Confirm
Helping people leaders identify, develop, and retain their top talent with AI.
Helping people leaders identify, develop, and retain their top talent with AI.
Published Oct 15, 2026
The vendor communicates intent to evolve features toward AI agents and broader people-development workflows. Specific roadmap dates and commitments are not reliably published; procurement should request roadmap commitments in writing for purchase-critical items.
No explicit public scale ceilings were identified. Procurement teams should request references with comparable seat counts and organizational complexity.
Aggregator search results can return a different product with the same name that serves a different use case (for example, asset management). Buyers should verify vendor identity and domain before relying on an aggregator listing.
No clear, high-signal Reddit or Hacker News threads unambiguously discussing this Confirm product were identified. This may reflect limited community discussion, a smaller footprint in developer-centric communities, or low controversy.
Implication: Organizations seeking unfiltered peer feedback should obtain customer references directly or search for discussions by leadership or product-module names.
The vendor announced a combined "Performance Profile" feature that merges network-driven input with manager feedback and reflections. This indicates product evolution toward integrated performance identity concepts; buyers should verify whether the feature aligns with their HR policies and legal requirements.
Best fit tends to be knowledge-work organizations with cross-functional collaboration:
Get a comprehensive analysis of Confirm including market position, competitive landscape, adoption trends, and peer benchmarks.
Download full report →Positive review themes (examples from G2 excerpts):
Critical review themes (examples from G2 excerpts):
Example positive (G2): "It’s helpful in that it is engaging and feels like fun… Annual reviews can raise anxiety… but… it feels fun."
Example negative (G2): "Sometimes the feedback structure feels a bit rigid — more flexibility in customizing the review templates… analytics dashboards could benefit from deeper filtering…"
Vendor materials include customer stories with outcome claims such as:
Critical evaluation of these metrics:
Confirm is a B2B performance management and people development platform that centers on Organizational Network Analysis (ONA)—survey-based network signals intended to reveal who is influential, who is driving impact, and who may need support—and combines those signals with traditional performance workflows (manager ratings, self reflections, peer input, calibration, analytics). Confirm offers AI-assisted writing and summary capabilities intended to reduce manager drafting time for reviews and summaries.
In practice, Confirm is intended to:
Key modules shown publicly:
Confirm targets mid-market to enterprise organizations that seek modern performance cycles and stronger calibration, particularly where:
Public messaging emphasizes people-leadership outcomes (fairness, speed, retention) and presents ONA as an evidence-informed approach; independent validation of scientific claims is limited.