Signal acquisition ready

Workforce separation
intelligence for legal teams

Sknwlkr gathers public and internal signal about specific separation cases and produces rigorous, source-attached documentation for HR and legal review.

$ 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
Memo status: draft — awaiting legal review

Built for the hard cases

Not surveillance. Not scoring. Sknwlkr is a documentation assistant for separations that are already planned — helping teams reduce litigation exposure through rigorous preparation.

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 the memo 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.

How a memo is built

Each subject gets a structured Separation Readiness Memo generated from verified sources, reviewed by legal, and exported for the file.

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 and review the memo

The memo summarizes employment history, public signal, documentation gaps, and recommended rigor — all source-linked.

04

Finalize and export

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

Compliance by design

Sknwlkr is positioned as 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