Cradl AI is built for automation teams at mid-sized and enterprise companies that automate document-heavy processes through Microsoft Power Automate, n8n, Zapier, or APIs.

The document AI layer
for automation workflows

Q: What is Cradl AI?

Cradl AI is a platform for automating document data extraction workflows with validation, review, and integrations built in.

Q: How is Cradl AI different from other AI tools, like ChatGPT?

Cradl AI is purpose-built for document workflows in automation platforms. It learns from corrections, flags uncertain predictions, and produces structured outputs for downstream systems.

Q: How does Cradl AI mitigate the risk of incorrect AI responses?

Cradl AI assigns confidence scores to predictions so teams can define when human review is required. Low-confidence results are routed for review, and corrections improve future performance.

Q: How does Cradl AI manage my data?

Cradl AI gives you control over retention, access, and deletion through configurable settings and APIs. Your data is never used to train shared models.

Q: Do I need to know how to code?

No. Cradl AI supports low-code automation teams while still providing API-first integration paths for developers.

Q: What documents can Cradl AI process?

Cradl AI works with invoices, forms, orders, statements, reports, and other recurring business documents.

Turn documents into reliable, structured data at scale with purpose-built agents, built-in guardrails, and human review for exceptions.

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Cradl AI agent builder extracting invoice fields and routing uncertain results to human review

Trusted by automation teams across industries

Extract data from complex documents

Process high volumes of complex, multi-page documents and turn them into structured data ready for downstream automation.

Any layout, any language
Split and classify documents
Line-level extraction and classification

REPUBLIC OF UTOPIAPASSPORT / PASS

Type

Passport No.

UT4821937

Surname

ERIKSEN

Given names

EMMA LOUISE

Nationality

UTOPIAN

Sex

Date of birth

14 MAR 1991

Place of birth

NORDHAVN

Date of issue

28 MAY 2021

Date of expiry

27 MAY 2031

P<UTOERIKSEN<<EMMA<LOUISE<<<<<<<<<<<<<<<<<<<
UT48219375UTO9103149F3105277<<<<<<<<<<<<<<06

Specimen data page. Holder signature, visa stamps and endorsements appear on the following pages. This document remains the property of the issuing authority.

BILL OF LADING

Straight bill of lading, short form. Not negotiable.

Ship from

BrightTech Supplies Ltd.
123 Commerce Street
Bergen, 5003, Norway

B/L number

BOL-2025-1193
Ship date: 2025-05-03

Ship to

ACME Solutions Inc.
1234 Innovation Drive
Oslo, 0164, Norway

Carrier

FedEx Freight
Pro no. 7731 0458 22
Customer PO: PO-2025-0487

Freight terms

Prepaid, FOB Oslo

Special instructions

Deliver to receiving dock B. Call ahead.

Units	Type	Description	Weight (kg)	Class
2	Pallet	Laptops, boxed, 10 pcs	48.0	85
1	Carton	Peripherals and cables	14.5	70
1	Crate	Office chair, assembled	21.0	125
4		Total	83.5

Shipper signature and date

Carrier signature and pickup date

PURCHASE ORDER

ACME SOLUTIONS INC.

[Company Slogan]
[1234 Innovation Drive]
[Oslo, 0164, Norway]
Phone: (47) 21 34 56 78
Email: procurement@acmesolutions.com

BrightTech Supplies Ltd.

123 Commerce Street
Bergen, 5003
Norway

Phone: (47) 55 12 34 56
Email: sales@brighttech.no

SHIP TO

ACME Solutions Inc.

1234 Innovation Drive
Oslo, 0164
Norway

Phone: (47) 21 34 56 78
Email: receiving@acmesolutions.com

P.O NUMBER

PO-2025-0487

The P.O. number must appear on all related correspondence, shipping papers, and invoices.

P.O Date	Requisitioner	Shipped Via	F.O.B Point	Terms
2025-04-28	Emma Larsen	FedEx	Oslo, Norway	Net 30

Qty	Unit	Description	Unit Price	Total
10	pcs	Laptop 16" MacBook Pro (M3, 16GB, 512GB)	12,500.00	125,000.00
5	pcs	Wireless Mouse Logitech MX Master 3	1,290.00	6,450.00
5	pcs	USB-C Docking Station (8-in-1)	2,190.00	10,950.00
20	pcs	USB-C Cable 2m	199.00	3,980.00
1	pcs	Office Chair Ergonomic	4,990.00	4,990.00

Please send two copies of your invoice.
Enter this order in accordance with the prices, terms, delivery method, and specifications listed above.
Please notify us immediately if you are unable to ship as specified.
Send all correspondence to the procurement address above.

