MEET CONFIRM
Confirm is now part of Learning Pool. We keep building performance management software that helps companies recognize the real impact people make at work.
Confirm has joined Learning Pool
Confirm, a Learning Pool company, brings Organizational Network Analysis (ONA) and AI coaching into performance management. The product helps leaders see influence, impact, and retention risk with better data than manager opinion alone.
As part of Learning Pool, Confirm connects performance management with a broader learning and workforce development platform.
Our work continues with Learning Pool
Confirm continues to build tools for fairer reviews, stronger managers, and better talent decisions as part of Learning Pool.
Remote-first
Confirmians have the freedom to work from anywhere.
Friday Connect
Every Friday, we put business talk on hold to play games, catch up, and have fun.
Self care culture
By working healthy hours, we prioritize choices that maximize our impact.
Transparency
We share the good and the bad: you'll get the same updates our investors do.
Compassion
Make an impact with people from diverse backgrounds who care about their colleagues.
First and best
We pay at the 80th percentile for a given job and market. With "first and best" offers, we avoid pay gaps.
More resources
About Confirm
What does Confirm do?
Confirm, a Learning Pool company, is an AI-powered performance management platform that helps companies run faster, fairer reviews with Organizational Network Analysis (ONA), AI coaching, and data-backed calibration.
Who founded Confirm?
Confirm was founded by Jeremy Lerner in 2019 and is now part of Learning Pool. The company was built on the insight that traditional performance reviews reward visibility and politics rather than actual contribution. ONA provides the objective data layer that makes performance reviews genuinely fair.
What is Organizational Network Analysis (ONA)?
Organizational Network Analysis (ONA) maps how work actually flows through an organization by analyzing collaboration patterns in tools like Slack, email, calendar, and project management software. ONA reveals who is central to information flow, who drives cross-team collaboration, and who influences outcomes regardless of their title. This data provides an objective basis for performance evaluation that traditional manager-only reviews miss.
Who uses Confirm?
Confirm, a Learning Pool company, is used by HR leaders, CHROs, and people operations teams at growth-stage and enterprise companies. Customers include companies in technology, financial services, professional services, and other knowledge-worker industries where identifying true contributors and developing talent is a strategic priority. Companies like Foursquare, Canada Goose, and Premier Research use Confirm.
How is Confirm different from other performance management software?
Most performance management software automates the collection of opinions (manager ratings, peer feedback) without questioning whether those opinions are fair or accurate. Confirm adds an objective data layer through ONA: what work actually happened, who collaborated with whom, and who drove outcomes. Combined with AI-drafted reviews and bias detection, Confirm makes performance management based on evidence rather than perception.
See Confirm in action
See why forward-thinking enterprises use Confirm to make fairer, faster talent decisions and build high-performing teams.
