---
title: What is Semantic Intelligence and Semantic Automation?
description: Semantic automation aims to integrate semantic understanding across automation platforms and enable bots to operate more accurately. Learn top benefits.
image: https://blog.vsoftconsulting.com/hubfs/semantic-intelligence-automation.jpg
---

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✕

- What We Do
  
  ###### ENTERPRISE INTELLIGENCE
  
    - [AI & Process Intelligence](https://www.vsoftconsulting.com/expertise/ai-process-intelligence/)
    - [Forward Deployed Engineering](https://www.vsoftconsulting.com/expertise/forward-deployed-engineering/)
    - [Data & Analytics](https://www.vsoftconsulting.com/expertise/data-analytics/)
    - [Enterprise Integrations](https://www.vsoftconsulting.com/expertise/enterprise-integrations/)

  ###### OPERATIONAL ORCHESTRATION
  
    - [ServiceNow Ecosystem](https://www.vsoftconsulting.com/expertise/servicenow/)
    - [Salesforce Solutions](https://www.vsoftconsulting.com/expertise/salesforce/)
    - [App Engineering](https://www.vsoftconsulting.com/expertise/application-engineering/)

  ###### RESILIENT INFRASTRUCTURE
  
    - [Enterprise Connectivity](https://www.vsoftconsulting.com/expertise/enterprise-connectivity/)
    - [Electronic Security & AV](https://www.vsoftconsulting.com/expertise/electronic-security-av/)
    - [Managed IT Systems](https://www.vsoftconsulting.com/expertise/managed-it-systems/)

  ###### TALENT & CAPACITY
  
    - [Managed Talent Pods](https://www.vsoftconsulting.com/expertise/managed-talent-pods/)
    - [Specialized Tech Staffing](https://www.vsoftconsulting.com/expertise/specialized-tech-staffing/)
    - [Workforce Advisory](https://www.vsoftconsulting.com/expertise/workforce-advisory/)
- Who We Are
  
  ###### Company
  
    - [About](https://www.vsoftconsulting.com/about/)
    - [Diversity](https://www.vsoftconsulting.com/diversity/)
    - [News](https://www.vsoftconsulting.com/v-soft-consulting-acquires-logisolve/)
    - [Partnerships](https://www.vsoftconsulting.com/partnerships/)
    - President’s corner
    - [Locations](https://www.vsoftconsulting.com/locations/)
    - [Careers](https://www.vsoftconsulting.com/careers/)
    - [Contact Us](https://www.vsoftconsulting.com/contact/)

  ###### Locations
  
    - [Louisville, KY](https://www.vsoftconsulting.com/louisville/)
    - [Denver, Co](https://www.vsoftconsulting.com/denver/)
    - [Chicago, IL](https://www.vsoftconsulting.com/chicago/)
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    - [Hyderabad, IN](https://www.vsoftconsulting.com/hyderabad/)
    - [Noida, IN](https://www.vsoftconsulting.com/noida/)
- Technologies
  
  ###### Technologies
  
    - [Salesforce](https://www.vsoftconsulting.com/expertise/salesforce/)
    - [ServiceNow](https://www.vsoftconsulting.com/expertise/servicenow/)
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    - [UiPath](https://www.vsoftconsulting.com/technologies/uipath/)
    - [Blue Prism](https://www.vsoftconsulting.com/technologies/blueprism/)
- More
  
  ###### Resources
  
    - [Blogs](https://blog.vsoftconsulting.com/blog)
    - [Press Releases](https://www.vsoftconsulting.com/v-soft-consulting-acquires-logisolve/)
    - [Knowledgebase](https://www.vsoftconsulting.com/knowledgebase/)

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# What is Semantic Intelligence and Semantic Automation?

May 28, 2024

 *Srishty Sharon Malviya*

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Robotic Process Automation (RPA) used with artificial intelligence capabilities (known as intelligent automation), has been successfully adopted by businesses across sectors. The delegation of many labor-intensive, rules-based tasks to software bots has allowed businesses to stay competitive and efficient and increase revenue. While intelligent automation is a step above traditional automation, **semantic automation capabilities take automation to the next level.**

Intelligent automation relies heavily on machine learning (ML) algorithms to train RPA bots to perform simple and repetitive tasks that would otherwise require human labor but doesn’t necessarily involve human *understanding.* For RPA bots to truly understand the world they work in, would require a huge amount of data and continuous maintenance which may not be feasible in most scenarios. Moreover, the fact that data bias has been found many ML models raises concern when applying them to tasks such as processing claims and legal documents. Companies are now looking at adding *cognitive* abilities to AI by emulating *human logic* instead of relying on just large data sets.

