
See where AI is reshaping your workforce
A workforce reading shows exactly where structural risk is concentrating across your teams, and a data-derived implementation plan tells leadership what to do next. Built for Chief People Officers, HR leaders, and executive teams running an AI rollout.
You cannot manage a workforce shift you cannot see.
AI is quietly rewriting what every role actually does, faster than any org chart updates. The question leadership teams are now asking is not whether it is happening, but where, how fast, and what to do about it. That is exactly what a workforce reading answers.
Invisible until it isn't
Role compression starts long before it reaches a performance review or a headcount plan. Most leaders learn about it from the P&L, when the cheapest moment to act has already passed.
Frameworks, not your data
AI courses teach a generic playbook. Consultancies sell a custom deck. Neither one measures where your actual workforce sits, or which of your roles are moving fastest.
Cheap to reshape, costly to react
Reshaping scope and building migration paths early is inexpensive. Backfilling attrition and rebuilding teams after the shift lands in your numbers is not.
One reading. A diagnosis, a prescription, and an on-call analyst.
Every employee takes a private 10-minute assessment. From that single reading, leadership gets three things that normally take a full consulting engagement to assemble.
Workforce Dashboard
Aggregated workforce reading: AI Career Index, Strategic Density, archetype mix, automation exposure, and a quadrant view of where structural risk concentrates.
AI Implementation Plan
A 10-module strategic plan derived directly from your workforce reading. Maturity stage, capability gaps, 90-day roadmap, pilot selection matrix, governance, KPI tree, investment tiering, and risk register.
Workforce AI Chat
Grounded chat assistant trained on your workforce reading. Ask where compression is concentrating, which team to invest in first, or how the reading translates into action.
A 10-module AI implementation plan, derived from your data.
Most "AI strategy" outputs are generic frameworks padded with case studies. The Implementation Plan is the opposite: every module is computed from your workforce reading.
Maturity stage placement, capability gaps, the 90-day roadmap, the pilot selection matrix, the risk register. All populate from the actual numbers your people produce.
Plan content is recomputed automatically when the workforce reading changes. No manual rewrites.
Diagnosis-driven, not framework-driven.
AI executive courses teach a generic framework. Big consultancies sell a custom slide deck. Both produce a plan. Only one of them is computed from your actual workforce data.
From invite to implementation, in three steps.
Invite the team
Company admins invite employees through a private, secure link. Employees take the assessment in around 10 minutes.
Workforce reads land
Each employee receives their private personal report. Leadership sees the aggregated workforce dashboard. No individual reading is ever exposed to leadership.
Implementation plan generates
The 10-module AI Implementation Plan populates automatically from your workforce data. No interviews, no consulting cycles.
What leadership sees
The aggregated workforce reading. No individual employee score is exposed at any point.
Preview the workforce dashboard →
Aggregated for leadership. Private to the individual.
Individual readings remain private to each employee. Leadership sees only aggregated workforce metrics. No path exists to surface an individual reading from the company dashboard or implementation plan.
Private Reports
Individual readings never visible to managers, HR, or executives.
Aggregated Only
Leadership sees only anonymised, workforce-level data.
Voluntary Participation
Employees complete the reading without performance pressure.
A Series B SaaS company lifted its Workforce Index 31 percent in six months.
180 employees. Initial reading flagged 42 percent of roles in the high compression band. Three sequenced structural moves over six months repositioned the organisation without headcount cuts. Measured outcomes, not slides.
Pick the cadence that matches your AI rollout.
Every tier includes private individual reports for every employee and an aggregated workforce dashboard. Growth and Enterprise add the AI Implementation Plan.
- Full premium reading for every employee (5-dimension AI Career Index)
- Private individual report for every employee
- Unlimited re-assessments for every employee
- Personal acceleration plan and action tracker for every employee
- Workforce AI Readiness Dashboard
- Overall Workforce AI Readiness Index score
- Archetype + automation exposure distributions
- Authority band breakdown
- PDF export of the workforce reading
- Everything in Starter, for up to 100 employees
- AI Implementation Plan (10-module strategic plan)
- Per-team breakdown and quadrant view
- Workforce 24-month projection (drift vs strategic)
- Quarterly re-reads with cohort drift tracking
- Workforce AI chat assistant
- Priority email support
- Everything in Growth
- Dedicated success manager
- SSO and custom security review
- Roster import via CSV, Workday, BambooHR, or custom feed
- Workshop and briefing for the leadership team
- Custom data and integration scope
Looking for a single-employee run? The individual AI Career Positioning Report starts at $49.
Get your company workspace provisioned.
Tell us about your company and a platform admin will get back to you within one business day to set up the workspace and assign you as the first company admin.
What happens next
- 1Take the individual assessment first.If you haven't already, register and take the free 10-minute reading. The first company admin must have an account.
- 2Submit this form.Use the registered email so we can match the workspace to your account.
- 3We provision and reply within one business day.You'll get an email confirming the workspace is live and you've been assigned as the first company admin. From there you can configure teams, send invites, and open the dashboard.
Run a workforce reading on your team.
One reading produces the workforce dashboard and the 10-module implementation plan. Done in two weeks of calendar time.


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"My category label on the index was completely accurate and completely uncomfortable. I had been drifting for two years without realising it. The 6-month plan broke the drift into four specific moves. I am three months in and the difference in the quality of the work I get offered is already visible."
"Finance is supposed to be safe from AI because of regulation. The report pushed back on that complacency by showing which parts of my role were substitutable regardless of sector. That precision is rare in career content. I trust the framework because it refused to tell me what I wanted to hear."
"The projection chart was the most honest piece of career analytics I have seen. It did not promise me growth. It showed me the probability weighted outcomes of two clear strategies and let me pick. I have recommended this to every senior engineer on my team. Nine of them have now taken it."
Measure Your Position with AI Career Index
Take the AI Career Snapshot to see your structural leverage, automation exposure, and growth trajectory with AI Career Index.
