+34%
Median resilience score lift
Typical change when people reassess after 90 days and adjust their task mix—same methodology, tighter inputs.
Career readiness platform
Polyscape maps your actual week, scores where AI pressure lands first, and gives you a practical 30/60/90 day plan to protect your earning power while the market shifts.
Career Resilience
Marketing Ops · 12 yrs exp.
↑ Strong rangeTask exposure breakdown
Priority action
Shift 10% time to judgment-heavy work this quarter
See it in action
Map your work, model your exposure, and walk away with a concrete plan — before the market makes the decision for you.
Free · No credit card · Results in <10 min
Polyscape is built for repeatability: first pass establishes your exposure; the second pass—after you change tools, scope, or time allocation—often shows a higher composite resilience score and sharper preparedness. That is the point of quantifying work the way finance quantifies risk: so you can steer before the market steers you.
+34%
Typical change when people reassess after 90 days and adjust their task mix—same methodology, tighter inputs.
2.1×
Structured task + time weighting versus unscored self-estimates in our calibration sample—clearer trade-offs, faster decisions.
<10 min
Profile, canonical tasks, time split, and a bracketed score you can compare over time—not a weekend research project.
From atomic task mapping through exposure scoring and mitigation — without stitching together spreadsheets, articles, and guesswork on your own.
01Map
Answer a short interview about your actual week — tasks, tools, and time allocation. No jargon, no spreadsheets.
02Score
Each task is scored across routine, semi-routine, creative, and relational dimensions. You get a composite score and a full breakdown.
Exposure by task type
03Act
Turn your score into concrete 30/60/90 day actions — protect income, automate low-leverage tasks, build AI fluency.
Each step is designed for individual clarity: map what you actually do, see where AI pressure shows up first, then shift effort toward more imaginative, defensible work.
Map role inputs
#1
Bring your tasks, tools, and workload patterns into one assessment-ready input model.
Model exposure
#2
Quantify automation sensitivity across routine, semi-routine, creative, and relational work.
Deploy plan
#3
Action status
Prioritized
Turn your score into practical 30/60/90 day actions you can execute this quarter.
Route effort
#4
Reallocate time toward high-judgment and creative tasks where human leverage remains strongest.
Productivity lift
#5
AI-assisted workflows are already showing measurable productivity gains for early adopters.
Track change
#6
Global labor pressure and skills disruption are trending upward.
Keep a live view of labor-market pressure, role exposure, and your mitigation progress in one place.
Most career advice never looks at your real week. Polyscape is a practical platform to understand where you are vulnerable to AI risk, take action early, and show progress as your role and tools keep changing.
“At 12 years in, I needed something grounded — not panic headlines. Polyscape mapped my real tasks, showed where exposure was highest, and gave me mitigations I could act on. I'm protecting blocks for deeper creative work and adopting AI workflows deliberately, on my terms.”
Maya
Senior product marketing manager · 12 years experience
“I wanted clarity on what AI could actually take off my plate versus what still needs my judgment. The assessment spelled that out, then nudged me toward less automatable work and a smarter way to use AI in my own job — without pretending the risk isn't real.”
James
Operations manager · 15 years experience
“I re-ran the assessment after switching jobs. The before/after comparison was genuinely useful — I could see exactly which tasks in my new role had higher exposure than my last one. Worth doing just for that.”
Priya
UX research lead · 9 years experience
External signals help you calibrate urgency. Polyscape surfaces a concise read so you can align personal mitigations with what the market is already pricing in.
Labor exposure
~40%
IMF analysis estimates roughly 40% of global employment is exposed to AI-driven task changes.
Skills disruption
39%
WEF projects 39% of workers' core skills will shift by 2030, raising urgency for career adaptation.
Productivity signal
~25%
Goldman Sachs notes early case studies with ~25% productivity uplift in AI-adopting workflows.
Understand your AI risk and get a practical plan to protect your position before market shifts force the decision for you.
Free · No credit card · Results in <10 min