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Sht 01 of 11 · Deploy your first AI Engineer.

Hire your first AI Estimator.

Your enquiries arrive as PDFs, drawings and WhatsApp messages. They go back out as priced quotations, dimensioned elevations and cutting lists — in minutes, reviewed by your own team.

Book a live demo What is an AI Estimator?

Built and proven inside a 20-year Kerala aluminium fabricator serving 7,000+ customers. Offices in Ajman, UAE and Kozhikode, India.

Enquiry · WhatsApp 09:12

  1. Good morning. Quote needed for 6 nos sliding windows, 2400 × 1800, 2 track, powder coated RAL 7016. Villa project Al Barsha. Elevation attached.

    ELV-A-04.pdf 1.2 MB
  2. AI Estimator

    Received — 6 × 2-track sliding, 2400 × 1800. Two things before I price it: 6 mm clear toughened or DGU, and is site installation in scope?

  3. 6 mm clear toughened. Yes, installation included.

  4. AI Estimator

    Take-off done: 216.15 kg aluminium, 23.21 m² glass, 35 bars at 6 m. Quotation QT-2026-0847 — AED 11,777.63 incl. 5% VAT. Cutting list and glass schedule attached, ready for your review.

GL-01 · 1157 × 1672 2400 1200 1200 1800 AL-SW-01 09:18
Quotation QT-2026-0847 6 nos · 2400 × 1800
  • Aluminium sections — powder coated RAL 7016 216.15 kg 4,863.38
  • 6 mm clear toughened — cut to size 23.21 m² 1,810.38
  • Hardware set — rollers, lock, handles, anti-lift 6 set 990.00
  • Consumables — gasket, pile, silicone, fixings 6 set 252.00
Total incl. 5% VAT AED 11,777.63
AL-SW-01 216.15 kg 23.21 m² 35 bars · 11.2% off-cut READY — 6 MIN
Sht 02 of 11  · The problem

Your best estimator is your bottleneck.

Every enquiry has to pass through the one person who knows the sections, the rates and the rules. That person has eight hours a day, and the enquiries do not stop at five.

Enquiry queue · Tuesday
  • ENQ-1182Villa — 6 sliderswaiting 4 h
  • ENQ-1183Shopfront — 3 doorswaiting 9 h
  • ENQ-1184Tower — 44 casementswaiting 1 d
  • ENQ-1185Fire screens — 12 noswaiting 2 d
  • ENQ-1186Villa — curtain wallgone cold
5 in1 quoted 4–6 h each

The quotation that eats a day

Take-off, pricing, a drawing, then typing it up. Four to six hours of your most experienced person — for one enquiry that may not convert.

The enquiries you never quoted

The ones that land on a Thursday afternoon behind six others. They wait two days, the customer buys elsewhere, and nobody logs why.

The knowledge that leaves at six

Your rates, your system library, the rules of thumb that keep a job profitable. Most of it lives in one head, and none of it is written down.

Sht 03 of 11  · The answer

So hire the role, not another seat.

An AI Estimator is the estimating role performed end to end by AI. It reads the enquiry, does the take-off, selects sections from your system library, prices at your rates, draws the elevation and writes the quotation. Your estimator reviews and sends it. Four to six hours becomes five to ten minutes.

Does the role, not a step

Reads the enquiry, does the take-off, prices it, draws it and writes the quotation — the whole job, not a calculator you still have to drive.

Reviewed by your people

Every quotation lands in front of a human before it reaches a customer. The AI does the four hours; your estimator does the judgement.

Built for fenestration

Aluminium, uPVC, façade and fire-rated. It knows what an interlock is, why glass is the shutter less 68 mm, and that a 6 m bar has off-cut.

Runs on your numbers

Your system library, your section weights, your rates, your margin. Not a generic estimator with your logo on it.

Leaner by design

Complex systems get the same computed take-off as simple ones, so a desk can run with up to 80% fewer estimators for the same quoting volume.

Accurate to the accessory

The BOQ is computed from your system library, not estimated by eye — 100% accurate to the profiles and accessories you have loaded.

Read the full explanation →

Aluminium window profile cross-sections on display
It prices what is actually in the section: the profile, its weight per metre, the rebate the glass sits in and the gasket that seals it.
Sht 04 of 11  · The output

This is what comes back.

