The product

See the agent run the work.

Hiring, onboarding, leave, performance, compensation, compliance, handled end to end, with a human on the calls that matter.

Built for lean HR teams
MambaHR · working4 workflows in flight
01Offer letter sent, Maya ChenMambaHR
02Leave approved, Jordan LeeMambaHR
03PIP drafted, Marcus WebbYou decide

Live today

Four workflows. One morning.

A sample of what MambaHR handles while you focus on what requires you.

MambaHR · workingLive run · today
01
Offer letter sent, Maya Chen
Senior Engineer · $195k · above band 8%
2 minMambaHR handles
02
Leave approved, Jordan Lee
CA PDL, CFRA and FMLA sequenced · job protected
4 minMambaHR handles
03
PIP drafted, Marcus Webb
90-day evidence cited · L3 sign-off queued
PendingYou decide
04
Separation docs, Sarah Lin
State-aware final pay · signature chain ready
ReviewYou decide

Onboarding & offboarding

Day one to last day, one workflow.

A signed offer kicks off the whole fanout, provisioning, I-9, device, first-week calendar. An exit runs the reverse, always with a human on final pay.

See it on a live demo →
Offer generated + countersigned (e-signed)
I-9 verified, E-Verify cleared
Accounts provisioned (IdP, Slack, app suite)
Device set up (MDM), buddy + first-week calendar
Offboarding: WARN / COBRA / OWBPA, state-aware final pay

Time off & leave

Leave that reads the statute for you.

Requests come in as plain text. The agent checks eligibility, stacks the right entitlements, and auto-approves within policy or routes to a human.

See it on a live demo →
PTO accrual and balances, tracked automatically
FMLA eligibility + state paid-leave stacking (CA, NY, MA, CO)
Auto-approve within policy, or route to a person
Anything medical or ambiguous escalates
Benefits: 401(k) enrollment + qualifying life-event changes

Performance management

Reviews that actually get written.

The agent drafts narratives from real evidence and cites every claim. You run calibration and make the calls.

See it on a live demo →
Annual, quarterly, probationary, promotion, and PIP cycles
AI-drafted review narratives with cited evidence
9-box calibration + fairness intelligence
Comp-change recommendations, human-approved
Disputes, appeals, and signed close artifacts

Compensation

Raises that stay fair.

Market bands and a real pay-equity model behind every comp change, with a fairness gate before anything is final.

See it on a live demo →
Market bands on every role
Pay-equity regression, p-values, outliers flagged
Promotions and raises with risk-based approval routing
Fairness gate on all sensitive changes
Comp-change draft, human-approved before anything sends

Compliance

Every decision, cited to the rule.

Federal baseline everywhere, plus state-specific rules where states differ. Confidence-scored, and edge cases route to a human.

See it on a live demo →
Federal employment law + all 50 states
Statute citation on every decision
Confidence scoring + freshness tracking
Append-only audit log on every action
Ambiguous calls route to your legal team

Headcount & RIF

Reductions, done defensibly.

Plan a reduction, model severance, and run the legal steps, heavily gated, always human-approved.

See it on a live demo →
Scenario planning + severance and final-pay math
WARN notices and batch legal hold
Internal-redeployment scan before anyone is cut
18-point preflight safety check that hard-blocks
Three-role approval, humans sign off

Documents & e-sign

Generated, signed, filed, retained.

Offers, separation agreements, NDAs, and policies, versioned, jurisdiction-scoped, and sent for signature without leaving the agent.

See it on a live demo →
Templates for offer / separation / NDA / policy
Signer chains, e-sign end to end
Versioned and jurisdiction-scoped
Filed and retained per your policy
Indexed for retrieval, PII-redacted on export

One AI department.
Every HR function.

Replace the admin work, keep the humans where they matter.

No setup project · Your data imported in a day · You approve the big calls