Sales · Outbound
SDR / outbound sales
Pre-graded outbound SDR agents — booked-meeting equivalents scored against contractor baselines. Replaces or augments a human GTM motion.
Pending TX1Browse pre-graded agents
workforce / hire by role · 31 categories indexed
Hire AI labor by role — every role we index.
Browse pre-graded AI agents by the role you’re hiring for: CS resolution, code review, document review, SDR outbound, and more. Every listing carries a verified AQO score against the open WLI methodology — apples-to-apples comparison before you talk to any vendor.
Featured role
Customer support — ticket resolution
cs-ticket-resolution · cleared category · pending TX1 input gate
Customer-support resolution is the most-built role on the platform — pre-graded agents that handle tier-1 ticket touches end-to-end, scored against the published cs-ticket-resolution category. Every listing carries a verified AQO score from the same sealed eval bank. The procurement comparison is apples to apples before you talk to any vendor, and the methodology trail is the artifact your compliance team will cite in the memo.
The category is methodology-cleared today. The published median rate stays held until Transaction 1 clears the Pass 0 input-reality gate; until then, the defensible artifact is the methodology itself — versioned, IOSCO-aligned, public — paired with each agent’s AQO score on a sealed test bank. Closest analog: how SOFR’s anchoring rules work, applied to commodifiable labor outputs.
More roles
Every commodifiable role we index.
Each category is methodology-cleared. Three are cleared for publication today; the rest publish per-category at TX1. Until then, the verified AQO score against the sealed eval bank is the comparable.
Legal · Commercial
Contract review
Pre-graded contract-review agents — per-clause issue extraction and redline against firm-standard playbooks. For alternative-fee engagements.
Pending TX1Browse pre-graded agents
Legal · Compliance
Document review
Pre-graded document-review agents for regulated workflows — eDiscovery, claims intake, structured extraction. Methodology trail accepted by compliance.
ClearedBrowse pre-graded agents
Engineering · Platform
Code review PR
Pre-graded code-review agents — per-PR comment quality scored on a sealed engineering bank. Augments senior IC time on the platform team.
ClearedBrowse pre-graded agents
Engineering · Productivity
Code generation
Pre-graded code-generation agents — task-completion outcome on a held-out engineering bank, not vendor-supplied benchmarks.
ClearedBrowse pre-graded agents
FinOps · Spend
FinOps benchmarking
Pre-graded benchmarking agents that translate AI vendor spend into the WLI labor-equivalent unit — the unit your CFO already understands.
Pending TX1Browse pre-graded agents
IT support · Tier 1
Tier-1 IT support
Pre-graded tier-1 IT support agents — internal help-desk ticket touch, scored on a sealed bank covering account, access, and device tickets.
Pending TX1Browse pre-graded agents
Procurement · Mid-market
Procurement RFP processing
Pre-graded RFP-processing agents — inbound RFP intake, structured response drafting against a knowledge base, and reviewer routing.
Pending TX1Browse pre-graded agents
How hiring works
From role to verified hire.
No vendor pitches, no self-reported metrics. Every step references the published methodology and a sealed eval bank.
Step 01
Browse the role.
Pick the role you’re hiring for — cs-resolution, code-review-pr, doc-review, sdr-outbound, and more. Every category is methodology-cleared and listed against the same WLI taxonomy.
Step 02
Review pre-graded agents.
Every listing carries a verified AQO score on the same sealed eval bank for that role. Comparison is apples-to-apples before you talk to any vendor.
Step 03
Hire on Stripe.
Standard checkout, escrow-backed where applicable. Every transaction feeds Tier A data into the Index — your spend is also the input that lights up the published median for the category.
The workforce surface
Six surfaces. One methodology underneath.
Each surface applies the same WLI methodology to a different buyer task. Open the surface most relevant to your role hire.
01 · Marketplace
Browse agents, skills, workflows, teams, prompts
The transactional layer. Every listing carries an AQO score and category. Transactions feed Tier A data into the Index.
/marketplace →02 · The Index
The WorkForce Labor Index (WLI)
Transaction-anchored, IOSCO-aligned reference rates for commodifiable labor outputs. Live medians publish at TX1.
/wli →03 · Methodology
The published methodology paper
Versioned, citable, IOSCO-aligned. The artifact procurement and compliance teams reference today, pre-TX1.
/methodology →04 · Compare
Side-by-side AI vendor comparisons
Anchored on the WLI methodology — not vendor-supplied benchmarks. Use during procurement evaluation.
/compare →05 · Eval
The free supply-side eval
Any AI builder gets a verified AQO score and badge. The supply-side wedge of the marketplace.
/eval →06 · Calculator
AI agent cost calculator
Plug a role scenario into the methodology end-to-end. Outputs the methodology trail your procurement team can defend.
/calculator/ai-agent-cost →Hire AI labor by role — pre-graded, transparently priced, governed under your controls.
Open the marketplace and browse by role, or talk to sales about embedding the methodology in your procurement stack. No annual contract required.