Our Methodology

How Siwaan Works

From zero-configuration data connection to predictive action recommendations in under 48 hours. Secure, explainable, and built for people leaders.

01

Secure Data Connection

Connect your existing systems (HRIS, applicant tracking, surveys, project management) in under 48 hours. Siwaan connects via secure read-only APIs with zero data migration or engineering resources required.

SOC 2 Type II secure architecture
Read-only API access with custom scopes
Pre-built integrations for Workday, BambooHR, Slack, Jira, and more
02

AI Model Training & Validation

The moment your data connects, Siwaan's models start learning your organization's unique patterns — attrition curves, skill correlations, and project delivery cycles. No manual training or configurations needed.

No data scientists or setup configuration required
Explainable AI models trained specifically on your org's signals
83% baseline accuracy validated on your actual historical data
03

Prescriptive Interventions

Receive daily alerts and real-time recommendations delivered straight to Slack, email, or your Siwaan dashboard. Every alert details not just what's coming, but the exact actions to resolve it.

Flight-risk alerts with clear, signal-by-signal reason codes
Auto-staffing matches with candidates ranked by fit & availability
Actionable resolution paths (e.g. comp review, promotion, training)

Ready to predict your workforce trajectory?

Connect your HRIS in less than an hour and get your first prediction reports running within 48 hours.

Request a Guided Demo