AI Workforce Transformation
Talent Intelligence​

Built on Draup’s proprietary, continuously refreshed data layer, connecting insights across labor market, work architecture, business intelligence, and technology adoption.

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Trusted by The World's Largest Enterprises
Loved by Analysts
Trailblazer in HR Technology
The joshbersin Company Logo
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16 mentions in reports and Hype Cycles
Etter
AI Workforce Transformation

Quantify the Disruption
Own the Transformation

Map the work your teams actually do​

Etter reads your process maps, task lists, and JDs against the work actually running in your systems, and surfaces the tasks no job description accounts for.​

Quantify AI's impact on every role​

Every task is scored for how far AI can automate or augment it, with the reasoning behind each score.​

Build the transformation plan​

Which roles to reskill, redeploy, or hire for, in what order, on what timeline.​

Model scenarios and forecast ROI​

Run any scenario and see the impact on headcount, cost, and capacity before the budget is committed.​

HRIS Integration​

Etter writes redesigned roles, job descriptions, and skills into Workday, SAP SuccessFactors, or whatever you already run, then reads workforce changes back in. No rip and replace.​

AI’s biggest wins

lives in your org chart

20-30%

of your roles scoped for 
headcount redeployment.

~$240M

in value you can unlock. (Modeled for a 20,000-person enterprise.)

Automation impact you can
deconstruct and explain

Role
Financial Analyst
Tasks
Data prep
Variance commentary
Report drafting
Skills
Financial fundamentals
Financial modeling
SQL
AI supervision
Tech stack
SAP
Anaplan
Snowflake
Excel
LangChain

Established finance skillAI-era skill the role now absorbs

AI exposure — assessed at the atomic task, then rolled up to the workload, role & business function

Task
483715

Variance commentary

Automate / Augment / Human
Workload
0

Management reporting

AI exposure
Role
0

Financial Analyst

AI exposure
Business function
0

FP&A

AI exposure

Role

Financial Analyst

Tasks

Data prep
Variance commentary
Report drafting

Skills

Financial fundamentals
Financial modeling
SQL
AI supervision

Tech stack

SAP
Anaplan
Snowflake
Excel
LangChain

Established finance skillAI-era skill the role now absorbs

AI exposure — assessed at the atomic task, then rolled up to the workload, role & business function

Task
483715

Variance commentary

Automate / Augment / Human
Workload
0

Management reporting

AI exposure
Role
0

Financial Analyst

AI exposure
Business function
0

FP&A

AI exposure

Start With a
Free AI Workforce
Diagnostic

Board-ready AI transformation roadmap for your organization in 14 days.

By filling up this form, you agree to allow Draup to share this data with our affiliates, subsidiaries and third parties

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Talent Intelligence​
Powered by Multi-Dimensional Global Labor & Market Data​

Your Workforce Plan is Annual.
The Market it Depends on is Not.

See talent supply, cost, competitor movement and skill shift for any role in any market, updated continuously and delivered wherever the decision gets made.

Talent Intelligence
in Action

Workforce Planning

Plan headcount, roles and skills against talent that actually exists, at costs you can defend.

Peer Intelligence

Benchmark hiring, pay, attrition and tech adoption against your talent competitors.

Location Analysis

Find talent-rich locations beyond the obvious ones, scored on talent density, cost and competition.

Talent Acquisition

Hire niche roles with hard-to-find skills, at optimized cost, from locations you haven't considered.

Dynamic Skills Architecture

Define the skills each role and task needs now, and see which are rising or fading.

Reskilling

Move people into adjacent roles using transitions that have actually worked elsewhere.

University Hiring

Recruit from campuses whose curricula actually produce the roles you hire.

Granular, Contextual,
and Multi-dimensional

Make every workforce move with evidence, conviction, and clear alignment to business requirements and growth plans.

01
Labor Market Intelligence
Supply · Demand · Compensation · Talent flow
Know where the talent is, which way it is moving, and what it costs to reach.​
02
Work Architecture Intelligence​
Roles · Workloads · Tasks · Skills
Measure skills gaps, reskilling feasibility and role redesign at task level.​
03
Business Intelligence​
Priorities · Investments · M&A signals · Hiring behavior
Understand why the market is moving, and what competitor hiring reveals.​
04
Technology Intelligence​
Tech footprint · Role-level tools · Adoption signals​
Know what the work is built with, and where a shift will change a role.​
6,100+​
Locations
4M+​
Career Paths​
1.7M+​
Peer Group Companies​
28K+
Skills
3,500+​
Roles
1B+​
Professionals​
55K+​
Universities​
1B+​
Job Descriptions​
200K+​
Courses​
180K+​
Technology Solutions​
1.6M+​
Account Priorities​
Labor Market Data Contextualized with Business Intelligence for Every Decision

Analyzing 1B+ data points
daily from 100K+ sources

6,100+​
Locations
4M+​
Career Paths​
1.7M+​
Peer Group Companies​
28K+
Skills
3,500+​
Roles
1B+​
Professionals​
55K+​
Universities​
1B+​
Job Descriptions​
200K+​
Courses​
180K+​
Technology Solutions​
1.6M+​
Account Priorities​

Real Stories.
Real  Success.

Enterprises do extraordinary things with Draup
Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, it has drastically sped up our research that would otherwise take days.
Sam Fletcher
Former Head of Talent Intelligence
Etter is one of the most advanced, groundbreaking tools to help HR leaders quickly understand how to redesign
jobs to leverage AI.
Josh Bersin
Founder and CEO
Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends.
Vincenzo Cozzolino
SVP Learning & People Development
Most business and HR leaders recognize the critical role of workforce planning in enabling business performance. Yet, organizations often struggle to execute it effectively. Draup is one of the most promising solutions for closing this gap - unlocking the power of agentic AI and labor market data for faster, more informed talent decisions that drive business results.
Brian Heger
Founder of Talent Edge Weekly
Draup's insights have helped us adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has optimized our talent acquisition processes and opened up opportunities for making diverse hires in locations we had not previously considered.
Jennifer Basdekis
Staff Talent Intelligence Consultant
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