Powered byEfficienciiIntelligent Business Automation

Every request,
a quote ready to send.

Briefs, specs, email, WhatsApp. Preventix.io reads them, structures them and turns them into professional quotes built on your pricelists and the projects you've already signed. The time you used to spend pricing by hand now goes to the work that matters.

preventix.io / demo
Business data hub
All your studio's knowledge in one place
Past quotes, suppliers, pricelists, cost sheets, revenue
past-quotes-2024-2025.xlsx
4.2 MB · Quotes
indexing…
supplier-directory.csv
180 KB · Suppliers
queued
main-supplier-pricelist.pdf
1.2 MB · Pricelists
queued
internal-cost-sheets.xlsx
920 KB · Cost sheets
queued
project-revenue-2025.xlsx
560 KB · Revenue
queued
transport-rates-2026.pdf
880 KB · Logistics
queued
1106 items unified · ready for the database
Cost database · unified items
database.xlsx
Waiting for files to be indexed…
Every item has real cost, client price and margin — ready for the quote.
Built for
Freelancers & professionalsEstimating studiosQuoting agenciesConstruction firmsBuilds & refurbishmentCarpentry & joinerySuppliers & distributorsLogistics & transportEquipment rentalGeneral contractorsMEP & plumbingProject managementManufacturing & productionInterior & exterior designArchitects & engineersTechnical consultingSite managementWarehousing & storagePackaging & printCleaning & maintenanceFreelancers & professionalsEstimating studiosQuoting agenciesConstruction firmsBuilds & refurbishmentCarpentry & joinerySuppliers & distributorsLogistics & transportEquipment rentalGeneral contractorsMEP & plumbingProject managementManufacturing & productionInterior & exterior designArchitects & engineersTechnical consultingSite managementWarehousing & storagePackaging & printCleaning & maintenanceFreelancers & professionalsEstimating studiosQuoting agenciesConstruction firmsBuilds & refurbishmentCarpentry & joinerySuppliers & distributorsLogistics & transportEquipment rentalGeneral contractorsMEP & plumbingProject managementManufacturing & productionInterior & exterior designArchitects & engineersTechnical consultingSite managementWarehousing & storagePackaging & printCleaning & maintenance
Flow

From brief to quote,
in a minute.

Four steps.

01Ingest

Reads the request in whatever format it lands.

PDF spec, email, WhatsApp, voice note. Preventix.io reads everything, pulls out specs, quantities and constraints, and understands exactly what needs to be produced.

Incoming channels
capitolato-stand.pdf
PDF · 2.4 MB
W
"Hi, we need a quote for…"
WhatsApp · 14:32
@
Re: Exhibition stand request
Email · 11:15
Product

Built like a team member.

It learns from your quotes.

Every quote you sign teaches your assistant how you price and how you margin. The more you use it, the closer the numbers come out of the box. Up to 97% accuracy on confirmed estimates.

0%
Average accuracy

From brief to PDF in 60 seconds.

Drop the request in any format. Out comes a quote ready to send.

Your costs, always current.

Pricelists, labour, transport, materials. A database that grows every time you work.

Your margin, always protected.

Set the target once. It's calculated into every quote, and it stays visible only to you.

Quotes with your brand.

Logo, colours, terms, conditions. A document that looks like you made it.

How we work

From the first call
to your live assistant.

A guided path led by our team. We build, train and validate the system for you.

01Discovery

We map your data and how you work.

We measure how long each step takes today and where hours leak. That's the raw material for your assistant.

Source mapping0 / 4 analysed
📁
Project archive
412 folders · 6 years
scan…
📊
Supplier pricelists
28 files · 4 versions
✉️
Email history
1,240 client threads
💾
Internal ERP
Weekly CSV export
The knowledge base starts from what you already have.
02Ingestion

We load your historical data.

Supplier pricelists, past quotes, cost scales, invoices, specs, Word and Excel templates. Everything gets read, normalised and indexed into the studio's private knowledge base.

Data upload0 / 5
supplier-pricelist-2026.pdf
Supplier
signed-quotes-2024.xlsx
Historical
labour-cost-scale.csv
Costs
quote-template.docx
Template
project-spec-42.pdf
Spec
03Template

We rebuild your output templates.

We reconstruct your PDFs and quote documents with your identity: logo, colours, terms, line-item structure.

Template → Quotedrag
template.docx
Drop the template, the AI fills logo, items and totals.
04Training

We train the AI on the way you price.

Fine-tuning on real patterns: margins per category, markups per client, supplier choices.

Margin fine-tuningepoch 1/6
CategoryEst.Real
Materials25%34%
Fabrication48%41%
Labour19%28%
Transport29%22%
Components27%36%
05Validation

We test until it clears the bar.

We compare the AI estimates against your signed quotes. Only when accuracy passes the agreed floor do we hand over.

Accuracy test
40%
threshold 95%
Calibrating…
06Handover

We give you the keys.

Account and dashboard. Every correction you make keeps training your assistant, on its own.

Handover
preventix.io
AI trained on your data
Knowledge base published
Output templates configured
Account and team active
From here on, every correction keeps training it.
The hidden cost of manual quoting

Every hour spent on numbers is an hour that doesn't generate margin.

70%
Of an estimator's week
spent today preparing quotes by hand
Source: Construction Industry Institute
9 in 10
Projects run over cost
32% from errors at quoting stage
Source: FMI / McKinsey — Construction Productivity
20–30%
Average bid-hit ratio
7 in 10 quotes are wasted work
Source: Procore · Construction CFO benchmark
−65%
Time per quote
from 16 hours to 6: 3× the bid capacity
Source: US Tech Automations, ROI Analysis 2026
FAQ

Frequently asked questions

Traditional tools ask you to fill fields, pick line items, apply formulas. Preventix.io reads the client request in whatever format it arrives, understands what's needed, and builds the quote for you. You review and correct — you don't start from scratch.

We ingest your supplier pricelists, your past quotes and your internal costs. The system indexes them and uses them as reference for every new estimate. Each quote you confirm becomes new learning material.

You edit items, prices, quantities or margins directly in the quote. Every correction is captured and applied to future estimates. Accuracy grows with use.

Email, WhatsApp, PDF specs, technical sheets, transcribed voice messages. Any format your clients already write to you in today.

Yes. Your data stays isolated to your studio and is never used to train shared models. Your assistant only learns from your materials, for you.

A call with our team, the upload of your pricelists and past quotes, and a short calibration window.

Get started

Ready to stop writing quotes by hand?

Leave your details. We'll call you back within 24 hours to set up your studio.