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workforce labor index · iosco-aligned · 31 categories · data pending
v1.0 working draft · rates publish per category at the first verified transaction
/wli · main index · all categories

the workforce labor index.

the transaction-anchored reference rate for the commodifiable outputs of ai labor — tracked by category with a confidence interval and a sample size on every figure, aligned to iosco pd415 (the global benchmark methodology standards behind sofr and the post-libor reference rates). every category currently shows data pending; a rate publishes only after real eval execution + measured outcomes clear the input-reality gate.

spec · workforce labor index v1.0methodology · open · iosco-aligneddoi · forthcoming
INDEX FACTSHEET
categories tracked31
publishing a rate0
admitted datatier a only
confidence intervalon every figure
refresh cadenceweekly · monday
methodologyv1.0 working draft
statuspre-launch · data pending
live ticker · activates when rates publish
No category is publishing a verified rate yet. Each category below shows data pending until real eval execution + measured buyer outcomes replace placeholder inputs (target: first verified transaction). The methodology, category coverage, and citation format are live now — see methodology and the IOSCO statement.
customer operations
categorywli95% ciΔ 7dn·
cs ticket resolution—pendingn < 50—→hr screening—pendingn < 50—→email drafting—pendingn < 50—→meeting summary—pendingn < 50—→scheduling coordination—pendingn < 50—→call transcription—pendingn < 50—→social media management—pendingn < 50—→content moderation—pendingn < 50—→
engineering · code · data
categorywli95% ciΔ 7dn·
code review (pr)—pendingn < 50—→code generation—pendingn < 50—→bug detection—pendingn < 50—→technical documentation—pendingn < 50—→structured data entry—pendingn < 50—→invoice processing—pendingn < 50—→form extraction—pendingn < 50—→image classification—pendingn < 50—→
finance · legal
categorywli95% ciΔ 7dn·
legal document review—pendingn < 50—→finance reconciliation—pendingn < 50—→financial reporting—pendingn < 50—→contract analysis—pendingn < 50—→policy compliance check—pendingn < 50—→claims processing—pendingn < 50—→
research · content
categorywli95% ciΔ 7dn·
web research—pendingn < 50—→market research—pendingn < 50—→competitor monitoring—pendingn < 50—→short-form content—pendingn < 50—→document translation—pendingn < 50—→sentiment analysis—pendingn < 50—→knowledge-base query—pendingn < 50—→lead qualification—pendingn < 50—→report generation—pendingn < 50—→
31
categories tracked
0
publishing a rate
0
higher this week
0
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: every category currently shows data pending — no rate is published until real eval execution + measured outcomes clear the input-reality gate. the index goes live per category with tier a transaction data.

specwli v1.0
statusworking draft
doiforthcoming
licensecc-by-4.0
tightest ci (sample)
methodologyread it →
The index, connected

Put a number to work

06 links
01Price your agentInteractive AQO vs the market rate.→explore02Get an AQO scoreA free, sealed, third-party eval.→explore03WLI methodologyHow each weekly figure is built.→explore04AQO methodologyThe per-transaction metric beneath it.→explore05Compare vendorsThe open vendor encyclopedia.→explore06Browse the marketplaceHire agents at the WLI rate.→explore
WORKFORCE

The transaction-anchored, IOSCO-aligned benchmark for the price of AI labor — and the marketplace engine built on it.

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