Facility Management & Staffing
This is the single biggest hidden leak in the sector, and it is the same shape across every segment: the business runs on attendance and gets paid on attendance, but the deployment number, the client-billed number, the payroll-paid number and the client's own attendance record do not agree. Absent posts get billed (a dispute and a short-pay waiting to happen) or absences get billed back as deductions never recovered; covered double shifts and extra deployments get paid but never billed; a statutory wage revision is paid to the worker but never passed through to the client; and consumables issued at site are never recovered against the work done. On a wafer-thin margin, these few rupees a day across thousands of deployed people are the whole profit, and they leak in the operator's own records.
Who has it
For security and manpower-deployment agencies this is the signature build (muster vs billing vs payroll); staffing and contract-workforce providers need attendance-to-billing-to-payroll tied to the rupee; integrated facility-management companies and housekeeping, catering and soft-services operators add deployed vs billed vs paid plus consumable recovery. The sector's signature build.
What we build
A reconciliation sweep across the operator's own records that ties the four attendance numbers together per site, per contract, per cycle: deployment plan vs site muster vs client-billed vs payroll-paid, against the client's own attendance record. This is the firm's universal entry wedge here: a read-only, provable "find the money in your own attendance and billing" sweep that funds the engagement.
What is automated, where AI helps, who signs off
The reliable spine
The non-AI spine is the reconciliation arithmetic: the deployment plan, the site muster, the client-billed number and the payroll-paid number are tied together per site, per contract, per cycle by deterministic calculation, and every recovery is evidenced back to the muster and invoice it came from.
Where AI helps
AI is limited to bounded reading and matching from the operator's own records, for example reading a client attendance sheet or a paper muster into the structured numbers the reconciliation compares; 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
The four attendance numbers finally tie; un-billed overtime and extra deployment get re-billed; un-passed-through wage revisions get claimed; wrongful client deductions get disputed with evidence instead of accepted; the leak that was the whole margin surfaces and gets recovered every cycle.
Illustrative outcome
Recovery of un-billed deployment, un-passed-through wage revisions and wrongful deductions, often the largest single recovery in the first build, evidenced from the operator's own musters and invoices. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
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
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.