Agentic HR Analytics
Ask your workforce questions in plain language and let Lumenore Ask Me do the digging. Backed by specialized AI agents and governed HR analytics, it helps you explore KPIs, understand what is driving change, and spot emerging patterns.
The result: HR leaders move from static reporting to faster, better informed decisions, with the analysis staying reviewable at every step.
Why did attrition rise in Engineering last quarter?
Engineering attrition rose 4.6 points. Tenure under two years, two manager changes, and compensation band drift account for most of the movement.
Which teams or roles should we investigate first?
Platform and Data Engineering explain 58% of the change. Nine roles in two locations deserve a closer review.
The Workforce Context Gap
An attrition spike might trace back to tenure, manager changes, compensation, workload, or engagement. Lumenore brings workforce and business data together so HR can investigate the fuller context behind a change.
Connect the HR signal to the business context around it before deciding where attention belongs.
Category Definition
HR analytics, also known as people analytics or workforce analytics, uses workforce and business data to understand employee and organizational performance.
Modern HR analytics software combines trusted metrics, self-service exploration, predictive techniques, and AI-assisted analysis, so teams are not stuck waiting on historical reports. They can respond sooner instead.
Monitor workforce KPIs and performance.
Investigate variances, drivers, correlations, and contributing factors.
Surface trends, anomalies, and emerging patterns.
Use forecasting and predictive techniques where the data supports them.
Prioritize the teams, roles, locations, or issues that merit deeper investigation.
Monitor, ask, explain, anticipate, and prioritize while HR leaders keep the decision.
One Conversational Experience
HR users should not have to decide upfront whether a question calls for a KPI lookup, a root-cause investigation, a forecast, or a new visualization. Ask Me reads the intent and routes the request to whichever analytical capability fits the question and the available data best.
Interprets the workforce question and coordinates the analysis behind one conversation.
Interprets business questions and returns relevant metrics, insights, and visual responses.
Helps investigate why key metrics changed by exploring contributing dimensions and drivers.
Applies advanced techniques to identify patterns, trends, anomalies, and forecasts.
Refines the visual response so patterns and comparisons are easier to understand.
Ask Me keeps the analytical complexity behind the scenes, so HR teams stay focused on the workforce decision in front of them.
Ask Your Workforce a Question
Each follow-up preserves the context of the last one, so the experience feels like analysis unfolding rather than five unrelated searches.
Retrieves and compares governed workforce KPIs across the period you asked about.
Illustrative analysis. Results depend on connected data, governance, and context.
Explores the dimensions and contributing factors behind the shift.
The analysis identifies contributing factors, not causal proof.
Applies trend or predictive analysis where the historical data supports it.
Forecasts describe likely direction, not certainty.
Prioritizes the areas contributing most to the issue, with supporting context.
Recommendations remain reviewable; HR leaders own consequential people decisions.
Returns a visual response that makes the pattern easier to interpret.
A useful answer leads directly into the next question.
From Monitoring to Better Workforce Decisions
Move from a recurring metric to the follow-up question, the investigation, the forward-looking view, and an evidence-backed priority.
Keep recurring workforce metrics visible through dashboards, KPIs, filters, and alerts.
Explore the next business question through natural-language conversational analytics.
Investigate contributing factors through drill-down, correlation, and trend analysis.
Understand patterns and possible direction through forecasting and what-if exploration.
Bring metrics, context, visuals, and findings together for human decision-making.
Monitor, ask, explain, and anticipate while HR remains accountable for the decision.
Built for the People Who Make Workforce Decisions
Choose a role to see the decisions and analytical context that matter most.
CHRO, CPO, and VP HR
Get a strategic view of workforce health, risk, capability, and cost, then investigate why it moved.
HR Business Partner and HR Manager
Ask follow-up questions directly instead of waiting on another report.
Head of People Analytics and HRIS
Connect workforce sources, govern definitions, and scale self-service analysis.
Functional HR Leaders
Use the same governed analytics foundation while exploring function-specific questions.
HR Analytics Across the People Organization
Every HR function works from the same workforce foundation, but each one is making different decisions. These six areas organize the analysis around them.
