Interactive Sandbox

Live Product Telemetry Simulator

Explore a simulated instance of the TalentGraph workforce capability database. Test real-time filtering, flight risk radar alerts, and the cryptographic blinding firewall.

Talent Ingestion Roster

Real-time competency profiles extracted passively from GitHub, Jira, and Slack.

Engineer Profile Ingested Skills Risk Index Ingestion Source

Predictive Retention Telemetry

TalentGraph scans active ticketing frequencies and Git commit rates. The list below isolates key cohorts showing engagement drops of 30% or more.

HIGH ATTRITION RISK

Anonymized Core Systems Architect

78%
RISK INDEX

Signals Triggered: GitHub commit volume declined 42% over 30 days. Slack support channel activity dropped. Deficit of $12K below average market compensation index detected.

Retention Playbook Dispatch
  • Dispatch compensation realignment proposal (+12.5% market target adjustment).
  • Verify availability of principal mentorship rotation pathing.
MODERATE RISK

Anonymized Frontend Team Lead

46%
RISK INDEX

Signals Triggered: Jira ticket resolution speed delayed by 18%. No activity drops on Git. Flagged as moderate structural threat due to project load metrics.

DEI Cryptographic Blinding Settings

Manage which profile attributes are masked during promotion search cycles to secure meritocracy.

Mask Demographic Identifiers

Redacts names, avatars, genders, locations, and ethincity variables.

VERIFIED ACTIVE
Mask University & Academic Years

Prevents pedigree grouping biases during technical reviews.

VERIFIED ACTIVE
Mask Tenure Durations

Blinds general service lengths, forcing metrics focusing purely on target skills.

OPTIONAL OVERRIDE
Operation Guide

Step-by-Step Product Execution

How TalentGraph generates data ledgers without manual input.

1

Secure OAuth Handshake Ingestion

System connects read-only to Slack, Jira, and GitHub. OAuth keys are compartmentalized, ensuring no raw credentials or files leave the tenant boundaries.

2

Metadata Parsing & AI Competency Translation

Enterprise Large Language Models parse ticket logs and script pull-requests to derive objective competency indices. Text messages are ignored.

3

Cryptographic Blinding Firewall Activation

The system blinds employee profiles during evaluation loops, masking universities, names, and genders. Reviews focus entirely on output metrics.

4

Predictive Alerts & Playbook Dispatches

Telemetry alerts flag engagement shifts, dispatching retention playbooks to HR partners to secure structural organization stability.

TalentGraph execution process diagram FIGURE 1.2: End-to-end telemetry and compliance framework schematic.