Sub Total151,370.00

Sales Tax (25%)37,842.50

Shipping & Handling1,250.00

Other0.00

Total190,462.50

ABC Agency

123 Business Road
London, SW1A 1AA

Main Tel: 0208 1234567
Website: www.abcagency.co.uk

INVOICE

Client NameDate:24/04/24

Address:

456 Client Lane

City: Sampletown State: Sample Shire Zip Code: AB12 3CD

Phone: 01234 567890

Description	Time Spent	Rate	Total (£)
Consultation	3 hours	£50 / hr	£150.00
Graphic design work	4 hours	£45 / hr	£180.00
Content writing	6 hours	£40 / hr	£240.00
Website development	8 hours	£60 / hr	£480.00
Social media management	5 hours	£35 / hr	£175.00
Printing flyers, A5 x 500 copies	1 hour	flat	£160.00
Travel for client meeting	45 minutes	£0.50 / min	£22.50
Meeting running time x2	2 hours	£40 / hr	£80.00

Sub Total:£1,487.50

Tax: 20% VAT:£297.50

Total Due:£1,785.00

Inventory list

ACME Solutions Inc.
1234 Innovation Drive, Oslo

Count date

2025-05-06

Location

Oslo warehouse B

Counted by

Emma Larsen

SKU	Item	Bin	On hand	Reorder at	Value (NOK)
LT-MBP16	MacBook Pro 16"	A-01	10	4	125,000
MS-MX3	Logitech MX Master 3	A-04	5	5	6,450
DK-8IN1	USB-C Dock 8-in-1	A-05	5	3	10,950
CB-USBC2	USB-C Cable 2m	B-12	3	15	597
CH-ERGO	Ergonomic office chair	C-02	1	1	4,990
MN-27Q	27" QHD monitor	A-08	8	4	27,920
KB-MXK	Wireless keyboard	A-04	12	6	13,080

Items: 44Total value: 188,987 NOK

Jonas Berg

Senior Procurement Specialist

jonas.berg@mail.no+47 912 34 567Oslo, Norway

Summary

Procurement lead with 9 years of experience sourcing IT hardware for growing teams. Cut supplier lead times by a third through consolidated purchase orders and quarterly vendor reviews.

Experience

ACME Solutions Inc.2021 to present

Senior Procurement Specialist

Own the hardware budget for 240 employees across three offices.
Negotiated Net 30 terms with five preferred suppliers.

Nordlys Logistics2016 to 2021

Purchasing Coordinator

Matched invoices, bills of lading and purchase orders for 1,200 shipments a year.
Introduced a monthly inventory count for warehouse B.

Skills

Vendor negotiationSAP AribaThree-way matchingInventory controlNorwegian, English

Guardrails for every prediction

Apply confidence thresholds, cross-model checks, and business rules before results reach downstream systems.

Confidence scores for every field
Cross-model checks for extra safety
Fully customizable business rules with code when needed

Confidence threshold

Cross-model check

Value is below 300

Anti-hallucination check

Human review when you need it

Route exceptions to business users, capture corrections, and show source evidence for faster validation.

A dedicated UI for business users
Learns from every correction, automatically
See where each prediction was extracted from for easier validation

Human review interface for validating extracted document data

REPUBLIC OF UTOPIAPASSPORT / PASS

Type

Passport No.

UT4821937

Surname

ERIKSEN

Given names

EMMA LOUISE

Nationality

UTOPIAN

Sex

Date of birth

14 MAR 1991

Place of birth

NORDHAVN

Date of issue

28 MAY 2021

Date of expiry

27 MAY 2031

P<UTOERIKSEN<<EMMA<LOUISE<<<<<<<<<<<<<<<<<<<
UT48219375UTO9103149F3105277<<<<<<<<<<<<<<06

Specimen data page. Holder signature, visa stamps and endorsements appear on the following pages. This document remains the property of the issuing authority.

BILL OF LADING

Straight bill of lading, short form. Not negotiable.

Ship from

BrightTech Supplies Ltd.
123 Commerce Street
Bergen, 5003, Norway

B/L number

BOL-2025-1193
Ship date: 2025-05-03

Ship to

ACME Solutions Inc.
1234 Innovation Drive
Oslo, 0164, Norway

Carrier

FedEx Freight
Pro no. 7731 0458 22
Customer PO: PO-2025-0487

Freight terms

Prepaid, FOB Oslo

Special instructions

Deliver to receiving dock B. Call ahead.

Units	Type	Description	Weight (kg)	Class
2	Pallet	Laptops, boxed, 10 pcs	48.0	85
1	Carton	Peripherals and cables	14.5	70
1	Crate	Office chair, assembled	21.0	125
4		Total	83.5

Shipper signature and date

Carrier signature and pickup date

PURCHASE ORDER

ACME SOLUTIONS INC.

