Context ai solutions

Executive Summary

Context is a fully integrated AI-powered platform that offers the best of breed solutions—Take the complexity out of AI! Context gives organizations control over their data, and analytically empowers their workforces, so anyone can work with AI without having to understand code.

Designed for everyone

1-Document AI parsers

Parsers are specialized machine learning algorithms that have been productized for specific kinds of documents, like bank statements, invoices, etc. Out-of-the-box, Context has integrated parsers developed by Google, based on their years of experience in the field. Document AI provides support for general document parsers, industry-specific parsers (e.g., 1040, W2), or custom parsers we train specifically against customer needs. Aretec offers specific services to accelerate parser training and deployment for custom use cases.

2-Video Intelligence / Vision AI / Speech-to- Text

Context’s out-of-box Video, Vision, and Speech processing capabilities allow users to derive insights using pre-trained models. Object detection, audio transcription, labeling, and classification are some of the insights gained by users out of the box. This is also an area where Aretec can custom-develop models based on customer use cases.

3-Enterprise Knowledge Graph

This exciting feature helps in entity enrichment, entity linkages and normalization of the extracted data from the documents. Our proprietary software allows organizations to leverage out-of-the-box knowledge graphs or build their own knowledge graphs based on their understanding of linkages between data sets.

4-Human in the Loop (HITL)

HITL is an assistive tool that allows customers to introduce human reviewers in the digitization process where necessary, verifying and validating document metadata extracted by Document AI. It also allows for in-line updating of the captured metadata or suggestions for fields that might have been missed while continuously training underlying models to increase the accuracy of future predictions. Reviewers may accept or reject documents based on confidence/accuracy scores, triggering further activities in the document processing workflow.

5-Data Warehouse

As part of the extraction, Context inserts the document metadata inserted into a Data Warehouse where it can be enriched with other sources and aligned with data governance initiatives. Once in the data warehouse, organizations can to run machine learning models using an easy SQL-like syntax to uncover deeper insights and predictions from the data.

6-Search

Our advanced search feature allows users to search for keywords and values throughout their datasets, whether structured or unstructured.

Context is a fully integrated AI-powered platform that offers the best of breed solutions—Take the complexity out of AI! Context gives organizations control over their data, and analytically empowers their workforces, so anyone can work with AI without having to understand code.

Context AI Solutions

Context is a fully integrated AI-powered platform that offers the best of breed solutions—Take the complexity out of AI! Context gives organizations control over their data, and analytically empowers their workforces, so anyone can work with AI without having to understand code.

Context AI Solutions

Designed for everyone

1-Document AI parsers

Parsers are specialized machine learning algorithms that have been productized for specific kinds of documents, like bank statements, invoices, etc. Out-of-the-box, Context has integrated parsers developed by Google, based on their years of experience in the field. Document AI provides support for general document parsers, industry-specific parsers (e.g., 1040, W2), or custom parsers we train specifically against customer needs. Aretec offers specific services to accelerate parser training and deployment for custom use cases.

2-Video Intelligence / Vision AI / Speech-to- Text

Context’s out-of-box Video, Vision, and Speech processing capabilities allow users to derive insights using pre-trained models. Object detection, audio transcription, labeling, and classification are some of the insights gained by users out of the box. This is also an area where Aretec can custom-develop models based on customer use cases.

3-Enterprise Knowledge Graph

This exciting feature helps in entity enrichment, entity linkages and normalization of the extracted data from the documents. Our proprietary software allows organizations to leverage out-of-the-box knowledge graphs or build their own knowledge graphs based on their understanding of linkages between data sets.

4-Human in the Loop (HITL)

HITL is an assistive tool that allows customers to introduce human reviewers in the digitization process where necessary, verifying and validating document metadata extracted by Document AI. It also allows for in-line updating of the captured metadata or suggestions for fields that might have been missed while continuously training underlying models to increase the accuracy of future predictions. Reviewers may accept or reject documents based on confidence/accuracy scores, triggering further activities in the document processing workflow.

5-Data Warehouse

As part of the extraction, Context inserts the document metadata inserted into a Data Warehouse where it can be enriched with other sources and aligned with data governance initiatives. Once in the data warehouse, organizations can to run machine learning models using an easy SQL-like syntax to uncover deeper insights and predictions from the data.

6-Search

Our advanced search feature allows users to search for keywords and values throughout their datasets, whether structured or unstructured.

Context is a fully integrated AI-powered platform that offers the best of breed solutions—Take the complexity out of AI! Context gives organizations control over their data, and analytically empowers their workforces, so anyone can work with AI without having to understand code.

0 0 votes
Article Rating
Subscribe
Notify of
guest
3 Comments
Oldest
Newest Most Voted
Inline Feedbacks
View all comments
trackback

[…] 05 Nov 2021 AI SOLUTIONS ContextAPP AI Solutions […]

trackback

[…] is primarily catered towards Data Scientists, Business Users and Data Analysts but can be used by anyone that wants to pull together disparate, unstructured, “dark” data in a […]

trackback

[…] is primarily catered towards Data Scientists, Business Users and Data Analysts but can be used by anyone that wants to pull together disparate, unstructured, “dark” data in a […]

3
0
Would love your thoughts, please comment.x
()
x