
Our 2025 Customer success

From insight to operational decisions
Evidence-based
Apply rigorous proprietary modeling to real data, translating complex signals into targeted actions across hiring, promotion, and development.
Operationalize ML
Embed factor insights directly into everyday workflows and evaluations, enabling faster decisions, consistent execution, and measurable business impact.
Industry leader in fairness
Reduce human and AI bias by aligning decisions to validated signals instead of intuition, strengthening trust, transparency, and outcomes.
We embed analytics directly into daily workflows, at the exact moments where hiring, promotion, compensation, and risk decisions happen—delivering transparent, explainable scores instead of black-box AI.
Test the platform
Move beyond keyword matching with advanced resume scoring. We apply configurable rubrics and structured signal extraction to surface inferred skills, role fit, and expected tenure—enabling consistent, defensible screening even when structured data is limited.
Analyze outcomes
Discover hotspots across any metric
We revealed a customizable overview of outcomes and controlled disparities across entire organizations, turning complex metrics into visual stories.

Rich Components
Stats, rich text with in-line editing, maps, and multiple bar chart types all at your finger tips.
Collaboration
Easy stakeholder review with easy linking to reports and optional export to editable files.
Customization
Full visual control with drag-and-drop layout organization of charts with precise resizing.
TAILORED TO YOUR ORGANIZATION
Access Control
Role-based permissions for the right data at the right time.
Admins can control who can view, edit, and export specific datasets, metrics, and dashboards—ensuring sensitive fields like compensation and PII remain protected while teams access what was relevant to their work.
Concurrent Analysis
Run multiple analyses at the same time.
Our concurrent processing engine enables parallel hypothesis testing without waiting for jobs to finish—accelerating exploration, investigation, and insight generation.
Dynamic Flows
See how people move through every stage.
Flexible flow views allow teams to track volume, conversion, and representation shifts end-to-end—turning static snapshots into live diagnostics for identifying bottlenecks and optimizing outcomes.
Threshold Testing
Announcing
Build trust at scale
Transparency Dashboards enable organizations to share validated, real-time analytics with teams and stakeholders—strengthening accountability, clarity, and public trust.
Available February 2026
Announcing
From data to decisions—instantly
Executive Summaries distill complex analyses into clear takeaways, key risks, and actionable insights so leaders can move faster with confidence.
Available Q1 2026
Announcing
Talk to your data
Sigma Signal enables teams to ask plain-language questions and receive trusted, explainable insights—making advanced analytics accessible across the organization.
Coming 2026
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Learn more on how we can build intelligence into your everyday platforms.
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