The AI-Powered Manager: How New Tools Are Reshaping Workplace Feedback

SAN FRANCISCO, CA – June 09, 2026 – The annual performance review, a widely dreaded ritual in corporate life, may be facing its most significant challenge yet: artificial intelligence. Performance management platform 15Five today unveiled a suite of AI-powered capabilities designed to dismantle the traditional, often ineffective, review cycle and replace it with a continuous, data-driven feedback loop. The move signals a major bet that AI can solve the long-standing problem of administrative bloat that has plagued managers and HR departments for decades.

For years, the promise of performance management software was to streamline processes, but it often resulted in more clicks, more forms, and more time spent managing the system itself. 15Five, used by over 3,000 companies, claims its new features will finally reverse this trend. "For the first time in a long time, continuous performance management is better, faster and easier for HR and managers without requiring even more effort from them,” said Dr. Jeff Smith, CEO of 15Five, during the announcement at the company's NEXT virtual summit. The goal is to elevate human interaction by automating the drudgery, turning managers from beleaguered administrators into effective coaches.

The End of Administrative Busywork?

At the heart of 15Five's announcement are three interconnected features: Work Context, AI Assisted Reviews, and Focus Briefs. Together, they aim to create a system where performance insights are gathered automatically, reviews are drafted intelligently, and managers are prompted with timely coaching opportunities.

The foundational layer is Work Context, which integrates with the digital tools where work actually happens—platforms like Slack, Microsoft Teams, Jira, Asana, and GitHub. By connecting to these systems, it creates a "context graph" that provides a continuous, real-time understanding of employee contributions without requiring them to fill out yet another report. This addresses a major pain point for employees and managers alike: the endless requests for status updates and the need to duplicate information across multiple platforms.

This "context graph" concept aligns with what industry analysts at firms like Forrester have termed "harvester AI agents," which observe and structure unstructured data from various sources to create actionable knowledge. The system aims to weave together the disparate signals of daily work into a coherent performance narrative.

Building on this data foundation is AI Assisted Reviews. The platform leverages the information from Work Context, along with existing performance data like goals and past feedback, to automatically generate a first draft of a performance review. 15Five claims this can compile roughly 80% of the initial draft, a figure that, if realized, represents a massive reduction in the time-consuming process of writing reviews from scratch. Crucially, managers retain full editorial control, with the AI serving as a co-pilot that also suggests ways to make feedback more specific, balanced, and development-focused.

"15Five AI reduces administrative busywork so leaders can focus on what matters most—supporting and developing their people," affirmed McKayla Schrofer, VP of HR Operations & Solutions at National Carwash Solutions (NCS), a company using the new tools.

The final piece is Focus Briefs, a weekly digest for managers that synthesizes team progress, highlights areas needing attention, and identifies coaching opportunities. Instead of sifting through project boards or asking for updates, managers receive a clear, prioritized summary. This allows them to "arrive at every 1-on-1 prepared and not reactive," transforming weekly check-ins from status meetings into meaningful coaching conversations.

Weaving a Cohesive Performance Narrative

Beyond simply saving time, 15Five's approach represents a strategic shift in how enterprise data is used. By creating a unified view of performance from fragmented sources, the platform moves beyond a simple HR function and into the realm of business intelligence. The problem of siloed data, where valuable information about progress and roadblocks is trapped within individual applications, is a challenge that has long frustrated executives.

The platform’s "context graph" is designed to solve this by providing a clearer line of sight between daily activities and strategic business outcomes. This allows the C-suite to understand not just what is being accomplished, but how.

This learning capability is a key aspect of the system's design. "What 15Five has built here gets at something really important—the more you use it, the more it learns how leaders and their teams work,” noted Melissa Richards, People Systems & Analytics Manager at NCS. “Over time, that insight makes performance management more effective by creating a steady flow of information and feedback between managers and their teams.”

This aligns with a broader industry trend toward continuous improvement, where data is used not for a single, static evaluation, but to feed a constant loop of learning and adaptation. By providing this holistic view, such platforms can help leaders identify systemic bottlenecks, recognize high-achieving teams, and allocate resources more effectively.

Balancing Automation with the Human Touch

As AI becomes more deeply embedded in the workplace, particularly in sensitive areas like performance evaluation, critical questions about ethics, privacy, and bias come to the forefront. An AI that monitors communication and project management tools can easily be perceived as a form of digital surveillance, raising concerns among employees about privacy and autonomy.

15Five appears to be keenly aware of these concerns, emphasizing that its AI is designed to "augment and assist, not to judge or replace human insight." The platform stresses that a human remains in the loop for all decisions, with managers having full control to edit and refine any AI-generated content. The company also states its systems have built-in privacy controls, though organizations adopting such technology will need to be transparent with their employees about what data is being collected and how it is being used to maintain trust.

The issue of bias is another significant hurdle. Traditional performance reviews are notoriously susceptible to human biases, such as recency bias (over-weighting recent events) and idiosyncratic rater bias (where a manager's personal tendencies affect ratings). 15Five claims its AI helps mitigate these issues by analyzing performance data collected throughout the entire review period, providing a more balanced and objective starting point. However, the potential for algorithmic bias—where the AI itself learns and perpetuates existing biases from its training data—remains a persistent challenge for the entire tech industry. The long-term effectiveness of these tools will depend heavily on the company's commitment to ongoing bias detection and model refinement.

A Crowded Field, A Differentiated Play

15Five is not entering an empty arena. The HR technology market is crowded with formidable competitors like Lattice, Workday, and Culture Amp, all of whom offer sophisticated performance and engagement tools. Many have already incorporated AI to summarize feedback or analyze engagement data.

However, 15Five's deep integration of external work tools via its "Work Context" feature appears to be a key differentiator. While many platforms excel at managing data generated within their own ecosystem, 15Five's strategy is to meet employees where they are, pulling in data from the diverse digital environments where work is already being done. This ambition to create a single, comprehensive source of truth for performance data could give it an edge.

The launch comes at a time when the market is more receptive than ever. The shift away from annual reviews toward Continuous Performance Management (CPM) has been gaining momentum for years. Research from leading analyst firms has shown that companies with ongoing feedback cycles are significantly more effective at engaging and retaining talent. By automating the most burdensome aspects of CPM, 15Five is betting it can accelerate this transition from a niche practice for forward-thinking companies to a new industry standard.

If successful, the impact could be profound. By freeing managers from the administrative quagmire of traditional reviews, these tools could finally empower them to spend their time on the uniquely human skills of mentoring, developing, and inspiring their teams.