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Connecting workforce data to finance metrics, payroll friction, and turnover cost modeling.
Segmentation & comparative trend
Insight you can trace back to the data behind it.
Workforce Analytics Suite is the analytical layer of ForceLytics: connecting workforce data to finance metrics, payroll friction, and turnover cost modeling. It is built for HR and workforce analytics leaders who need certified, explainable analytics — never an opaque score or an unlabeled metric.
Workforce Analytics Leader
Owns the analytical workspace and its certified metric definitions.
Business Unit Leader
Uses authorized analytics scoped to their own organization or team.
CHRO
Needs a certified, organization-wide view of workforce health and movement.
HR Director
Oversees workforce composition, retention, and skills analytics.
People Analytics Leader
Builds cohort and comparative analysis for HR decision-making.
The analytical layer — connecting workforce data to finance metrics, payroll friction, and turnover cost modeling.
Connect workforce activity directly to financial metrics, margin, and operating leverage.
Quantify payroll friction and skills mismatch with defensible, certified analytics.
Model turnover replacement costs and prioritize high-impact retention investments.
Every capability is labeled Available, Planned, Future, or Requires Product Owner Review — Planned capabilities have an approved specification and are on the near-term roadmap; Future capabilities have no committed release timeline yet.
Certified, metric-led analytics on workforce composition — every KPI resolves to a published, versioned metric definition, never an unlabeled number.
For Workforce Analytics Leader.
Aggregate, policy-approved productivity trends — never individual performance ranking, always shown against a comparison baseline.
For Business Unit Leader.
Cross-domain filtering and role-scoped cohort analysis — small-group results are suppressed automatically to protect privacy.
For HR Director.
Period-over-period and team-versus-team comparison using compatible, certified metric definitions — validates whether a change had real impact.
For People Analytics Leader.
Cited, evidence-based analytical insight — always distinguishing observation from recommendation from action, never a bare finding.
For Workforce Analytics Leader.
“Overtime is concentrated in Team A over the last two reporting periods.”
Source: Attendance and Time analyticsConnects people, skills, projects, and evidence without exposing internal graph architecture — an approved specification on the near-term roadmap.
For HR Director.
Office, remote, client, and field work context, with source and confidence disclosed — approximate signals are never shown as precise.
For Business Unit Leader.
Skill supply, verified evidence, and certification-expiry risk — compared against role requirements to spot coverage gaps by team.
For HR Director.
24 skills tracked across 6 categories — darker cells indicate stronger coverage.
Workforce allocation, task distribution, and recorded time across projects — early pattern recognition ahead of a formal status change.
For Project/Location Leader.
Operational work-location classification, built into Workforce Operations Suite — cross-site pattern comparison highlights sites that diverge from the norm.
For Project/Location Leader.
Cross-site activity comparison — darker cells indicate higher divergence from the norm.
Every number on the page resolves to a published, versioned metric definition — you always know exactly what you're looking at.
Ten defined roles each see only their authorized cohort, with small-group results suppressed automatically.
Skill supply, verified evidence, proficiency coverage, and certification-expiry risk, in one workspace.
Period-over-period, target, and baseline comparison using compatible, certified metric definitions.
Select a comparison period and cohort, and the workspace applies the same certified metric definition to both periods before showing variance.
From a workforce composition or skills-coverage aggregate, drill into the authorized dimension behind it, with breadcrumbs preserved for a deterministic return.
An AI-generated insight surfaces with its evidence and citation; any resulting action still requires separate, explicit human approval.
Consistent filter dimensions across every view in this suite.
Saved analytical views and workspaces
Personal and shared views with saved filters, metrics, and layouts.
Interactive report builder
Build reports from certified analytics datasets and metrics.
Scheduled and multi-channel delivery
Deliver analytical reports on a schedule via email, Teams, or webhook.
Built for teams who need a clear, traceable read on productivity — not a black-box score.
Role-based cohort scoping
Ten defined roles — from Employee to Executive — each see only their authorized cohort, with sensitive detail requiring a separate grant.
Small-group suppression
Aggregates never reveal unauthorized counts or small-group identities.
Certified metric governance
Every KPI traces to a published, versioned metric definition — never a locally invented calculation.
See how this suite fits your organization.