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Construction & Manufacturing4 monthsTimeline Digital (in-house product)

Timeline Labor Manager

Free Windows labor-management app. Worker attendance, overtime, advances, daily wages, payroll reports, built for construction sites, factories and warehouses.

35 min

Reconciliation

$0

Per-Worker Fee

Daily/Weekly

Reports

01Timeline Labor Manager: The Challenge

Construction contractors and factory owners track worker attendance and wages on paper or shared spreadsheets. Advances and overtime get lost or disputed. Payroll night becomes a 6-hour reconciliation. Commercial labor systems are priced for enterprise.

02Timeline Labor Manager: The Solution

Built a desktop labor-management application with worker registry, daily attendance, overtime tracking, advance/loan tracking with running balances, weekly and monthly payroll reports, and printable wage slips. Works offline, single-installer.

03Timeline Labor Manager: The Results

Used on construction sites across Pakistan and the UAE. Payroll reconciliation time cut from 6 hours to 35 minutes per week. Advance disputes effectively eliminated since the running balance is visible to both site supervisor and worker.

Technology Stack

ElectronWindowsSQLiteNode.jsTypeScript

Services Provided

Custom Software DevelopmentBusiness Automation Solutions

Outcomes that mattered

The numbers above are the headline. Below is what they mean for the construction & manufacturing operations team: what they stopped doing, what they started doing, and what changed for end customers.

35 min

Reconciliation

Headline metric, measured against the pre-launch baseline.

$0

Per-Worker Fee

Captured 90 days post-launch with the same methodology used during discovery.

Daily/Weekly

Reports

Operational impact reported by the client team in their post-launch review.

Why this tech stack

We pick technology based on the production load, the integration footprint and the long-term maintenance reality, not the latest framework on Hacker News. For Timeline Labor Manager, the stack we chose:

Electron

Production-grade choice for construction & manufacturing workloads at this scale.

Windows

Production-grade choice for construction & manufacturing workloads at this scale.

SQLite

Production-grade choice for construction & manufacturing workloads at this scale.

Node.js

Production-grade choice for construction & manufacturing workloads at this scale.

TypeScript

Production-grade choice for construction & manufacturing workloads at this scale.

Common questions about this case

How long did the Timeline Labor Manager build take?+

4 months. We worked with short, regular updates and a working demo at each check-in, so Timeline Digital (in-house product) saw progress continuously.

What technology did Timeline Digital use to build Timeline Labor Manager?+

Electron, Windows, SQLite, Node.js, TypeScript. We pick the stack based on the production load, integration requirements and the team's long-term maintenance capacity, not the latest framework on Hacker News.

What industry was Timeline Labor Manager built for?+

Construction & Manufacturing. The patterns we used here transfer to similar businesses with comparable scale and regulatory requirements. Reach out if you operate in this space and want a similar build.

Can Timeline Digital build something similar for our team?+

Yes. We start every engagement with a paid discovery phase that produces architecture, a clear written scope and a proposal, and we agree the full scope up front. Mutual NDA signed on day one, full IP assignment, no agency overhead. Cost depends on scope, features and integrations. Book a free call and we will walk you through it.

Get a Free Project Quote

Tell Us What You Need. We’ll Scope It in One Call

After you contact us, a senior engineer reviews your message and replies within 4 business hours. The free 30-minute scoping call covers your business objective, the users involved, any systems that need to connect, and which pricing model fits your situation. You receive a written project brief and ballpark estimate within 3 business days, with no obligation to proceed.

30-min scoping call with a senior engineerNDA and IP assignment signed on day oneResponse within 4 business hours, guaranteedQuoted in USD, GBP, EUR, or AED