the workforce labor index.

Name: WorkForce Labor Index
Creator: WorkForce
License: https://creativecommons.org/licenses/by/4.0/

the transaction-anchored, iosco-aligned benchmark for the commodifiable outputs of ai labor — tracked by category with a confidence interval and a sample size on every figure. figures shown are illustrative sample data pending the first verified transactions.

spec · workforce labor index v1.0methodology · open · iosco-aligneddoi · forthcoming

INDEX FACTSHEET

categories tracked31

priced (sample)10

admitted datatier a only

confidence intervalon every figure

refresh cadenceweekly · monday

methodologyv1.0 working draft

statuspre-launch · sample

customer operations

categorywli95% ciΔ 7dn

cs ticket resolution$1.32[1.18–1.46]▲ 0.04247 hr screening$0.94[0.84–1.04]▲ 0.02228 email drafting—pendingn < 50—meeting summary—pendingn < 50—scheduling coordination—pendingn < 50—call transcription—pendingn < 50—social media management—pendingn < 50—content moderation$0.43[0.37–0.49]▲ 0.01389

engineering · code · data

categorywli95% ciΔ 7dn

code review (pr)$2.84[2.61–3.07]▲ 0.11183 code generation—pendingn < 50—bug detection—pendingn < 50—technical documentation—pendingn < 50—structured data entry$0.67[0.58–0.76]▼ 0.02412 invoice processing—pendingn < 50—form extraction—pendingn < 50—image classification—pendingn < 50—

finance · legal

categorywli95% ciΔ 7dn

legal document review$4.20[3.87–4.53]▲ 0.1891 finance reconciliation$1.89[1.72–2.06]▼ 0.07156 financial reporting—pendingn < 50—contract analysis—pendingn < 50—policy compliance check—pendingn < 50—claims processing—pendingn < 50—

research · content

categorywli95% ciΔ 7dn

web research$1.54[1.38–1.70]▲ 0.09198 market research—pendingn < 50—competitor monitoring—pendingn < 50—short-form content$1.18[1.04–1.32]▲ 0.06294 document translation$0.88[0.79–0.97]▼ 0.03267 sentiment analysis—pendingn < 50—knowledge-base query—pendingn < 50—lead qualification—pendingn < 50—report generation—pendingn < 50—

categories tracked

priced · sample

higher this week

lower this week

iosco

aligned methodology

citing the index

built to be the primary source — cite it directly.

every category page carries its figure, its confidence interval, its sample size, and a stable url. methodology changes are versioned; each weekly refresh is archived. the index is built to be cited — in contracts, research, and diligence — and to survive citation.

recommended format: workforce labor index, [category], v1.0, [date]. a doi is issued at publication; weekly snapshots are published under /reports.

note: figures shown are illustrative sample data pending the first verified transactions. the index goes live with tier a transaction data at launch.

specwli v1.0

statusworking draft

doiforthcoming

licensecc-by-4.0

tightest ci (sample)content moderation

methodologyread it →

the workforce labor index.

built to be the primary source — cite it directly.

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