Signal acquisition ready

Workforce
intelligence for risk teams

Sknwlkr gathers public and internal signal about people — for separations, due diligence, insider risk, or any workforce decision that needs source-attached documentation.

$ sknwlkr subject --name "Dana R." --matter "Q3-RIF"
Subject acquired. 4 sources found.
→ LinkedIn profile extracted
→ Public litigation record: 0 entries
→ HRIS docs: 2 uploaded, 1 gap flagged
Output: Separation Readiness Memo — draft, awaiting legal review

Built for the hard cases

Not surveillance. Not scoring. Sknwlkr is a source-attached documentation assistant for workforce risk — helping teams verify facts and limit liability before they act.

01

Source-attached profiles

Every claim cites its origin — LinkedIn, court records, public mentions, or uploaded HR documents. No black boxes.

02

Documentation gap detection

Flags missing evidence before any memo or report is finalized, so legal can request the right records in time.

03

Advisory AI assistant

Scoped queries against verified subject data only. No rankings, no “loyalty scores,” no termination recommendations.

04

Full audit lineage

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

From signal to sourced output

Every subject becomes a structured, source-attached dossier. Generate a Separation Readiness Memo, due-diligence brief, or custom report — all reviewed by legal before export.

01

Create a subject

Enter name, email, LinkedIn, role, and matter. Sknwlkr begins automated enrichment only against authorized sources.

02

Enrich from public and internal sources

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

03

Generate the output you need

Choose a Separation Readiness Memo, due-diligence brief, or custom report — each summarizes verified facts and flags documentation gaps.

04

Finalize and export

Legal marks the output finalized. Exports are logged, and retention rules apply automatically.

Compliance by design

Sknwlkr is a legal-review preparation aid, not an employment decision tool. The architecture reflects that.

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