Attrition Lands Without Warning
Engagement surveys run quarterly. Flight-risk signals had been visible for weeks before the resignation letter arrived.
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Five patterns that keep HR leaders reactive instead of proactive.
Engagement surveys run quarterly. Flight-risk signals had been visible for weeks before the resignation letter arrived.
Time-to-hire is a lagging metric. The leading signals (recruiter outreach volume, candidate response rates, interview load) sit in 3 different tools and never reconcile.
Attendance in one system, productivity in another, payroll in a third. HR teams spend days reconciling each cycle. Activity-data integration collapses days to hours.
HR rolls out wellness initiatives based on industry trends, not internal signals. Without burnout pattern data, the program is hope, not strategy.
Statutory leave types (EL, CL, SL) vary by Indian state. Audit-ready compliance reporting across multiple offices runs on Excel bridges.
Staffing firms track contractor hours across client engagements in fragmented sheets. Client billing accuracy suffers. Real-time contractor utilization prevents leakage.
Three benchmarks showing where HR teams lose time and money.
~7 months
goes to hiring, training, & lost output per SHRM 2024 retention research
REPLACEMENT COST35 to 60%
Averages 35%, peaks at 60%, per McKinsey 2020.
ANNUAL TURNOVER23%
goes into reconciling attendance, productivity & payroll - AICPA HR ops 2024
PAYROLL DRAIN15 min
no historical backlog required, native HRMS integrations map automatically
SETUP TIMEHOW WE360.AI HELPS
Four workforce-analytics capabilities HR and staffing leaders use every day. Retention modelling, recruiter productivity, and payroll-ready data in one platform.
HR usually learns about attrition at the exit interview, by which point the decision is months old. We360.ai AI-based risk scoring reads attendance drift, falling productive hours, after-hours activity, and sustained overwork to score retention risk per employee, naming the contributing signals rather than returning a black-box number. Risk rolls up by team, department, and location, so you can see where it concentrates instead of chasing individuals. Recommendations point at the intervention: rebalance workload, rotate the role, or open a coaching conversation before the resignation lands on your desk.
Five HR ops problems that stall people decisions, with the We360.ai capability that resolves each.
Challenge 01
Attrition lands without warning
Solution
Retention Risk AI flags churn 3 to 4 weeks in advance using activity signals, focus-time variance, and log-in drift patterns.
Challenge 02
Recruiter productivity is a black box
Solution
Live productivity scoreboard tracks outreach volume, response rates, interview load, and time-to-hire per recruiter.
Challenge 03
Manual payroll reconciliation consumes HR days
Solution
Native HRMS integration with Razorpay Payroll, GreytHR, Keka, and Darwinbox. One-click export replaces days of reconciliation.
Challenge 04
Wellness programs lack data
Solution
Wellness360 burnout signals per employee with intervention recommendations, replacing broadcast wellness with targeted programs.
Challenge 05
Multi-state compliance is manual
Solution
Audit-ready reporting with statutory leave types (EL, CL, SL) built in for Indian labour law across multi-office operations.
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Four ROI levers HR leaders unlock with workforce analytics.
Replacement cost of 6 to 9 months salary per departing employee per SHRM. Retaining 5 additional mid-level employees per 500-employee company at $60,000 average salary.
$150K to $225K
Annual saving per 500 employees
HR teams reclaim 4 to 8 hours per payroll cycle through automated HRMS integration. Bi-weekly payroll returns 20 to 40 HR hours per month.
20 to 40 hours
HR time saved per month
Live productivity dashboards lift recruiter outreach volume by 15 to 25 percent in the first 60 days. On a 5-recruiter team, compounding to 25 to 50 additional hires per year.
25 to 50 hires
Added per year per 5-recruiter team
Data-driven wellness targeting (vs broadcast programs) lifts engagement scores 10 to 15 points and reduces sick-day variance.
10 to 15 points
Engagement score lift
What actually changes when HR teams adopt workforce analytics.
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