How to Future-Proof Your Workforce
Future-proofing isn't a slogan; it's a sequence. Start with exposure, move to reskilling and redeployment. Here's the path.
July 23, 2026
Your Board Is Asking About AI Workforce Risk. Here’s the Answer.
AI Exposure Analyzer maps your organization’s roles to O*NET work activities, scores every task for AI/automation exposure, and surfaces board-ready department heatmaps and redeployment targets — in hours, not months. No consulting engagement required.
- 14-day free trial — no credit card required
- Grounded in O*NET v30.3 — the DOL's 900+ occupation taxonomy
- Board-ready PDF + PPTX export in minutes
- Transparent, auditable exposure rubric
Read Free Guides on AI Workforce Risk
O*NET methodology explainers, board-reporting frameworks, and workforce AI readiness guides.
Calculate Your Organization’s ROI
See your annual cost of consulting or manual Excel analysis — and your savings by tier.
Start Your Free 14-Day Trial
Full Business-tier access. No credit card required.
The Status Quo Has a $20,000–$80,000 Price Tag
01
Macro research creates urgency, but no company-specific answer.
McKinsey, Goldman Sachs, and Anthropic AI exposure indices tell your board that 37% of business leaders plan to replace workers with AI by 2026. They tell you nothing about which of your 42 specific roles are exposed, at what intensity, or what to do about it.
02
Consulting engagements cost $20,000–$80,000 per cycle and can't be repeated.
Management consulting firms charge $150–$300/hour for a bespoke AI workforce audit. At 100–300 hours per mid-market engagement, the cost is $15,000–$90,000. The deliverable is a one-time report — not repeatable as AI capabilities evolve and your role mix shifts.
03
Manual O*NET mapping in Excel costs 80–250 hours per cycle.
At $100/hour for a senior HR analyst, that's $8,000–$25,000 per analysis cycle. The result is inconsistent (different analysts apply the rubric differently), non-auditable, and takes weeks to produce.
04
Reactive workforce restructuring costs $45,000–$90,000 per displaced employee.
When exposure analysis comes too late, companies make reactive restructuring decisions rather than proactive redeployment decisions. SHRM estimates replacement cost at 50–200% of annual salary per displaced employee.
Total quantified cost of inaction: approximately $88,000–$255,000/year for a mid-market company running one AI workforce assessment cycle annually. The Professional subscription at $4,490/year pays for itself by replacing a single consulting engagement or preventing one avoidable external hire, delivering a 16–47× ROI.
Self-Serve AI Exposure Analysis. In Hours, Not Months.
Company-specific O*NET-powered analysis.
Upload your headcount CSV, confirm O*NET occupation matches for every role, and receive a transparency-first exposure score grounded in the same DOL data that powers the leading macro research — applied to your specific workforce for the first time.
Replaces the consulting engagement at a fraction of the cost.
AI Exposure Analyzer compresses the workflow to hours: upload → match → score → export. The output is a board-ready PDF or PPTX deck that the consulting firm would have charged $20,000–$80,000 to produce. Your subscription costs $249–$449/month.
Transparent, auditable four-dimension rubric.
Every exposure score is traceable from the composite role score → dimension scores (cognitive routine, physical routine, social/judgment, creative) → per-task O*NET task importance-weighted inputs. You can answer every board question about methodology because you co-own every step.
Redeployment recommendations built in.
For every High or Critical-flagged role, the platform surfaces 3–5 adjacent occupations from O*NET's Related Occupations matrix with skill-overlap percentages and reskilling effort estimates. Turn the exposure assessment into a proactive redeployment plan.
Everything an HR Strategy Team Needs
O*NET Occupation Matching Engine
Fuzzy title-to-SOC-code lookup across 900+ occupations with confidence scores. Manual override on every role. Every match confirmed before scoring runs.
Transparent Four-Dimension Exposure Rubric
Cognitive routine, physical routine, social/judgment, and creative dimensions scored per task, weighted by O*NET task importance ratings. Scores are analytical inputs, not verdicts.
Department Heatmap Dashboard
Color-coded exposure bands (Low / Moderate / High / Critical) at the department level with one-click drill-down to the role-level exposure card.
Redeployment Recommendation Engine
For High/Critical roles, 3–5 adjacent occupations from O*NET's Related Occupations matrix with skill-overlap % and reskilling effort. Actionable redeployment targets, not just scores.
Board-Ready Export
PDF executive summary and PPTX deck pre-formatted for C-suite and board presentation. Unbranded at Professional tier; white-label (logo + colors) at Business+.
Scenario Snapshot Versioning
Save and compare assessment states over time. Show the board how your AI exposure profile has shifted quarter-over-quarter as AI capabilities evolve.
From Headcount Export to Board-Ready Heatmap in Under 30 Minutes
1
Upload your role list.
Export a standard headcount CSV from your HRIS. Upload it, map columns, and proceed — no data preparation beyond the source system export.
2
Confirm O*NET matches.
The matching engine surfaces up to 5 SOC code candidates per role. Review, confirm, or override every match. Your team co-owns the methodology before scoring runs.
3
Export your board heatmap.
Run scoring. Review department exposure bands and redeployment recommendations. Export a PDF executive summary or PPTX deck ready for your next board presentation.
How Much Is Your Current AI Exposure Analysis Costing You?
A senior HR analyst spends 80–250 hours per analysis cycle on manual O*NET mapping. A consulting engagement costs $20,000–$80,000. Calculate your specific annual cost and see which AI Exposure Analyzer tier delivers the fastest payback.
Calculate My ROIStart with a Template
Run your first AI exposure assessment manually with a ready-to-use workbook — before committing to a subscription.
AI Exposure Scorecard
$29
Ready-to-use Excel workbook with O*NET task mapping guide and manual exposure scoring rubric.
HR AI Strategy Toolkit
$99
Complete 9-tab Excel toolkit: assessment workflow, scenario comparison, redeployment ROI calculator, and board deck outline.
Workforce AI Readiness Complete Kit
$299
Every tool in one bundle: AI Exposure Scorecard, Redeployment Workbook, Strategy Guide, Toolkit, plus 3 bonus checklists.
Free Guides on AI Workforce Risk
The Staffing and Hiring Impact of AI, Role by Role
Exposure shifts how you hire and staff specific roles. Here's how to translate it into concrete staffing decisions.
July 22, 2026
Strategic Workforce Planning with AI Exposure Data
Exposure data sharpens workforce planning — hiring, staffing, redeployment. Here's how to fold it in responsibly.
July 21, 2026
Replace a $20,000–$80,000 Consulting Engagement
Your Board Meeting Is Coming. Will You Have the Data?
AI Exposure Analyzer compresses $20,000–$80,000 consulting engagements into a 30-minute repeatable workflow. Start your 14-day free trial — full Business-tier access, no credit card required.
O*NET v30.3 · DOL Data · 14-Day Free Trial · No Credit Card Required
AI Workforce Risk Intelligence, Delivered to Your Inbox
O*NET methodology explainers, board-reporting frameworks, and workforce AI readiness guides — delivered straight to your inbox.