The Challenge: Internal data ≠ market reality​

Dashboards track pipelines and attrition but ignore external labor dynamics.

Blind spots

Miss wage inflation, peer skills shifts, and competitor demand.​

Delays

Workforce plans stall when talent isn’t where you assumed.​

Risky bets

Expansion decisions made without labor cost and supply validation.​

Outdated models

Roles evolve faster than static titles and internal
skill taxonomies.​

People Analytics is your market-calibrated lens​

Seamless complement to HRIS, ATS, and L&D - no rip-and-replace required.​

Draup Operating Model
1

Brief​

​Define priority roles, locations, or initiatives.​

2

Prioritize​

Get outside-in snapshots: availability, hotspots, adjacent skills.​

3

Decide

​Ground hiring, SWP, and reskilling targets in external labor realities​

DRAUP PEOPLE ANALYTICS & COGNITION ENGINE

Recruitment & Workforce Planning Aligned to Market Reality

Build hiring plans and multi-year capability scenarios where talent truly exists - de-risk time-to-hire, improve quality, and stay aligned with shifting skill supply.

Reskilling & Internal Mobility Where It Matters

Target rising capabilities and adjacent skills to redeploy talent efficiently, boosting retention and ROI on workforce development.

Faster, Aligned Decisions Across the Enterprise

Ground headcount, budgets, and timelines in a shared, market-based truth - enabling quicker consensus and reducing rework through continuous calibration.

Use Cases

Recruitment Strategy Aligned to Supply

Build hiring plans where talent truly exists - reducing time-to-hire and improving hire quality.

Skills Benchmarking & Reskilling Priorities

Compare peer skill mixes and identify adjacent capabilities to upskill or redeploy existing talent.

Talent Flow & Retention Risk

Track where talent comes from and where it’s going to act before attrition or poaching spikes.

Geo & Wage Forecasting

Forecast wage trends and talent migration to guide expansion, cost planning, and workforce location strategy.

The Draup Advantage

Granular Search

Zero in on the perfect candidate with 30+ filters across

  • Capabilities (Core Skills, Workloads)
  • Experience (Years in Role, Past Companies)
  • Diversity (Ethnicity, Gender, Veterans)
  • Accomplishments (Patents, Publications)

Flexible Querying

Search your way,
from simple to complex

  • Natural Language: “Find female data scientists in San Francisco”
  • Complex Boolean: Build multi-layered queries with AND, OR, NOT
  • Filter-Specific Search: Target exact fields for ultimate precision
  • Skills & Adjacency Search: Go beyond titles. Search by core, adjacent, and emerging skills​

Candidate Insights

See the whole person,
not just the resume

  • Verified talent profiles enriched with skills, experience, and academic/professional credentials.​
  • De-duplicated, ghost-free data enhanced with digital footprints like GitHub repos, publications, and patents.​
  • Actionable insights including project history and job-change likelihood for smarter hiring decisions.​

Enterprises do extraordinary things with Draup

Real stories. Real Success.

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
With the insights provided by Draup, we have been able to adjust our approach to recruitment and location selection, empowering our business leaders to make informed decisions. This has not only optimized our talent acquisition processes but also opened up opportunities for making diverse hires in locations we had not previously considered.
Jennifer Basdekis
Staff Talent Intelligence Consultant
Every business leader is trying to understand how AI will transform its workforce, and this means jobs, roles, skills, and systems. Etter from Draup is one of the most advanced, groundbreaking tools I've seen, to help leaders, managers, and HR professionals quickly understand how to redesign jobs to leverage AI.
Josh Bersin
Founder and CEO
Draup’s Ecosystem feature significantly reduces our research time, allowing for quicker access to actionable talent insights. Now, with everything consolidated under one platform, we can easily explore ecosystems in any location. This efficiency drastically speeds up research that would otherwise take days.
Sam Fletcher
Former Head of Talent Intelligence
Discovering the world of business talents worldwide. Supplies knowledge about global talent status and search trends.
Vincenzo Cozzolino
Head of People Strategy & Governance

What Draup People Analytics Does

Draup extends your People Analytics CoE with market-calibrated, explainable intelligence - turning static dashboards into dynamic, skills-first decision engines.

Market-Calibrated Talent Insights

Combine your internal HRIS data with 850M+ profiles, 1B+ JDs, and 620M+ salary points to uncover wage trends, peer hiring, and skill hotspots.

Skills Architecture Engine

Decompose every role into root, core, soft, and tech skills - revealing adjacencies for reskilling, redeployment, and capability planning.

Peer Benchmarking & Talent Flow

Benchmark skills, workloads, and migration patterns across peers to identify retention risks and emerging growth hubs.

Explainable AI Copilot

Bias-checked, human-in-the-loop insights that deliver traceable shortlists, wage forecasts, and reskilling pathways aligned with compliance frameworks.

Powered by unparalleled global labor & market data

Powering 80+ Machine Learning models and 12+ Psychology models
GRANULAR
AI-enabled data updated continuously, historically available, and regionally relevant.
ACCESSIBLE
Data exchange and APIs, platform or a combination.
PROPRIETARY
Unique taxonomies and methodologies providing insights that drive proven results.
850M+
Professionals
19K+
Skills
185K+
University Professors
1B+
Job Descriptions
33
Industries
1000+
Custom Talent Reports
200K+
Courses
850M+
Professionals
19K+
Skills
185K+
University Professors
1B+
Job Descriptions
33
Industries
1000+
Custom Talent Reports
200K+
Courses
3200+
Roles
5800+
Locations
54K+
Universities
1.6M+
Peer Group Companies
4M+
Career Paths
100+
Labor Databases
3200+
Roles
5800+
Locations
54K+
Universities
1.6M+
Peer Group Companies
4M+
Career Paths
100+
Labor Databases
3200+
Roles
5800+
Locations
54K+
Universities
1.6M+
Peer Group Companies
4M+
Career Paths
100+
Labor Databases
GRANULAR
AI-enabled data updated continuously, historically available, and regionally relevant
ACCESSIBLE
Data shares and feeds, software, professional services, or a combination
PROPRIETARY
Unique taxonomies and methodologies providing insights that drive proven results

Frequently Asked Questions

How do you avoid bias?​

We center on skills and observable work, enable anonymous reviews, and log decisions for audit.​

Can we keep our process?​

Yes. Export shortlists into your ATS/CRM; keep your approvals and interview flow.​

What data do you need to start?

The job description, sample top performers, and preferred companies/regions. We enrich from market data.​

How accurate are adjacent‑skill matches?​

They reflect market patterns and peer hiring; you can tune weightings per role.