One enquiry — six 2400 × 1800 two-track sliders — run end to end. Every number on this page is computed from the same take-off, so it adds up the way a real quotation has to.

Main contractor — villa project, Al Barsha South, Dubai

Quotation
QT-2026-0847
Date
12 Aug 2026
Item
AL-SW-01

Sliding window — 2 track / 2 shutter — 2400 × 1800 mm, 6 nos
27 mm heavy-duty sliding series, powder coated RAL 7016 matt · 6 mm clear toughened

Quotation QT-2026-0847 line items
Description Qty Rate Amount
Aluminium sections — powder coated RAL 7016 216.15 kg 22.50 4,863.38
6 mm clear toughened — cut to size 23.21 m² 78.00 1,810.38
Hardware set — rollers, lock, handles, anti-lift 6 set 165.00 990.00
Consumables — gasket, pile, silicone, fixings 6 set 42.00 252.00
Fabrication & assembly 6 nos 145.00 870.00
Installation at site 6 nos 120.00 720.00
Subtotal9,505.76
Overhead & margin, 18%1,711.04
VAT, 5%560.84
Total, AED 11,777.63
AED 1,962.94 per window · 6 nos Reviewed
QuotationQT-2026-0847Ready to send
GL-01 · 1157 × 1672 2400 1200 1200 1800 AL-SW-01 REV B
ElevationAL-SW-011:20
Cutting list — AL-SW-01 × 6 nos
Section Description Cut Pcs kg
AL-1027 Outer frame — head & sill (2 track) 2400 12 82.08
AL-1028 Outer frame — jamb 1800 12 34.98
AL-1031 Shutter — handle stile 1740 12 24.66
AL-1032 Shutter — interlock stile 1740 12 25.92
AL-1033 Shutter — top & bottom rail 1105 24 25.44
AL-1040 Glazing bead — vertical 1672 24 13.62
AL-1040 Glazing bead — horizontal 1157 24 9.42
Total per batch 120 216.15
Cutting list216.15 kg
Cut plan · 6 m bars
AL-1027
2400 2400
2400 2400
2400 2400
2400 2400
2400 2400
2400 2400
6 × 6 m
AL-1028
1800 1800 1800
1800 1800 1800
1800 1800 1800
1800 1800 1800
4 × 6 m
AL-1031
1740 1740 1740
1740 1740 1740
1740 1740 1740
1740 1740 1740
4 × 6 m
AL-1032
1740 1740 1740
1740 1740 1740
1740 1740 1740
1740 1740 1740
4 × 6 m
AL-1033
1105 1105 1105 1105 1105
1105 1105 1105 1105 1105
1105 1105 1105 1105 1105
1105 1105 1105 1105 1105
1105 1105 1105 1105
5 × 6 m
AL-1040
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
1672 1672 1157 1157
12 × 6 m

11.2% off-cut across 35 bars. AL-1040 nests both bead lengths on one bar — 12 bars where cutting them separately needs 13.

Optimisation35 bars11.2% off-cut
2400 wide 1800 ht 2 track · RAL 7016 · 6 nos Villa — Al Barsha What arrives
GL-01 · 1157 × 1672 2400 1200 1200 1800 AL-SW-01 REV B What goes back
A photo of a scribble on a job sheet is a normal Tuesday. The AI Estimator reads it, asks what is missing, and returns the dimensioned elevation.

Take the sample pack

The full quotation, elevation, cutting list and glass schedule for the job above — the same PDF set a customer of ours would receive. We will email it; we will not call you unless you ask.

Sht 05 of 11  · The maths

More quotations. Fewer hands, if you choose.

The point is not that a quotation gets cheaper. It is that answering more enquiries stops being capped by the hours your estimating desk has — whether you use that to quote more with the same team, or run a leaner one, is your call.

6 hA manual quotation today, take-off to sent — four to six hours of an experienced estimator.
10 minThe same quotation with an AI Estimator, human review included. Five to ten minutes.
35Stock bars in the cut plan above, nested in one pass at 11.2% off-cut.
80%Up to 80% fewer estimators for the same quoting volume — the AI absorbs complex jobs, not just typing.
Adding estimators AI Estimator capacity Month 1 Month 12

Headcount is linear. Capacity does not have to be.