## What is Semantic Artificial Intelligence?

The study of using semantics to augment cognitive capabilities of computer programs has been around for decades but its potential has been realized only very recently. The concept refers to the analysis of the meanings of words and the logical relationships between them. With semantic artificial intelligence, algorithms can be trained to mimic human logic for deriving meaning from data. Unlike traditional artificial intelligence, semantic AI relies heavily on other components such as [knowledge graphs](https://blog.vsoftconsulting.com/blog/can-knowledge-graphs-improve-business-efficiency) and natural language processing (NLP).

**Knowledge Graphs –** Knowledge Graphs are collections of interlinked descriptions of concepts, entities, relationships, and events. Using semantic metadata and linking, [Knowledge Graphs add context to data](https://blog.vsoftconsulting.com/blog/how-to-build-a-knowledge-graph) making them "understandable" to computer programs.

**Natural Language Processing** – NLP is the branch of computer science or AI to be more specific, that enables computers to read, analyze, and derive meaning from human language. Software programs [leverage NLP](https://blog.vsoftconsulting.com/blog/the-robotic-future-of-artificial-intelligence-and-natural-language-processing-nlp) to understand and manipulate text and speech in natural language.

## What is Semantic Automation?

Semantic automation aims to integrate semantic understanding across automation platforms enabling bots to work with documents and interfaces like humans do, with a greater degree of understanding. With semantic capabilities, bots can understand the overall business context rather than seeing just the layout and construct of the documents or application screens. For instance, instead of just extracting data from specific fields, bots can understand the distinctions between unstructured documents. Furthermore, bots can work with different applications without requiring them to have a consistent user interface. As businesses adopt [hyperautomation,](https://blog.vsoftconsulting.com/blog/how-hyperautomation-is-transforming-businesses) semantic automation provides a more comprehensive understanding of documents, processes, and interfaces enabling the automation of many processes.

## Benefits of Semantic Automation

### Increased Speed

It can take a long time to manually create connections between documents, data, apps, and processes. Semantic automation can minimize the number of steps in a workflow that requires coding.

### Adaptability

Semantic automation can endure application changes, even those that would typically cause an automation to fail. Bots can continue to function and adapt to the changed condition of the app, manually establishing connections between processes, documents, and data.

### Ease of Use

With semantic automation, business users with little knowledge of automation technology can leverage it to build automation and perform tasks faster.

