The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for HR and people operations for shift workforces.
Logistics & 3PL
HR and people operations for shift workforces
HR's day disappears into repetitive admin for a large, shift-based and often contract workforce: the same leave, payroll and policy questions answered by hand, new-hire and driver documents chased on WhatsApp and re-keyed, attendance reconciled to payroll manually every month, and idle seats nobody reclaims. The work is mechanical and quantifiable in rupees, but every people decision is a live legal-risk surface.
Who has it
It is core for 3PL and warehousing operators, with large warehouse and manpower workforces, serves courier and last-mile operators on delivery-rider and sorter workforces, and reaches fleet transporters on driver and branch staff admin.
What we build
The onboarding and document checklist, the attendance-to-payroll inputs for shift and contract workforces, the statutory people records, a cited leave/payroll/policy helpdesk off the company handbook, and a plain read on headcount, cost and attrition.
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 bounded reading, extraction, matching, clustering or drafting from the firm's own data for HR and people operations for shift workforces; it never owns the number, the approval, the promise or the decision.
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 people-admin questions get answered on their own; driver and staff onboarding documents are collected without the WhatsApp chase; attendance reconciles to payroll instead of being re-keyed; every decision about a person stays with a named manager.
Illustrative outcome
HR admin hours freed for real people work; onboarding and attendance run to a system.
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.
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What tends to pair with this one.
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