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LIVE
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[ AI DISPLACEMENT INTEL ] SYS:OK MODEL:v2.4.1 WIRE:STREAMING UPDATED:-- [ HR / CHRO / L&D ] ‹ FOR WORKERS
SECTOR RISK ▸ FINANCE78+2.3 SECTOR RISK ▸ LEGAL75+0.9 SECTOR RISK ▸ TECH72+1.8 SECTOR RISK ▸ MARKETING70+1.4 CRITICAL ▸ TELEMARKETER95 CRITICAL ▸ DATA ENTRY94 CRITICAL ▸ BOOKKEEPER89 WIRE ▸ EU BANK−180 CS ROLES WIRE ▸ US FINTECH−45 PARALEGAL WIRE ▸ DE AUTO−320 BACK OFFICE SECTOR RISK ▸ FINANCE78+2.3 SECTOR RISK ▸ LEGAL75+0.9 SECTOR RISK ▸ TECH72+1.8 SECTOR RISK ▸ MARKETING70+1.4 CRITICAL ▸ TELEMARKETER95 CRITICAL ▸ DATA ENTRY94 CRITICAL ▸ BOOKKEEPER89 WIRE ▸ EU BANK−180 CS ROLES WIRE ▸ US FINTECH−45 PARALEGAL WIRE ▸ DE AUTO−320 BACK OFFICE
CLANKERS RISK INDEX / LIVE / 0-100

The composite measure of AI displacement pressure across the workforce.

A single number, refreshed daily, that quantifies how much of the global labor market is being restructured by AI right now. Built on BLS, Frey-Osborne, WEF, and our proprietary scoring engine.

0.0
CRI · today
▲ +0.0
7-day change
Roles tracked
0
Sectors monitored
14
Alerts (24h)
0
90-day window · trailing

Composite Risk Index — last 90 days

STREAMING
refresh 30s
9075604530
Sources: BLS · Frey-Osborne · WEF · Layoffs.fyi
Model: Clankers v2.4.1
[ A ]SIX LIVE INTEL FEEDS · NO ONE ELSE PUBLISHES THESE

Real-time displacement intelligence — six angles the upskilling industry doesn't show you.

TERMINAL / 02DETAILS · SECTOR + WIRE + SCORER

Drill into the data — by sector, role, and event.

14 sectors monitored continuously · Top 10 at-risk roles refreshed weekly · Score any role on demand
◆ Sector Risk Board
Auto-refresh · 14 sectors
◆ Wire Feed
Streaming
◆ Score a Role · Live
Six-factor model
Clankers Risk Score · 0-100
Enter a role and hit Score to see its displacement risk.
◆ Top 10 Roles by Risk Score
Updated weekly · Clankers v2.4.1
Sources: BLS JOLTS · Frey-Osborne · WEF Future of Jobs · Layoffs.fyi · Clankers Model v2.4.1
Methodology: Six-factor composite · Refreshed daily · Updated
[ 01 ]/ THE REALITY HR IS IGNORING

Your workforce is being restructured
whether you budget for it or not.

Most upskilling vendors sell the same pitch: "AI is changing work, train everyone." That wastes 70% of your training budget on people who don't need it — and misses the 10% who urgently do.

[ R.01 ]
47%
of US jobs are at high risk of automation over the next two decades.
Frey & Osborne, Oxford
[ R.02 ]
300M
full-time jobs globally could be exposed to automation by generative AI.
Goldman Sachs, 2023
[ R.03 ]
83%
of HR leaders say they lack a clear AI workforce strategy — but 61% feel pressure to deliver one.
SHRM / industry surveys 2024-2025
[ R.04 ]
$1.3M
average cost of a large-scale reskilling program that trains the wrong people first.
WEF Future of Jobs, 2023
[ 02 ]/ HOW IT WORKS

Risk first. Then upskilling.
Not the other way around.

Every other vendor leads with "here's our training catalog." We lead with "here's a map of where your organization is actually exposed." Because if you don't know who's at risk, you can't protect them.

01
[ STAGE.ASSESS ]

Workforce Risk Assessment (72 hours)

You send us your org chart (roles and seniority, no names required). The Clankers AI displacement model scores every role on a 0–100 scale using six factors:

  • Task decomposability (how much of the role is pattern-matching work AI can already do)
  • Tool adoption velocity in the role's industry
  • Real-world layoff data from the past 18 months by job title
  • Defensive moats (customer trust, physical presence, regulatory gatekeeping)
  • Reskilling adjacency (how close the role sits to safer adjacent roles)
  • Time-to-impact window (12 months vs 5 years vs "probably safe")

You receive a board-ready executive report inside 72 hours. Not a deck — a decision document.

02
[ STAGE.MAP ]

Workforce Transition Roadmap

From the risk map, we build a 12-month transition plan showing which cohorts to upskill first, which to cross-train, which to redeploy, and where new hires should target. You get a prioritized action list — not 800 training modules to pick through.

  • Quarterly milestones with measurable risk-reduction targets
  • Budget allocation by cohort (stop overspending on low-risk roles)
  • Internal communications templates for transparency without panic
  • Executive dashboard for tracking risk exposure over time
03
[ STAGE.UPSKILL ]

Ongoing Upskilling + Education

Weekly briefings from Aria — your AI Displacement Advocate — keep the workforce informed without the doomer tone that kills morale. Monthly live workshops on working with AI tools instead of being replaced by them. Quarterly risk reassessments as the landscape shifts.

  • Aria-led monthly group workshops (Zoom/Teams)
  • On-demand AI fluency library tailored to your industry
  • Quarterly risk rescoring as the model updates
  • Manager toolkit for difficult conversations about restructuring
[ 03 ]/ PRICING

Four tiers. Transparent pricing.
No per-seat guilt trips.

Most enterprise upskilling vendors hide their pricing behind "contact sales" so they can quote whatever the market will bear. We publish ours. If you've got budget, you know before the call.

[ T.01 ]
Pilot
10–50 employees · testing the water
$2,500 one-time
No subscription commitment
  • Full risk assessment for up to 50 roles
  • Board-ready executive report (72-hour turnaround)
  • One 90-minute virtual workshop for your team
  • Upgradeable to any annual tier within 60 days
  • Direct founder access during the pilot
Start a pilot →
[ T.03 ]
Enterprise
250–2,000 employees
$8 /employee/month
Billed annually · $96/yr per employee
  • Everything in Team
  • Custom industry-specific content
  • Dedicated customer success manager
  • API access to risk model
  • Executive stakeholder briefings
  • HRIS integration (Workday, BambooHR, others)
Book a call →
[ T.04 ]
Strategic
2,000+ employees · bespoke
Custom
Multi-year engagement
  • Everything in Enterprise
  • Custom model training on your data
  • White-glove transformation partnership
  • Onsite workshops for leadership
  • Quarterly board-level presentations
  • Multi-year strategic roadmap
Contact us →
[ 04 ]/ CONTACT

Book a 30-minute discovery call.

Tell us a bit about your organization and we'll get back within one business day to schedule. No sales theater, no five-step qualification.

▸ We respond within one business day