Case study · 02 · Construction

Construction.
Budget, site and drawing
in one place.

The budget is in one file, the programme in another, and the drawings in a folder someone renamed. By the time those three meet, the money is already spent and the variation is already built.

  • Project budget
  • Project management
  • Drawings
  • Analysis results
  • Variation orders
  • Claims

Where it hurts

What this usually
looks like.

The pattern we meet before anything is built.

The problem

Budget drifts quietly

Contract sum in a spreadsheet, committed cost in invoices nobody has posted yet. The overrun is discovered at final account.

The problem

Each site managed differently

Programme, manpower and progress live in whatever the project manager prefers, so head office compares apples with memory.

The problem

Drawings go out of version

The team on site builds from the sheet they have, not the latest revision, and the rework is paid for twice.

The problem

Analysis results sit apart from the job

Design checks and calculation outputs live in an engineer's folder, so the decision they justify cannot be traced later.

The cost of staying manual

What it costs you,
against a rival on AI.

Same customers, same prices. The difference is what each company spends to earn the same ringgit.

Without AI

One person per job, one job at a time.

  • Price
    the tender
  • Issue
    drawings
  • Track
    variations
  • Update
    the programme
  • Match
    invoices
  • Build
    reports

6 admin · RM21,000 a month Each task waits for the person in front of it.

With an AI-ERP

People decide. The engine computes the rest.

  • Decide
  • Approve
  • Run
    the site

AI-ERP engine · all at once

  • Tender & BQ
  • Design & drawings
  • Budget vs cost
  • Programme
  • Variation orders
  • Progress claims
  • Invoice match
  • Reconciliation
  • Reports

3 admin · RM10,500 a month 9 processes computed in the same second.

Read as money,
that is the whole margin.

Monthly cost of the back office, with and without an AI-ERP Monthly cost of the back office: RM36,000 without AI, RM14,500 with an AI-ERP. Monthly cost of the back office RM36,000 Without AI payroll + leakage RM14,500 With AI-ERP payroll + leakage −RM21,500 a month
Monthly profit on the same revenue, with and without an AI-ERP Monthly profit on the same revenue: RM100,000 without AI, RM129,000 with an AI-ERP. Monthly profit on the same revenue RM100,000 Without AI 10% margin RM129,000 With AI-ERP 12.9% margin +RM29,000 a month

Illustration at RM1,000,000 revenue a month — same customers, same prices. The gap is RM29,000 a month, about 29% more profit. We run it on your numbers on the call.

02

What we build

Budget per project, live

Contract sum split into stages and cost codes, with every PO and invoice posted against the line it belongs to.

Project management across sites

Programme, milestones, manpower and progress for every site in one view, in the same shape.

Drawing register with revisions

Current revision, superseded history and who is building from what — so the site has the right sheet.

Engineering analysis kept with the job

Calculation and analysis results attached to the element they justify, searchable years later when somebody asks.

After

What changes.

✓Committed cost against contract value is visible while the job is still running.

✓Head office compares sites on the same numbers.

✓The site builds from the current revision, not last month's.

✓A design decision can be traced to the analysis behind it.

An industry scenario, not a named client engagement — the shape of the problem and what we build for it. Ask us for references in your sector on the call.

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