The reliable spine
The reliable spine is the workflow: an onboarding checklist, attendance-to-payroll inputs, statutory records and a plain read on headcount, cost and attrition, all running on rules.
Auto Components & Ancillary
HR and people operations
Wiring-harness and assembly work is labour-intensive; HR's day disappears into the same leave, payroll and policy questions, new-hire documents chased on WhatsApp and re-keyed, and attendance reconciled to payroll by hand every month, while every people decision is a live legal-risk surface.
Who has it
Signature for the rubber, plastic and wiring-harness makers, where harness and assembly work is labour-intensive; partial across all segments wherever headcount is large.
What we build
An onboarding checklist, attendance-to-payroll inputs, a cited leave/payroll/policy helpdesk off the company handbook, statutory records, and a plain read on headcount, cost and attrition. Every people decision stays with a named manager.
What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
Where AI helps
AI is limited to answering routine leave, payroll and policy questions with a citation to the company handbook and reading new-hire documents into the record; every people decision stays with a named manager.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
Routine HR queries answer themselves; onboarding documents are collected without the WhatsApp chase; attendance reconciles to payroll. Illustrative; final numbers come from your own data.
Illustrative outcome
Routine HR queries answer themselves; onboarding documents are collected without the WhatsApp chase; attendance reconciles to payroll. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
How this one gets built.
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
Related builds
What tends to pair with this one.
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