What we build

AI automation for construction firms and contractors

A job is won on the quote, run on the programme and paid on the paperwork. Most contractors are strong at building and losing money somewhere in the other three.

The paperwork of a job, from first enquiry to last retention payment

AI automation for construction takes on the paperwork of a job, from the first enquiry to the last retention payment: enquiry capture, quantity takeoffs and quotations, supplier prices, subcontractor coordination, material orders, site progress reporting, variations, payment applications and the document trail a dispute is decided on. It does not sign off structure and it does not touch safety certification.

Where this has actually run. Wobble works with RM Gulistan Engineers in Karachi, an engineering and contracting business. See the work, with the numbers.

Contractors are usually sold software for the wrong problem. The bottleneck is rarely the drawing package. It is the four days between a site visit and a price going out, the verbal variation nobody wrote down, and the application submitted a week after the valuation date.

Most of what follows is ordinary automation rather than anything clever. A reminder that fires when a valuation date approaches will earn more than any model, and it will still be running in three years.

The week you actually have

No solutions in this section. Count the ones you recognise.

Count them before reading on

Four or more of those in one week is ordinary for a contractor of any size, and it is a systems problem rather than a management one. Nobody forgot the valuation date because they are careless. They forgot it because it lives in a contract in a folder rather than in a calendar that speaks up.

The arithmetic on your own jobs

There is no industry average here worth borrowing. Three sums on your own numbers, and the first one is usually the shock.

If you cannot answer the first sum because unquoted enquiries were never recorded anywhere, that is the finding. The first thing to build is the record, not the automation.

What gets built, and where a contractor starts

The first build is whichever sum was largest. For most contractors it is the quote path, because turnaround decides win rate and because the same work produces the pricing library everything later depends on.

The cheapest change on this page

Record every enquiry, including the ones you decline. A contractor who can see what they were asked for and what they never priced learns more in one quarter than from any report a supplier can sell them.

What stays human on a live site

Nothing that touches safety certification or structural sign off is automated. Not a design check, not temporary works, not an inspection sign off, not the approval of a method statement. Those are professional judgements with names attached and legal weight behind them.

A system can assemble the evidence, hold the record and remind you a notice is due. It must not be the thing that decides the answer.

What changes with the contract and the country

Building is similar everywhere. Getting paid for building is not.

Where a contractor should not start with software

Three situations where the honest answer is to spend the money elsewhere.

One more that gets missed. If your site team will not use anything except the app they already message on, then either the system is built into that channel or it is not built. A portal nobody opens is a monthly fee for a login screen.

How soon a contractor sees anything, and who signs what

The start of this is deliberately short, because a contractor who has waited three months for software has already stopped believing in it. The audit takes the first week and its output is a written list of every date your contracts already impose: valuation dates, notice periods, retention release. One piece is live inside a fortnight and it is almost always that calendar, because a reminder firing before a valuation date earns money in its first month and needs nothing integrated to do it. The quote path follows across month two, once there is a priced item library worth reusing.

Nothing carrying a signature is automated. A contractual notice is prepared and then sent by a person who has read it. A priced quotation above whatever threshold you set waits for human approval before it leaves the office. A variation is captured on site with a photograph and a signature, which makes it a record rather than a decision. And anything about whether work is safe to proceed hands it to a person with a name and professional liability attached, every time, because a system that assembles evidence is useful and a system that concludes from it is a defendant.

The document trail is what a dispute gets decided on, so ownership is not a preference in this trade. The job records, the dated site reports, the variation evidence and the automations live in accounts in your own company's name, so you own the system and the trail stays yours whether or not a supplier is still involved. A contractor with a capable office manager can run the date calendar in-house indefinitely once it has been set up, and saying so is more useful than pretending otherwise. What is harder to keep internally is the quote path, because a priced library is only worth having while somebody maintains it against supplier prices that keep moving.

Wobble works with RM Gulistan Engineers in Karachi, an engineering and contracting business, on three purpose built ERP systems covering accounts, HR and inventory, led from ideation through to ongoing management. Moiz Khan owns automation architecture and decides what gets built and how it runs; Ibrahim owns build and workflows. The company works from Karachi, bills month to month and is answerable for what it operates, across 25 engagements in six countries. The RMG write up is not finished, so the honest statement is that three systems are live and the detail is still to be published rather than that there is a case study to read.

Common questions

Can it do a quantity takeoff from drawings?

Partly, and honestly is the right answer here. It can hold your priced item library, reuse measurements across similar jobs, track which drawing revision a price was built on and assemble the quote document. The measurement itself still gets checked by whoever puts their name on the price.

Will this work if my site team only uses WhatsApp?

Yes, and it is usually the right design. The foreman keeps sending photographs and voice notes to the same number, and the system turns those into dated site reports filed against the job. Nobody on site is asked to learn a portal, which is why the record actually gets kept.

Can it produce payment applications?

It can assemble them from the job record on the schedule your contract sets, and remind the right person before each valuation date. A person reviews and submits, because an application is a contractual document and the amount claimed is a judgement about progress rather than a calculation.

What about health and safety paperwork?

The chasing is automated, the judgement is not. Insurances, certificates and qualifications can be requested, collected and re-requested before they expire, and a subcontractor without current documents can be flagged before a start date. Nothing certifies competence and nothing signs off a method statement.

We are a small contractor with a few staff. Is this worth it?

It depends entirely on the hours your estimator, site manager and office spend each week on takeoffs, applications, chasing and reports, priced at what an hour costs you. If the office work fits comfortably into the hours available, spend the money on tools or on another pair of hands. The usual trigger is an owner doing quotes at night because the day is spent on site.

Where does the evidence live if we end up in a dispute?

In one place, filed against the job, with dates attached at the moment things happened rather than reconstructed afterwards. Photographs, site reports, variations, instructions and correspondence in one record is the practical benefit, and it is the reason many contractors build the site reporting piece before anything else.

See where this applies to your business

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