Workforce intelligence for hard people decisions

Sknwlkr gathers public and internal information about specific individuals and produces source-attached reports for HR and legal review. Useful for separations, due diligence, and other workforce matters where the file needs to hold up later.

What it does

Sknwlkr is a research and documentation tool. It does not score employees, rank them, or recommend who to terminate.

Source-attached claims

Every fact in a report links to a source: LinkedIn, court records, public mentions, or uploaded HR documents.

Gap detection

Flags missing records before a report is finalized, so legal has time to request them.

Advisory AI

Questions are answered only against verified subject data. No "loyalty" scores, no termination recommendations.

Audit trail

Views, exports, enrichment runs, and AI queries are logged by user and time.

How it works

A subject becomes a structured dossier. From that dossier you can generate a Separation Readiness Memo, a due-diligence brief, or another custom report.

1. Create a subject

Enter name, email, LinkedIn, role, and matter. Sknwlkr enriches only against sources your org has authorized.

2. Enrich from authorized sources

LinkedIn, web search, court records, podcasts, and uploaded HRIS or performance documents are extracted and stored with attribution.

3. Generate a report

Pick a Separation Readiness Memo or another format. The output summarizes verified facts and lists documentation gaps.

4. Review and finalize

Legal reviews the report, changes status, and exports. Every export is logged.

Built for compliance

Sknwlkr is a legal-review aid, not an employment decision tool.

No employee ranking or scoring
No trust or loyalty language
Source attribution on every output
Role-based access and audit logs
Configurable data retention
Authorized-source controls per org