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IDX

IDX Platform

The Al-powered Document Processing Platform that transforms Complex and Unstructured Inputs into Masterpieces

Platform Overview

Behind every masterpiece lies a variety of complex, disparate and unstructured elements. Similarly, with critical documents also where sensitive data needs to be processed from a diverse set of inputs.

This is where IDX Platform comes in:

Its AI-based platform works with just about any kind of input of any quality to efficiently produce digital documents that are accurate and integrated into any system at speed and with scale.

Platform Overview

IDX Platform

IDX leverages key technologies such as AI, ML, NLP and Computer Vision to further validate, verify and analyse processed data, for specific use cases and opportunities. IDX is industry agnostic and can help in digitising and automating any document-intensive process. 

It hosts a library of pre-trained AI models for common use cases. With IDX, the integrations within your systems are tightly coupled through powerful APIs. These APIs augment IDX as modular and allow easy integration with downstream systems.

Simply put, the IDX platform brings together the best of the world capabilities of processing, extraction, validation and verification and is format agnostic.

Product Highlights

Accuracy

The platform derives its accuracy from the base models which are trained on the scores of documents of each format. This accuracy of the platform will compound through extensive pre-processing and enhanced input quality.

Efficiency

By operationalising IDX in the system, the throughput increases greatly as the operation overheads reduce by over 50%

Speed and Scale

IDX Platform is built on a cloud-native, multi-tenant architecture that offers speed and scale, while ensuring security and protection of customer data.

Integration

IDX provides seamless integration capabilities using powerful APIs which easily pair with upstream or downstream systems. IDX also offers to normalise the output according to the data schema required by the customer.

Human in Loop

The IDX Platform transforms the Operational Team into a Smart Processing Team by enabling it to handle exceptions and thus significantly reduce the turnaround time and improve the productivity of the team.

Functional Capabilities

Doc Sources

  • Internal
  • External
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Input Types

  • Semi-structured
  • Unstructured
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Formats

  • Word
  • Excel
  • PDF
  • Images
  • Text

1. Classification

classification
  • Image-based
  • Text-based
  • Rule-based

2. Extraction

extra
  • Domain-trained NER
  • Pipeline of NLUs
  • Multi-mode OCR
  • ML models, layered on top of OCR

3. Normalisation

narmalisation
  • Input Models
  • Rules and AI-based output model
  • Semantic maps

4. Validation

validation
  • Rule-based
  • External Data

5. Enrichment

enrichment
  • Data Enrichment via connections
  • APIs

6. Verification

verification
  • Human in loop to triage and make decisions on exceptions, errors and approvals

7. Integration

integration-2
  • Integrate structured output to target system (e.g: Underwriting)

1. Classification

classification
  • Image-based
  • Text-based
  • Rule-based

2. Extraction

extra
  • Domain-trained NER
  • Pipeline of NLUs
  • Multi-mode OCR
  • ML models, layered on top of OCR

3. Normalisation

narmalisation
  • Input Models
  • Rules and AI-based output model
  • Semantic maps

4. Validation

validation
  • Rule-based
  • External Data

5. Enrichment

enrichment
  • Data Enrichment via connections
  • APIs

6. Verification

verification
  • Human in loop to triage and make decisions on exceptions, errors and approvals

7. Integration

integration-2
  • Integrate structured output to target system (e.g: Underwriting)

Output Types: JSON/CSV

Product Features

Product Highlights

Classification

IDX provides an AI model-based Classification, which means that it can identify various document types from the uploaded files, even if uploaded as part of a single PDF or TIFF file. It splits the uploaded file into different document types, thus overcoming the practical challenges of ordering and sorting pages in the scanned file, prior to any further processing.

Extracts

Extracts

The platform then contextually Extracts data at the field, entity, checkbox, table and section levels and easily responds to variations from incoming documents. This sets it apart from traditional OCR tools in the market that are more position-based.

Normalise

Normalise

IDX provides post-extraction capabilities to Normalise the output of client-specific schema requirements, so all the extracted data can be translated into a standard set of fields. IDX can Validate against configurable business rules to identify discrepancies or exceptions from the extracted data within or across documents. It provides Enrichment opportunities to integrate with third-party data sources, while addressing data coverage and data quality issues from the submitted documents.

Into the loop

Into the loop

An operational user can be brought into the loop with an intuitive point and click user interface to handle exceptions where the extraction falls off the STP flow. The user validation also serves as a feedback loop, and the machine learning model is retrained based on user inputs, to improve accuracy over time.

Seamless pluggability

Seamless pluggability

IDX is modular and its API-driven design allows seamless pluggability to upstream and downstream business processes. The transformed data can be consumed in various formats like JSON or a CSV file.

To know more about our IDX Platform

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