Extract data from quotes using AI OCR

Koncile’s AI OCR, a solution to extract and verify data from quotes, powered by AI, is finally reliable, customizable, and available via API.

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Examples of quotesExamples of quotes

The best teams work with Koncile

Capture line details in your quotes

Automatically capture, organize, and verify each piece of data extracted from quotes with our intelligent AI recognition engine.

Export essential information in your preferred format (XLS, XLSX, CSV, or JSON) and connect structured data to your systems via our API.

Illustration diagram of the extraction model for quotes
Image de Pierre Laprée, CEO de Spend HQ.

Pierre Laprée

Founder & CPO at SpendHQ

Koncile automates the intelligent extraction of contractual data. Despite the complexity of our clients’ contracts, the tool ensures quality and speed, saving us valuable time.

Quote data extraction model

Koncile’s OCR quote data extraction model is designed to capture key elements from quotes, particularly line-by-line, addressing the needs of accounting, finance, and purchasing departments.

Through our intuitive interface, you can adjust, complete, or specify the data to extract according to your requirements.

Nom

Type

Exemple

Instruction

Validité

Text

Oui

Vérifie que le RIB est bien constitué des éléments suivants :
- Code banque (5 chiffres)
- Code guichet (5 chiffres)
- Numéro de compte (11 caractères alphanumériques)
- Clé RIB (2 chiffres)
Si les RIB est bien constitué de ces éléments, choisis la valeur "Oui". Sinon choisis la valeur "Non".

Quote number

Code 129/4-EDU

Quote date

Date 01/13/25

Service provider's name

Text ABC Company Indicate the name of the company issuing the document.

Recipient/Customer's name

Text Customer CDE Full name of the individual or the company’s business name.

Total amount excluding taxes

Price 1,000.00

Total taxes amount

Price 200.00 Taxes amount applicable to the total billed amount.

Total amount including taxes

Price 1,200.00

Document validity

Boolean Yes Indicate "Yes" if the document is signed or stamped. Otherwise, indicate "No".

Reference or item code

Code 38439391 Indicate the first reference or item code related to the billing line.

Product description

Text Sleeve 12I4 Full description or label of the goods or service purchased. Be specific to include as many details as possible.

Quantity

Number 2

Unit price

Price 100.00

Total line price

Price 200.00 Indicates the total amount for the line, after any applicable discount.
Flèche courbée vers le haut.

Add any extraction field

Flèche courbée vers le haut.

Edit AI instructions

Why Koncile

Tailor the extraction to your needs

Easily add or modify extraction fields in the Koncile parser interface using natural language.

Champ à extraire : référence produit.

Set up Koncile in just one day

Koncile is pre-trained and can be deployed in a single day for all your extraction use cases.

No need for training on large volumes of your data.

Vignette de vidéo extraction de document.

Connect Koncile to your tools

Capture data in a structured format such as JSON, XLSX, CSV, or others.

Connect your application via our API. Access the full documentation here.

Liste des formats de document.
Logo de Koncile.

Try Koncile now

Create your extraction template, test it on a sample document, and scale effortlessly

An OCR solution designed for data extraction

Table recognition software for quotes

Sophisticated table detection algorithm for all types of quotes

Accurate OCR for detailed line-by-line reading

Collect and analyze codes, descriptions, unit prices, and quantities present line-by-line in your quotes

Automatic analysis of all types of formats

Automatically convert all your quotes (paper, PDF, Excel) into usable data

Quote data extraction for API

Create a complete database integrated into an application accessible via API

Beyond OCR: verification and validation of extracted data

Are unit prices consistent with those negotiated? What savings can be made by choosing a different quote? What is the total amount of spending over a given period? Automate your quote management with advanced OCR

The API to streamline your document management

status

string

Document status can be DONE, DUPLICATE, or IN PROGRESS

document_id

integer

Unique identifier assigned to each document

general_fields

objects

Fields that appear once per document. Returns in the format: {field_name: extracted_value}

line_fields

objects

Repeated fields extracted in bulk for each row or table. Returns in the format: {field_name: extracted_value}

Request

curl api.koncile.ai/tasks/{task_id}/ \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $API_KEY"
response = requests.get(f"{api_url}/tasks/{task_id}/",
headers={"accept": "application/json", "Authorization":{"Bearer{api_key}"})

Response

{
  "status": DONE,
  "document_id": ID,
  "General_fields":
    {
      "Date" : "05/08/20222",
      "Price" : "23$",
      "Supplier name" : "Koncile",
    },
  "Line_fields":
    {
      "Date" : ["05/08/2022", "05/09/2022", "03/02/2023"],
      "Price" : ["23$", "12$", "5$"],
    }
}

Security and privacy by design

No training on your data

Fully encrypted application

Secured data storage

GDPR compliant

Cadenas noir entouré d'étoiles noires.

Any question?

Contact us at contact@koncile.ai, check out our documentation, or book a demo.

How does OCR work to extract data from a quote?

OCR (Optical Character Recognition) uses advanced computer vision algorithms to analyze images of quotes and identify characters.
In addition to this technology, we also integrate natural language processing (NLP) technology, which helps to better understand the context of the extracted data.
This allows for more accurate extraction of important information such as quote numbers, dates, item amounts, totals, and other elements, even in complex quotes.

What format should I upload my quote in?

You can upload your quotes in PDF, PNG, or JPEG format. These formats are widely supported and allow our OCR system to extract the data efficiently and accurately.

Can the OCR handle quotes in multiple languages?

Yes, Koncile supports multiple languages for quote analysis. Our OCR technology is capable of recognizing and extracting data in different languages, ensuring flexibility for businesses operating internationally.

Can I extract a specific field?

Absolutely! Koncile’s OCR extraction service offers fully customizable fields. Our pre-built models are just a starting point—you can modify and add your own fields to meet your specific needs.

What types of quotes can I analyze with OCR?

Koncile can analyze a wide range of quotes, whether standard or customized.
Our OCR technology is capable of extracting data from simple quotes such as sales quotes, as well as more complex quotes with multiple sections, subtotals, or detailed item descriptions.
Whether you are dealing with quotes from digital or printed formats, Koncile can handle different types of documents efficiently.

How does Koncile integrate with my existing tools and software?

Koncile is accessible via a powerful API, with full documentation available here. Additionally, you can upload documents directly in the app and download extracted data in XLSX, XLS, CSV or JSON formats for seamless integration into your workflows.

I need to parse a document that’s very specific to my industry. 
Can Koncile handle it?

Of course! Start by exploring our library of pre-built templates, covering a wide range of industries. If you don’t find one that fits your needs, you can easily create your own custom model.

What are “General Fields” and “Repeated Fields”?

In each extraction template, you’ll find:

General fields: These are pieces of information that appear only once per document (e.g., an invoice number or date).

Repeated fields: These are elements that appear multiple times within a document, such as item descriptions or prices in each line of a quote. Use repeated fields to extract tables and structured data from your documents.

What file formats does Koncile support?

Koncile allows you to import PDF files and all common image formats, including PNG and JPEG.

What is Koncile’s pricing structure?

Koncile offers three plans, including enterprise options for handling large data volumes. Check out our pricing on the dedicated page in our documentation.