Headcount versus plan, capacity, workforce composition, skills coverage, hiring demand, and location trends.
Time-to-fill, requisition aging, funnel conversion, source of hire, offer acceptance, and hiring velocity.
Attrition, regrettable turnover, tenure, manager and team patterns, engagement trends, and exit themes.
Performance distribution, skills gaps, training completion, learning impact, mobility, and succession indicators.
Compensation benchmarking, pay distribution, total rewards cost, benefits utilization, overtime, and merit cycles.
Data reconciliation, shared KPI definitions, reporting consistency, cross-system analysis, and governed self-service.
Numbers and the Employee Voice
Exit interview notes, survey comments, performance narratives, and policy documents all add context that pure metrics miss. Ask Me can analyze structured data alongside this unstructured content in one connected analysis.
What themes appear most often in exits from high-turnover teams?
Predictive HR Analytics
Many workforce decisions get made only after attrition has climbed, hiring plans have slipped, or costs have drifted off plan. Predictive techniques help teams spot patterns and likely direction sooner, where the history supports the analysis.
Trusted Agentic Analytics
HR analytics touches employee privacy, compensation, and performance, so trust matters as much as speed. Lumenore combines AI-assisted analysis with enterprise controls, letting self-service expand without losing governance or human accountability.
Customer Proof
A provider with more than 10,000 employees across 20-plus countries unified its HR data, automated reporting, rolled out workforce dashboards with attrition prediction, and added conversational analytics for faster access to insight.
HR Analytics Dashboards
Use Lumenore Insights to monitor the KPIs you already know matter, then turn to Ask Me the moment a new question or variance comes up.
Why Lumenore
Give HR users a conversational path into workforce data through Ask Me.
Specialized agents handle natural-language exploration, root-cause analysis, visualization, and advanced analytics.
Analyze HR signals alongside operational, financial, project, and other relevant data.
Combine workforce metrics with documents, notes, and qualitative context.
Use dashboards for the KPIs you already track and Ask Me for the questions that follow.
Controlled access, shared definitions, explainability, and governance keep analytics accountable.
See how Lumenore helps your HR team move from recurring reporting to conversational analysis, deeper explanation, predictive insight, and faster, more confident decisions.
Bring one of your workforce questions. We will show you how Lumenore approaches the analysis.
HR analytics software helps organizations bring workforce and business data together to monitor performance, investigate changes, identify trends and risks, and support evidence-based people decisions. Modern platforms combine dashboards, self-service exploration, predictive analytics, and natural-language interaction, so teams are not limited to static reports.
Traditional dashboards are great for recurring metrics you already know to track. AI-assisted HR analytics extends that experience by letting users ask new questions, explore drivers, identify anomalies, generate explanations, and apply predictive techniques wherever the data supports them.
In Ask Me, agentic analytics means the conversational experience interprets the user’s intent and routes the request to specialized analytical capabilities such as natural-language querying, root-cause analysis, visualization, or data science. The goal is to keep the analytical complexity out of sight while keeping the user in control of the decision.
HR users can ask questions in natural language, follow up as new questions come to mind, and get analytical responses back as text, tables, charts, or narrative insights. Ask Me is built to reduce how often teams need a predefined report just to answer an ad-hoc question.
Yes. Lumenore supports predictive HR analytics techniques including forecasting, regression, trend analysis, correlation, classification, and outlier detection. How they are applied depends on the quality, history, and suitability of the available workforce data.
Yes. Lumenore can connect and prepare data from multiple sources, so HR teams can analyze workforce performance alongside relevant operational, financial, project, and other business context.
Yes. Ask Me can work with structured data alongside unstructured content such as documents and text, which opens the door to questions that combine quantitative workforce measures with qualitative context.
No. Lumenore is an agentic analytics platform, not a system of record. It complements your HRIS, payroll, recruiting, learning, and benefits systems by bringing their data together for governed analysis, visualization, conversational exploration, and predictive insight.
Lumenore provides governance and administration capabilities including role-based access, data and schema controls, semantic governance, auditing, and AI governance. These controls let teams expand self-service HR analytics while keeping appropriate oversight over sensitive workforce data.