Intelligent Data
Transformation.
Unstructured to Structured.

An agentic AI system that ingests messy, unstructured data — PDFs, contracts, emails, attachments — and transforms it into clean, structured intelligence. The enabling layer for any AI project.

Data Transformation Pipeline
Source Document
Structured Output
FieldValueConf.
hotel_nameGrand Hyatt Dubai99.1%
check_in2026-03-1598.7%
rate_net$142.0099.4%
room_typeDeluxe King97.8%
cancellation72h prior96.2%
01

Data trapped in documents

Your organization's most valuable intelligence is locked inside PDFs, emails, contracts, and attachments. Manual extraction is slow, error-prone, and doesn't scale.

02

Schema inference is hard

Every document type has a different structure. Traditional ETL breaks when formats change. You need systems that reason about structure, not just parse it.

The companies winning with AI aren't the ones with the best models. They're the ones with the best data.

Five layers. Each independently valuable.
Together, they compound.

Layer 01

Agentic Ingestion

Multi-format document processing that handles PDFs, images, emails, and attachments. OCR, layout analysis, and content extraction in a single pipeline.

P
PDF
E
Email
X
Excel
I
Image
D
DOCX
S
Scan
Layer 02

Dynamic Schema Inference

Automatically detects and maps document structure without pre-configuration. Learns from corrections.

vendor_name
string
effective_date
date
net_rate
number
terms[]
array
Layer 03

Context-Aware Extraction

Understands document context to extract entities with near-zero error rates. Not pattern matching — reasoning.

Entities
99.2%
Dates
98.7%
Currency
99.4%
Clauses
96.8%
Layer 04

Multi-Document Reasoning

Reasons across multiple documents to identify relationships, conflicts, and dependencies.

Contract A
Amendment
Rate Sheet
Layer 05

Structured Output API

Clean REST endpoints that deliver structured data to any downstream system. Analytics, automation, CRM, ERP — ready to consume.

{
"hotel": "Grand Hyatt Dubai",
"check_in": "2026-03-15",
"nights": 4,
"rate_net": 142.00,
"confidence": 0.992,
"source_doc": "contract_2026.pdf"
}

Proven at scale within portfolio travel operations.

Thousands of hotel contracts processed — weeks of manual work reduced to hours. Near-zero extraction errors across every document type.

10x
Faster processing
99.2%
Extraction accuracy
Weeks
Reduced to hours

Stop drowning in
unstructured data.

See how the platform turns your messiest documents into structured, actionable intelligence.