[Company Slogan]
[1234 Innovation Drive]
[Oslo, 0164, Norway]
Phone: (47) 21 34 56 78
Email: procurement@acmesolutions.com

BrightTech Supplies Ltd.

123 Commerce Street
Bergen, 5003
Norway

Phone: (47) 55 12 34 56
Email: sales@brighttech.no

SHIP TO

ACME Solutions Inc.

1234 Innovation Drive
Oslo, 0164
Norway

Phone: (47) 21 34 56 78
Email: receiving@acmesolutions.com

P.O NUMBER

PO-2025-0487

The P.O. number must appear on all related correspondence, shipping papers, and invoices.

P.O Date	Requisitioner	Shipped Via	F.O.B Point	Terms
2025-04-28	Emma Larsen	FedEx	Oslo, Norway	Net 30

Qty	Unit	Description	Unit Price	Total
10	pcs	Laptop 16" MacBook Pro (M3, 16GB, 512GB)	12,500.00	125,000.00
5	pcs	Wireless Mouse Logitech MX Master 3	1,290.00	6,450.00
5	pcs	USB-C Docking Station (8-in-1)	2,190.00	10,950.00
20	pcs	USB-C Cable 2m	199.00	3,980.00
1	pcs	Office Chair Ergonomic	4,990.00	4,990.00

Please send two copies of your invoice.
Enter this order in accordance with the prices, terms, delivery method, and specifications listed above.
Please notify us immediately if you are unable to ship as specified.
Send all correspondence to the procurement address above.

Sub Total151,370.00

Sales Tax (25%)37,842.50

Shipping & Handling1,250.00

Other0.00

Total190,462.50

ABC Agency

123 Business Road
London, SW1A 1AA

Main Tel: 0208 1234567
Website: www.abcagency.co.uk

INVOICE

Client NameDate:24/04/24

Address:

456 Client Lane

City: Sampletown State: Sample Shire Zip Code: AB12 3CD

Phone: 01234 567890

Description	Time Spent	Rate	Total (£)
Consultation	3 hours	£50 / hr	£150.00
Graphic design work	4 hours	£45 / hr	£180.00
Content writing	6 hours	£40 / hr	£240.00
Website development	8 hours	£60 / hr	£480.00
Social media management	5 hours	£35 / hr	£175.00
Printing flyers, A5 x 500 copies	1 hour	flat	£160.00
Travel for client meeting	45 minutes	£0.50 / min	£22.50
Meeting running time x2	2 hours	£40 / hr	£80.00

Sub Total:£1,487.50

Tax: 20% VAT:£297.50

Total Due:£1,785.00

Inventory list

ACME Solutions Inc.
1234 Innovation Drive, Oslo

Count date

2025-05-06

Location

Oslo warehouse B

Counted by

Emma Larsen

SKU	Item	Bin	On hand	Reorder at	Value (NOK)
LT-MBP16	MacBook Pro 16"	A-01	10	4	125,000
MS-MX3	Logitech MX Master 3	A-04	5	5	6,450
DK-8IN1	USB-C Dock 8-in-1	A-05	5	3	10,950
CB-USBC2	USB-C Cable 2m	B-12	3	15	597
CH-ERGO	Ergonomic office chair	C-02	1	1	4,990
MN-27Q	27" QHD monitor	A-08	8	4	27,920
KB-MXK	Wireless keyboard	A-04	12	6	13,080

Items: 44Total value: 188,987 NOK

Jonas Berg

Senior Procurement Specialist

jonas.berg@mail.no+47 912 34 567Oslo, Norway

Summary

Procurement lead with 9 years of experience sourcing IT hardware for growing teams. Cut supplier lead times by a third through consolidated purchase orders and quarterly vendor reviews.

Experience

ACME Solutions Inc.2021 to present

Senior Procurement Specialist

Own the hardware budget for 240 employees across three offices.
Negotiated Net 30 terms with five preferred suppliers.

Nordlys Logistics2016 to 2021

Purchasing Coordinator

Matched invoices, bills of lading and purchase orders for 1,200 shipments a year.
Introduced a monthly inventory count for warehouse B.

Skills

Vendor negotiationSAP AribaThree-way matchingInventory controlNorwegian, English

POST /documents{  "name": "My Supplier Invoice.pdf",  "agentRunId": "cradl:agent-run:xyz",  "content": "/9j/4AAQSkZJRgABAQABLAEsAAD/2wBDAAMCAgICAgw...",  "retentionInDays": 365}