Does Resume Screening actually read uploaded resume files?

No — there's no OCR/text-extraction pipeline behind it. It reuses the same structured candidate-profile matching as Candidate Matching, presented as a screening result. We disclose this rather than imply something that isn't there.

Spark ERP HCM · Analytics & AI

Real, explainable scoring — never a black box.

Analytics runs a real, working ad-hoc report builder against live data, plus dedicated dashboards for headcount, attrition, attendance, leave, payroll, compensation, performance, recruitment, and more. AI Intelligence is honest about what it is: every score, risk flag, and recommendation is computed by a real, deterministic rule engine over your actual data — not a trained model, not a black box. You can trace exactly why an employee was flagged.

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What Analytics & AI covers

How Analytics & AI works

What Analytics & AI actually does

Real, shipped capability — not a roadmap slide.

Analytics Dashboards

Real, live dashboards across headcount, attrition, workforce, attendance, leave, payroll, compensation, performance, recruitment, training, and diversity.

Report Builder

A genuine, working ad-hoc report builder — pick a data source, group-by, aggregation, and filter, preview live, save, and export.

Attrition Prediction

A real, explainable risk score from 16 chained rules over tenure, performance, and absence — not an opaque prediction.

Workforce Forecasting

A real rule pipeline computing closing headcount and workforce gap from your actual current data.

Candidate Matching

A real, explainable score from structured candidate-profile matching against a role — never a fabricated resume-derived number.

AI HR Assistant

A structured Q&A interface mapped to real data lookups — deliberately not a free-text chat that could answer something it doesn't actually know.

See Analytics & AI in Action

Product screenshots are being finalized as Analytics & AI nears general availability — the frames below stand in for them.

Analytics — Workforce Dashboard · Illustrative screen, not a real screenshot

Analytics — Report Builder · Illustrative screen, not a real screenshot

AI Intelligence — Attrition Risk · Illustrative screen, not a real screenshot

How it works

Every number across Analytics & AI Intelligence traces back to a real, inspectable calculation over your own tenant's data — there's no step where a model quietly makes something up.

The employee lifecycle, and the HCM modules behind each stage

Foundation across every stage

See it on your own data

Part of one connected HCM

Analytics & AI shares the same employee record, workflow engine, and Country Pack framework as every other HCM module — nothing here is a bolt-on.

Recruitment

From requisition to offer, on one real pipeline.

Payroll

One real calculation engine, every country pack feeding it.

Performance Management

Goals, OKRs, and reviews that actually roll up.

View all of HCM

Customer Stories

Customer stories are being collected and will appear here.

No testimonial content is fabricated on this site.

Frequently Asked Questions

No, and we're direct about that — every score across this module is computed by a real, deterministic rule engine over your actual data, not a trained model. Think "explainable scoring system," not "AI that learns."

See Analytics & AI on your own data

Explore Analytics & AI Intelligence in a live walkthrough, or start a free trial and try it yourself.

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