AI per Aziendefor building services companies

AI for MEP contractors: from tender pack to progress claim

For mechanical, electrical and plumbing contractors, AI earns its keep on the paperwork around the job: tender packs to read, bids to draft and crew hours to cost against the right job. AI per Aziende, an Italian studio, builds these tools to order: they pull requirements and deadlines from tender documents, draft bids from your own rates and turn crew messages into site reports costed by job; a person signs off every document. You start with a free intro call built around one of your live jobs.

  • Free discovery call
  • A working demo before you sign
  • You approve every step

Where the day goes

  • A 200-page spec lands on Friday afternoon

    The tender closes in ten days and someone has to read all of it: eligibility, mandatory site visit, bonds, exclusions. It usually falls to the owner or a senior estimator, pulled off live jobs. The requirement buried on page 143 is the one that costs you.

  • Labour hours arrive in fragments

    One foreman texts, another writes on paper, a third remembers on Friday. Working out which hours and materials went to which job becomes office work in its own right, and real margins only show up once the job is closed.

  • Progress claims mean chasing the crews

    A valuation needs installed quantities, photos and agreed variations. When that data is spread across chats, email and notebooks, the claim goes in late and so does the payment.

  • Your O&M files exist, but nobody can find them

    Drawings, commissioning reports and product data from past jobs sit in shared folders with inconsistent names. When a client asks what you installed three years ago, someone loses a morning looking.

What the AI actually does

Tender pack review

Upload the tender documents and the AI returns a summary: eligibility criteria, deadlines, documents to prepare, risky clauses. Every point links back to the page it came from, so checking it takes a minute.

Example
Monday at 8 am the estimating team opens the summary for an HVAC tender at a school: mandatory site visit by Thursday, bid bond required, three comparable projects needed. Go or no-go is settled in half an hour.

Bid drafts built from your rates

From the bill of quantities or a scope list, the AI assembles a draft bid with your descriptions, rates and standard terms. An estimator checks it, adjusts it and signs it: no bid leaves without review.

Example
For a boiler-room replacement in an apartment block, the estimator pastes the scope list; the draft with descriptions and standard exclusions is ready before lunch. He changes two rates and sends it.

Site reports costed by job

Foremen send a voice note or message on WhatsApp or Telegram at the end of the day: hours, headcount, materials, issues. The AI turns it into clean lines filed under the right job, ready for the office.

Example
At 5:30 pm a foreman dictates: 'High Street job, four guys, eight hours, cable tray done on level two, still missing a distribution board'. Next morning the hours sit on the right job, with a flag on the missing board.

Progress claim groundwork

With hours, quantities and photos already filed per job, the AI prepares the progress summary your valuation starts from. The project manager checks it against the contract and decides what to claim.

Example
At month end the project manager opens the summary for the hospital job: metres of pipework installed per floor, linked photos, variations flagged by the crews. The claim goes out in a morning, not three days.

Ask your project archive a question

We connect the AI to documents from your past jobs. Ask in plain language and get an answer with a link to the source file.

Example
A client asks which chiller you fitted in their warehouse in 2022. An engineer types the question and within seconds has the make, model and commissioning report to attach.

How we get started

Three steps, and the first one is a no-strings conversation.

  1. 1

    A free call on one live job

    Thirty minutes online with the owner or operations lead. We take one real job and look at where time leaks: tendering, the office, site. If AI won't help, we say so on the call.

  2. 2

    A prototype on a live job

    We take a current tender or project and build the first version on those documents. You judge it on your own data, not on a demo.

  3. 3

    Rollout to the office and the crews

    The tool goes into everyday use with estimators and foremen. We refine it with you over the first weeks and keep it maintained.

Why AI per Aziende

A person signs every document

Bids, claims and client correspondence stay drafts until one of your people approves them. AI shortens the work; accountability stays where it belongs.

Built around how your firm runs

We don't sell a one-size package: AI agents, automations and custom software are our trade. The tool fits your jobs, not the other way round.

We'll tell you when not to build

If an off-the-shelf product already covers a step well, we say so on the intro call. We only build where it actually pays off.

Frequently asked questions

Can AI read tender documents and specifications?

Yes. Current AI models can read long tender packs and specifications and extract eligibility criteria, deadlines, required documents and clauses that need attention. What matters is how it's set up: in the tools we build, every point in the summary links back to the original page, so your estimators verify rather than trust. The decision to bid stays with you.

What is the best software for an MEP contractor?

There are established platforms for construction estimating, project management and job costing, and many MEP firms run well on them. They fit when your process fits their model. Custom AI earns its place in the gaps: reading tender packs, collecting crew reports from chat apps, drafting documents from your own rates. On the intro call we tell you honestly which route suits you.

How do I collect daily site reports without paperwork?

Let foremen use what they already use: a voice note or a message at the end of the shift. The AI reads it, recognises the job, headcount, hours and materials, and files them neatly for the office. Nobody on site has to learn a new app, and nobody in the office has to retype anything.

Does the AI submit progress claims on its own?

No, and it shouldn't. The AI gathers and organises what a claim needs: installed quantities, hours, photos and variations flagged by the crews. The summary goes to the project manager, who checks it against the contract and decides what to submit. A progress claim has financial weight, so a person signs it off.

Do we have to replace our current job management software?

No. The starting point is your current setup. If the new tool needs to exchange data with your existing system, we check that on the intro call; it depends on the software and what it can import or export. Often it's enough for the AI to produce data and documents in a format your office already handles.

How much does AI cost for an MEP contracting firm?

For an MEP firm the price depends on what we build: a tender reader is a different job from a system collecting reports from ten crews. A fixed price list would mislead you. On the free intro call we work out what your firm actually needs, then give you a clear price before any work starts. And if the numbers don't work, you'll hear that from us first.

Do our project documents stay confidential?

Tender packs, bids and site data are used only to run your tool. On the intro call we go through where they are stored, who can access them and how access is split by role, for example estimators on one side and site crews on the other. No document goes to a client without a person approving it first.

Bring us a real job

A free 30-minute intro call: show us a live tender or project and we'll tell you where AI takes work off your office and crews, and where it doesn't.

Rather send an email?
info@aiperaziende.com
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No commitment: it's a call to see whether we can help.