Every estimator you hire adds one estimator's worth of hours, once, and takes three months to get useful. An AI Estimator adds capacity the day it has your rate card, and adding the second one costs you a conversation, not a visa.

This is the shape of the argument, not a forecast of your numbers. Run yours on the ROI page — the calculator is ungated and the maths is on the screen.

Sht 06 of 11  · How it runs

Four steps, and you own three of them.

  1. 01

    Send it as it arrives

    A PDF, a DWG, a photo of a job sheet, a WhatsApp message. No forms to fill and no format to learn.

  2. 02

    The AI does the take-off

    It reads the sizes, picks the sections from your library, works the cutting list and asks you about anything genuinely ambiguous.

  3. 03

    Your estimator reviews

    One screen: the quote, the elevation, the cutting list and every assumption it made. Change a rate, everything downstream re-computes.

  4. 04

    Send it, then it is confirmed

    The quotation goes out under your estimator's name. When your customer confirms, your team moves on with a take-off that was already done right.

Walk through it properly →

Sht 07 of 11  · What you make

It has to know your product to price it.

A generic estimator gives you a number. This one knows why the glass is the shutter less 68 mm.

Aluminium systems Primary

Aluminium systems

Sliding, casement, tilt-and-turn, partitions. Section libraries, powder-coat and anodised finishes, weight-based pricing.

 uPVC systems Primary

uPVC systems

Welded frames, steel reinforcement, multi-chamber profiles, DGU schedules and running-metre pricing.

 Façades & curtain wall Secondary

Façades & curtain wall

Unitised and stick systems, panel schedules, bracket and gasket take-off across a grid.

 Fire & safety components Secondary

Fire & safety components

Fire-rated doors and screens quoted against the specification you are given, with the hardware schedule that goes with it.
Sht 08 of 11  · Who we are

Two offices, one reference customer, no invented numbers.

Where it was built

Inside a 20-year Kerala aluminium fabricator serving 7,000+ customers — a real factory with real enquiries, not a lab. The estimator was shaped by the quotations that plant actually had to send.

Where we are

Tajeer Plus FZC LLC, 26th Floor, Amber Gem Tower, Ajman, UAE. Hilite Business Park, Kozhikode (Calicut), Kerala, India. Both offices are staffed; either one can run your demo.

What we will not claim

We have no case-study logos to show you yet, no certifications to list and no testimonials we did not earn. What we have is a working estimator, and we will run it on your enquiry while you watch.

Workers operating aluminium fabrication equipment
Sht 09 of 11 · What we are for

Deploy AI Engineers for your Exponential Growth

Manufacturing does not get transformed by software that expects the factory to change first. It gets transformed by taking one job that eats a day, doing it in minutes, and then doing the next one.

Why we work this way →
Sht 10 of 11  · Questions

The five we get asked first.

What is an AI Estimator?

An AI Estimator is the estimating role performed end to end by AI: it reads an incoming enquiry, does the take-off, selects sections from your system library, prices the job at your rates, produces the elevation and cutting list, and writes the quotation. A human on your team reviews and sends it. A manual quotation takes four to six hours; this takes five to ten minutes.

Will it replace our estimator?

Not the role — the headcount, if that is what you want. Complex jobs get the same computed take-off as simple ones, so a desk can often run with up to 80% fewer estimators for the same quoting volume — a team of 20 down to around 4. The BOQ it produces is 100% accurate to the profiles and accessories you have loaded. Every quotation still gets a human review before it goes out.

How does it know our sections and our rates?

You give us your system library, section weights and price list during setup, in whatever shape you keep them — a spreadsheet, a supplier catalogue, an old quotation. The estimator prices against those. If your aluminium rate changes on Monday, you change one number and every quotation after it uses the new one.

What if the enquiry is incomplete?

It asks. Most enquiries arrive missing something — glazing spec, finish, whether installation is in scope. The AI Estimator raises the specific question rather than guessing, and flags every assumption it did make in the review screen so nothing is silently invented.

What does a live demo actually involve?

You send one real enquiry — the messier the better. We run it on the call and you watch the quotation, elevation and cutting list come out. It takes about thirty minutes and you keep the output whether or not you go further.

All the questions →

See it run on one of your own enquiries.

Send us a real enquiry — a PDF, a drawing, a WhatsApp message. We will quote it live on the call and you keep the output either way.

Book a live demo WhatsApp us