AI will reshape your workforce.
Etter helps you adapt.
Give your HR teams the ability to see how AI will impact roles, skills, and workloads — and the strategy to prepare for it.























Agentic AI for Enterprise Workforce Transformation
Powered by labor market data
Understand AI's Impact on Every Role
See how AI will reshape tasks and workloads across your organization
- Break tasks into "Fully AI," "Fully Human," or "Human + AI" categories using Etter’s Task Analysis model.
- Highlight time-savings, productivity gains, and risks for each role.

Plan the Skills Your Teams Will Need Next
Equip your workforce with the skills to succeed in an AI-powered future.
- Map future-ready skills and build balanced AI-centric teams with the Role Ecosystem Model.
- Identify similar roles to foster mobility and prepare for AI-driven transitions.

Write AI-Optimized Job Descriptions
Attract the right talent with job descriptions built for the future of work.
- Transform job descriptions with AI-specific skills and tools using the AI-Ready JD Model.
- Ensure inclusivity and alignment with organizational goals.

Build a Custom AI Transformation Roadmap
Navigate AI integration with a clear, actionable plan tailored to your organization.
- Pinpoint roles most impacted by AI and tailor geo-specific strategies with Location Insights.
- Create an actionable step-by-step workforce transformation plan.

Multiple models, single tool
Task Analysis Model
Deconstruct job roles into granular tasks and categorize them by automation potential.
Output
Task map with workload distribution and automation flags.
Tech Stack Mapping Model
Identify current and future technology stack requirements based on job responsibilities.
Output
Tech enhancement roadmap per role with difficulty index.
AI Impact Model
Quantify the shift from traditional to AI-enabled execution of job functions.
Output
Comparative impact dashboard with quantitative metrics.
AI Ready JD Model
Transform existing job descriptions into AI-enhanced versions.
Output
Versioned AI-ready job descriptions with summary notes.
Locations Insights
Understand geographic implications on AI workforce deployment.
Output
Location-adjusted workforce strategy guide.
Similar Role Model
Identify comparable or adjacent roles to foster mobility and AI reallocation.
Output
Role similarity graph with transition recommendations.
Role Ecosystem Model
Design an AI role ecosystem with balanced skill distribution and tech leverage.
Output
AI ecosystem blueprint with suggested inter-role dependencies.
Implementation Workflow
Role Ingestion
Task + Tech Stack Analysis
AI Impact Scoring
Ecosystem Construction
Location & Similar Role Mapping
JD Conversion
Fast-track your Enterprise AI Transformation Journey
Etter accelerates & simplifies your AI transformation by centralizing progress, updates, and collaboration in one intuitive system.
Unified Workflow
Bring together role analysis, skill planning, and JD optimization for a seamless end-to-end workforce transformation process.
Effortless Collaboration
Researchers, reviewers, and decision-makers work in sync, with all insights and updates accessible in one connected space.
Why Etter?
Unmatched Precision in AI Transformation
Gain deeper, task- and skill-level insights to make smarter, data-driven decisions about workforce evolution.
Comprehensive Role Re-architecture
Transform your workforce with an end-to-end approach-from rewriting job descriptions to building future-ready role ecosystems.
Transparent, Explainable Outputs
Make confident decisions with insights that include clear rationales and reasoning layers, supporting human-in-the-loop workflows.
Scalable for Enterprises of Any Size
Powered by robust taxonomies and Draup’s proprietary enterprise role database, Etter scales seamlessly to meet your organization’s needs.