Needs Analysis
An ultra-powerful AI talent consultant
Know exactly what your people need — before they ask
Employees prefer Arist 5x more than traditional listening approaches.

Needs Analysis
An ultra-powerful AI talent consultant
Know exactly what your people need — before they ask


“In today's world, it’s rare to find a partner such as Arist — one that offers an outstanding and effective product, but more importantly one who truly cares about their customers.”
Brent Bernier
AVP of Talent, @ MAPFRE
Needs Analysis
An ultra-powerful AI talent consultant
Know exactly what your people need — before they ask


“In today's world, it’s rare to find a partner such as Arist — one that offers an outstanding and effective product, but more importantly one who truly cares about their customers.”
Brent Bernier
AVP of Talent, @ MAPFRE
Figure out your gaps, ASAP

Interview thousands
Conduct thousands of personalized, human-like interviews at once — all based on existing job description data.
Analyze internal data
Needs Analysis can review all of your existing data in real-time to infer knowledge and skill gaps.
Get a consulting-level report
Needs Analysis creates ultra-detailed reports explaining what gaps exist and how to remediate them.
Figure out your gaps, ASAP

Interview thousands
Conduct thousands of personalized, human-like interviews at once — all based on existing job description data.
Analyze internal data
Needs Analysis can review all of your existing data in real-time to infer knowledge and skill gaps.
Get a consulting-level report
Needs Analysis creates ultra-detailed reports explaining what gaps exist and how to remediate them.
Figure out your gaps, ASAP

Dynamic Cohorts
Automatically group learners based on roles or rules, reducing manual effort.
Analyze internal data
Needs Analysis can review all of your existing data in real-time to infer knowledge and skill gaps.
Get a consulting-level report
Needs Analysis creates ultra-detailed reports explaining what gaps exist and how to remediate them.
Needs Analysis
Key Capabilities
Arist's AI Talent Consultant continuously analyzes your internal data and conducts personalized conversations to surface real-time skill gaps, sentiment trends, and intervention opportunities.
Automated data aggregation
Pull from your HRIS, CRM, LMS, and performance systems to build a complete picture of your workforce.
AI-powered interviews
Conduct voice and text-based conversations at scale to capture qualitative insights you'd never get from a survey.
Real-time talent mapping
Visualize skill distributions, readiness levels, and risk areas across teams, regions, and roles.
Predictive gap analysis
Identify future skill shortages before they impact performance.
Intelligent recommendations
Receive prioritized intervention suggestions based on business impact.
Hand-off to Creator
Seamlessly hand-off to Creator to build an intervention.
Needs Analysis
Key Capabilities
Arist's AI Talent Consultant continuously analyzes your internal data and conducts personalized conversations to surface real-time skill gaps, sentiment trends, and intervention opportunities.
Automated data aggregation
Pull from your HRIS, CRM, LMS, and performance systems to build a complete picture of your workforce.
AI-powered interviews
Conduct voice and text-based conversations at scale to capture qualitative insights you'd never get from a survey.
Real-time talent mapping
Visualize skill distributions, readiness levels, and risk areas across teams, regions, and roles.
Predictive gap analysis
Identify future skill shortages before they impact performance.
Intelligent recommendations
Receive prioritized intervention suggestions based on business impact.
Hand-off to Creator
Seamlessly hand-off to Creator to build an intervention.
Needs Analysis
Key Capabilities
Arist's AI Talent Consultant continuously analyzes your internal data and conducts personalized conversations to surface real-time skill gaps, sentiment trends, and intervention opportunities.
Automated data aggregation
Pull from your HRIS, CRM, LMS, and performance systems to build a complete picture of your workforce.
AI-powered interviews
Conduct voice and text-based conversations at scale to capture qualitative insights you'd never get from a survey.
Real-time talent mapping
Visualize skill distributions, readiness levels, and risk areas across teams, regions, and roles.
Predictive gap analysis
Identify future skill shortages before they impact performance.
Intelligent recommendations
Receive prioritized intervention suggestions based on business impact.
Hand-off to Creator
Seamlessly hand-off to Creator to build an intervention.
Enablement before and after Arist
Enablement before and after Arist
Enablement before and after Arist



Get Started
Schedule a demo →
A 30-minute walkthrough of the Arist agent ecosystem and how it works. See AI creation and listening examples live. Or dive into client stories first.
Schedule an on-site consultation →
A 3-hour workshop to map your existing talent and enablement ecosystem and identify where Arist agents can automate work. Or, explore our resources first.
Read our top-secret master plan →
A letter from our CEO: what Arist actually does, why it matters now more than ever, and why you should join us.
Get Started
Schedule a demo →
A 30-minute walkthrough of the Arist agent ecosystem and how it works. See AI creation and listening examples live. Or dive into client stories first.
Schedule an on-site consultation →
A 3-hour workshop to map your existing talent and enablement ecosystem and identify where Arist agents can automate work. Or, explore our resources first.
Read our top-secret master plan →
A letter from our CEO: what Arist actually does, why it matters now more than ever, and why you should join us.
Get Started
Schedule a demo →
A 30-minute walkthrough of the Arist agent ecosystem and how it works. See AI creation and listening examples live. Or dive into client stories first.
Schedule an on-site consultation →
A 3-hour workshop to map your existing talent and enablement ecosystem and identify where Arist agents can automate work. Or, explore our resources first.
Read our top-secret master plan →
A letter from our CEO: what Arist actually does, why it matters now more than ever, and why you should join us.