNlZCBNYW51ZmFjdHVyaW5nIENvaG9ydCAzIiwicHJvZ3JhbV90eXBlIjoiYWR1bHQiLCJwcm9ncmFtX3llYXIiOiJQWSAyMDIzIiwic2VjdG9yIjoibWFudWZhY3R1cmluZyIsInRvdGFsX2J1ZGdldCI6NTAwMDAwLCJhdmdfdHJhaW5pbmdfd2Vla3MiOjE2LCJwYXJ0aWNpcGFudHNfZW5yb2xsZWQiOjE1MCwicGFydGljaXBhbnRzX2V4aXRlZCI6MTIwLCJlbXBfcmF0ZV9xMiI6NzYsImVtcF9yYXRlX3E0Ijo3NCwibWVkaWFuX2Vhcm5pbmdzX3EyIjo2MjAwLCJjcmVkZW50aWFsX3JhdGUiOjUzLCJza2lsbF9nYWluc19yYXRlIjo1Nn2hM-a6RgEAAA

Workforce Board ROI Report

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