THE PRACTICE
Six instruments. One workspace.
Built for the daily reality of People & HR. Toby is not a chatbot in a wrapper, it is six purpose-built tools, each citation-bound, audit-logged, and trained on the corpus its work demands.
Investigations, PIPs, complaints, accommodations, terminations, each one a first-class case with a generated case number, party roster, status workflow, and every action chained into a tamper-evident audit log. The defensible record your counsel asks for, automatically.
- →When the EEOC calls six months from now, you export the case file in one click.
- →Pattern detection surfaces repeat respondents before the fourth complaint becomes a lawsuit.
- →Status transitions (open → active → pending review → closed) audit-logged with actor + timestamp.
- 01Workplace investigations (harassment, misconduct, policy violations)
- 02Performance improvement plans + progressive discipline
- 03ADA / religious / lactation / leave accommodation requests
- 04Complaint intake, even when the complaint never escalates
- 05Terminations with release language, final pay, COBRA
- 01Auto case numbering (ER-YYYY-NNNN), atomic under Postgres advisory locks
- 02Complainant / respondent / witness / manager / investigator party roles
- 03Legal-hold flag freezes closure until counsel releases it
- 04Case-scoped audit ledger: every interview note, draft, status change, party addition
- 05Watch list: anyone appearing as respondent in 2+ cases over 180 days surfaces on the Compliance Overview
Ask any question on employment law, policy, or HR practice. Toby answers with jurisdiction-specific context, conservative tone, and primary-source citations. Trained on US federal and state employment law plus the major international jurisdictions HR teams actually deal with.
- →Outside counsel time drops by 60–80% on routine questions.
- →Every assertion grounded in statute, regulation, or case law you can verify.
- →PII redacted inline before any text leaves your tenant.
- 01Quick answers on FMLA eligibility, ADA accommodation, final pay rules by state
- 02Drafting language for a one-off situation (severance carve-out, accommodation denial, return-to-office mandate)
- 03Multi-state risk analysis when you're hiring or laying off across jurisdictions
- 04Sanity-checking a manager's plan before they take action
- 01Cite-bound answers, every claim links to a statute, regulation, agency guidance, or case
- 02US federal: FLSA, FMLA, ADA, Title VII, ADEA, NLRA, WARN, COBRA, PWFA, ERISA
- 03All 50 state regimes for final pay, leave, non-competes, salary history, pay transparency
- 04Confidence scoring with auto-escalation prompt when low
- 05Inline PII redaction, names replaced with [employee], [manager], [VP] before inference
Notice period for terminating [Engineer] in Bavaria? 3-year tenure, performance grounds.
Under §622 BGB, statutory notice for 3-year tenure is one month to month-end.1 Performance-based dismissal additionally requires the BetrVG works-council consultation if applicable.2 Written termination must be in original form (§623 BGB), email is invalid.
Generate PIPs, terminations, severance agreements, offer letters, handbook policies, accommodation memos. Each draft is auto-reviewed against federal employment law, the relevant state's specific requirements, and your company handbook before it ever lands in your inbox.
- →What took outside counsel five days now takes 90 seconds.
- →Critical / warning / suggestion findings surface with citations and recommended fixes, every time.
- →Three-layer legal review runs on every document, every time. No skipped reviews because someone was in a hurry.
- 01Severance agreements with OWBPA-compliant ADEA carve-outs (21/45 day, 7-day revocation)
- 02PIPs paired with the case object so progressive discipline lives in one record
- 03Termination letters with state-specific final-pay language baked in
- 04Handbook policy drafts checked for NLRA + state non-compete enforceability
- 05Accommodation responses with interactive-process documentation
- 01Pre-built generators: PIP, termination, severance, offer letter, warning, handbook policy, accommodation memo, complaint response
- 02Mandatory legal_review pass with server-side JSON schema validation, Toby refuses to mark a document compliant unless the verdict parses
- 03Three-dimensional review: federal law, state law, company handbook (if uploaded)
- 04Auto-attached to a case when generated from inside one
- 05Every draft logged in the audit ledger as 'generated' with model + cost + duration
Upload offer letters, severance agreements, NDAs, handbooks. Toby reads everything, surfaces conflicts, missing language, and risks. Bulk-analyze thousands of documents to find every NDA that may not survive McLaren Macomb, every handbook policy that contradicts a new state law.
