Paradigm, the talent and culture intelligence company, has launched Surface, an AI-native platform designed specifically for talent and culture leaders. Surface provides a unified view of the diverse signals shaping organizational culture, benchmarks efforts against industry peers, and translates insights into concrete actions through the industry's first agentic AI tailored to talent and culture work.
Quick Intel
Talent and culture data—spanning hiring trends, attrition patterns, engagement feedback, performance evaluations, leadership behaviors, policies, and workplace norms—typically reside in disconnected systems never built for interoperability. As talent leaders face growing pressure to demonstrate direct links between culture and business performance, they often lack modern, integrated tools to meet the demand. Surface addresses this gap by creating a dedicated intelligence layer for the full talent ecosystem.
"Culture is the strongest predictor of organizational performance, and yet talent leaders have never had the data-driven platform they need to prove it," said Joelle Emerson, CEO and co-founder of Paradigm. "We've spent over a decade doing that work through consulting: going into organizations, analyzing every signal shaping their culture, and connecting it to business outcomes. Surface productizes that entire process. For the first time, any organization can see the full picture and act on it."
Surface: A New Intelligence Layer for Talent and Culture
Surface stands apart from employee experience platforms, legacy HR analytics tools, and general-purpose AI assistants by analyzing the complete spectrum of talent and culture signals rather than isolated segments.
Unified Intelligence Across Fragmented Systems The platform ingests structured, unstructured, and semi-structured data from HRIS systems, engagement platforms, performance tools, surveys, policies, benefits, exit interviews, and additional sources. This creates a single, searchable view that reveals what truly shapes culture and talent outcomes—something no standalone tool in the HR stack can achieve.
Benchmarking Against Real-World Talent Practices Leveraging proprietary benchmarks derived from more than a decade of work with organizations across industries and sizes, Surface enables comparisons of talent practices, benefits, and cultural norms against peers. It goes beyond pay data to evaluate drivers of performance such as parental leave policies, onboarding effectiveness, and manager capabilities.
AI-Powered Execution Through the Surface Agent The Surface Agent represents a breakthrough as the first agentic AI purpose-built for talent and culture leaders. Unlike general AI tools that provide summaries or answers, the agent actively supports execution by analyzing data, identifying key drivers of outcomes like engagement and attrition, and generating tailored deliverables. It streamlines dozens of time-intensive workflows, including drafting compliant policies with executive memos and rollout plans, creating board-level reports linking talent metrics to business results, analyzing attrition to recommend hiring priorities, modeling organizational structures, producing quarterly business reviews, and designing data-informed manager training programs.
By combining organizational data, real-world benchmarks, and Paradigm's domain expertise, the Surface Agent delivers context-specific recommendations rather than generic suggestions, enabling leaders to prioritize high-impact actions.
How Surface Accelerates Work That Once Took Months
Traditional analysis of culture and talent patterns often required months of consulting engagements and manual data synthesis across multiple sources. Surface automates much of this process, generating deep insights and actionable recommendations in minutes. This shift allows talent leaders to redirect time from operational reporting toward strategic advisory roles and direct contributions to business outcomes.
"The best talent leaders we work with know exactly how they should be spending their time — shaping strategy, advising their CEO, connecting culture to business outcomes," Emerson said. "Most of them will tell you they spend a fraction of their time there because they're buried in the operational work of pulling data and producing deliverables. Surface changes that equation."
Early Adoption and Availability
Surface is available now, with dozens of companies across industries currently onboarding. Early users have expressed strong enthusiasm for its seamless integration, rapid action planning, and ability to replace hours of manual effort.
About Paradigm
Paradigm is a talent and culture intelligence company that helps organizations build healthy, high-performing workplaces. Since 2014, the company has partnered with more than 2,000 organizations across industries to help leaders understand what's driving performance inside their companies and where to focus to strengthen culture and talent outcomes. Surface, Paradigm's AI-native platform, builds on this foundation to help organizations analyze culture, benchmark talent practices, and turn insight into action.
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