- →Find the 23 outdated NDAs across 800 employees in 90 seconds.
- →When laws change, Toby tells you which of your existing documents are now non-compliant.
- →Restricted documents enforce role-based visibility at the database, not just the UI.
- 01Post-acquisition document harmonization (target company's NDAs, handbooks)
- 02Annual handbook review against current state law
- 03NLRB McLaren Macomb compliance sweep across existing severance + confidentiality agreements
- 04Finding every offer letter with a non-compete in a state that just banned them
- 01Bulk analysis across thousands of documents in a single workflow
- 02Conflict detection between policies, contracts, and handbooks
- 03Per-document retention rules per US/EU jurisdiction
- 04Restricted flag: only admins + compliance officers can read (RLS-enforced)
- 05PII flagging at ingest, documents containing SSN, DOB, comp data are marked
Reference articles on FLSA, FMLA, ADA, Title VII, ADEA, plus 50-state tables for final pay, at-will exceptions, non-compete enforceability, sick leave, salary history bans, pay transparency. Cited to primary sources. Updated as laws change.
- →Stop tabbing between five state DOL websites. Everything in one place, cited.
- →Federal floor vs. state requirement comparison on every topic.
- →Plaintiff-friendly states (CA, NY, MA, NJ) get dedicated treatment.
- 01Onboarding a new HRBP, give them the Ledger as their reference library
- 02Pre-acquisition jurisdictional risk analysis
- 03Annual compliance training prep
- 04Quick sanity check before authorizing a one-off decision
- 01In-depth articles with key takeaways + primary source links
- 02State-by-state comparison tables, filterable by state and topic
- 03Federal vs. state floor analysis built into every article
- 04Versioned content with change-tracking, see what changed when laws updated
- 05Risk flags on high-litigation topics (non-compete, mandatory arbitration, NDA confidentiality)
Intelligence
What changed since yesterday, and what it means for you.
Open in workspaceA regulatory feed that classifies every new EEOC bulletin, NLRB decision, and state DOL update, pushed to your inbox only when it touches your jurisdiction or your handbook. Plus the tamper-evident audit ledger that proves what you did and when.
- →You don't read 50 state DOL websites. Toby reads them and tells you what matters.
- →Pattern detection across cases shows you the second complaint about a manager, not the fourth.
- →Audit ledger is hash-chained: any tampering is detectable. Real signature, real chain.
- 01Quarterly compliance posture review (one place, every signal)
- 02Litigation-readiness: prove the trail of every action taken on a case
- 03Subpoena response: export a customer's audit log as signed CSV / JSON in seconds
- 04Internal investigations into staffing patterns ("why are we seeing 3 PIPs from one manager?")
- 01Daily regulatory-updates feed: agency bulletin → Claude classification → per-tenant notification fanout to matching jurisdictions
- 02Pattern detection: repeat-respondent watch list with severity tiers (Watch / Elevated)
- 03Append-only audit_events: UPDATE and DELETE revoked at the database role level
- 04SHA-256 hash chain over canonical event JSON; prev_event_hash links every row
- 05Standalone verifier (`npm run audit:verify -- <orgId>`) confirms chain integrity end-to-end
- 06Audit export as CSV or signed JSON, with a chain-integrity footer
Integrations.
Connect Toby to your existing HRIS, document store, and messaging. Tokens are encrypted at rest; only workspace admins can connect or disconnect.
- Slack, case updates, watch-list alerts, regulatory-feed digests.
- Microsoft Teams, same notifications, your Teams channels. Multi-tenant.
- Google Workspace, pull handbooks and policies from Drive into Vault.
- DocuSign, Workflow drafts → envelopes; signed copies back to Vault and the case ledger.
- BambooHR, employee directory sync. Mid-market SMB.
- Rippling, directory + manager chain via Rippling API.
- Workday, workers via Integration System User. Tenant-scoped.
- Gusto, payroll-driven directory for SMB. Final-pay timing automated.
- Greenhouse, candidates, jobs, hiring-team users. Read-only.
- Lever, opportunities, users, postings. Pre-offer case context.
- Ashby, candidates, jobs, interview feedback, users.
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