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Implementation](https://blog.vsoftconsulting.com/blog/topic/rpa-implementation) [HR Automation Software](https://blog.vsoftconsulting.com/blog/topic/hr-automation-software) [Mobile App development](https://blog.vsoftconsulting.com/blog/topic/mobile-app-development) [Security](https://blog.vsoftconsulting.com/blog/topic/security) [ServiceNow GRC](https://blog.vsoftconsulting.com/blog/topic/servicenow-grc) [ServiceNow ITOM](https://blog.vsoftconsulting.com/blog/topic/servicenow-itom) [Data Management](https://blog.vsoftconsulting.com/blog/topic/data-management) [IT Solutions](https://blog.vsoftconsulting.com/blog/topic/it-solutions) [ServiceNow Integration](https://blog.vsoftconsulting.com/blog/topic/servicenow-integration) [knowledge18](https://blog.vsoftconsulting.com/blog/topic/knowledge18) [Apps](https://blog.vsoftconsulting.com/blog/topic/apps) [Customer Service](https://blog.vsoftconsulting.com/blog/topic/customer-service) [Enterprise Mobile 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chatbots](https://blog.vsoftconsulting.com/blog/topic/ai-chatbots) [Awards](https://blog.vsoftconsulting.com/blog/topic/awards) [GRC](https://blog.vsoftconsulting.com/blog/topic/grc) [HR Onboarding Automation](https://blog.vsoftconsulting.com/blog/topic/hr-onboarding-automation) [IT Jobs](https://blog.vsoftconsulting.com/blog/topic/it-jobs) [IT Service Management](https://blog.vsoftconsulting.com/blog/topic/it-service-management) [Information Technology](https://blog.vsoftconsulting.com/blog/topic/information-technology) [Internet of Things](https://blog.vsoftconsulting.com/blog/topic/internet-of-things) [Performance Analytics](https://blog.vsoftconsulting.com/blog/topic/performance-analytics) [ServiceNow PA](https://blog.vsoftconsulting.com/blog/topic/servicenow-pa) [ServiceNow SecOps](https://blog.vsoftconsulting.com/blog/topic/servicenow-secops) [ServiceNow Update](https://blog.vsoftconsulting.com/blog/topic/servicenow-update) [Software Developer](https://blog.vsoftconsulting.com/blog/topic/software-developer) [V-Soft Family](https://blog.vsoftconsulting.com/blog/topic/v-soft-family) [servicenow implmentation](https://blog.vsoftconsulting.com/blog/topic/servicenow-implmentation) [API Testing](https://blog.vsoftconsulting.com/blog/topic/api-testing) [AWS Mobile Solutions](https://blog.vsoftconsulting.com/blog/topic/aws-mobile-solutions) [Automation Software](https://blog.vsoftconsulting.com/blog/topic/automation-software) [Business Intelligence](https://blog.vsoftconsulting.com/blog/topic/business-intelligence) [Chatbotdevelopment](https://blog.vsoftconsulting.com/blog/topic/chatbotdevelopment) [Cloud Management](https://blog.vsoftconsulting.com/blog/topic/cloud-management) [Cloud migration](https://blog.vsoftconsulting.com/blog/topic/cloud-migration) [Computer](https://blog.vsoftconsulting.com/blog/topic/computer) [Continious Integration](https://blog.vsoftconsulting.com/blog/topic/continious-integration) [Covid-19](https://blog.vsoftconsulting.com/blog/topic/covid-19) [Custom Application Development](https://blog.vsoftconsulting.com/blog/topic/custom-application-development) [Cybersecurity Threat Intelligence](https://blog.vsoftconsulting.com/blog/topic/cybersecurity-threat-intelligence) [Deep Learning](https://blog.vsoftconsulting.com/blog/topic/deep-learning) [Employer](https://blog.vsoftconsulting.com/blog/topic/employer) [Golf Scramble](https://blog.vsoftconsulting.com/blog/topic/golf-scramble) [HR](https://blog.vsoftconsulting.com/blog/topic/hr) [Health Care Industry](https://blog.vsoftconsulting.com/blog/topic/health-care-industry) [Higher Education](https://blog.vsoftconsulting.com/blog/topic/higher-education) [IT Job Seekers](https://blog.vsoftconsulting.com/blog/topic/it-job-seekers) [IT in Healthcare](https://blog.vsoftconsulting.com/blog/topic/it-in-healthcare) [ITOM](https://blog.vsoftconsulting.com/blog/topic/itom) [Knowledge17](https://blog.vsoftconsulting.com/blog/topic/knowledge17) [Knowledge19](https://blog.vsoftconsulting.com/blog/topic/knowledge19) [Mule 4](https://blog.vsoftconsulting.com/blog/topic/mule-4) [NLP](https://blog.vsoftconsulting.com/blog/topic/nlp) [Process Mining](https://blog.vsoftconsulting.com/blog/topic/process-mining) [Selenium](https://blog.vsoftconsulting.com/blog/topic/selenium) [Selenium Testing Tool](https://blog.vsoftconsulting.com/blog/topic/selenium-testing-tool) [ServiceNow Madrid](https://blog.vsoftconsulting.com/blog/topic/servicenow-madrid) [ServiceNow Security](https://blog.vsoftconsulting.com/blog/topic/servicenow-security) [Tech Company](https://blog.vsoftconsulting.com/blog/topic/tech-company) [Tech Trends](https://blog.vsoftconsulting.com/blog/topic/tech-trends) [Technology in Healthcare](https://blog.vsoftconsulting.com/blog/topic/technology-in-healthcare) [data](https://blog.vsoftconsulting.com/blog/topic/data) [AI Operations](https://blog.vsoftconsulting.com/blog/topic/ai-operations) [AI for Manufacturing](https://blog.vsoftconsulting.com/blog/topic/ai-for-manufacturing) [AI for business](https://blog.vsoftconsulting.com/blog/topic/ai-for-business) [AI in Healthcare](https://blog.vsoftconsulting.com/blog/topic/ai-in-healthcare) [AI in Oil and Gas](https://blog.vsoftconsulting.com/blog/topic/ai-in-oil-and-gas) [AI innovations](https://blog.vsoftconsulting.com/blog/topic/ai-innovations) [Augmented Reality](https://blog.vsoftconsulting.com/blog/topic/augmented-reality) [Automation By Any Means](https://blog.vsoftconsulting.com/blog/topic/automation-by-any-means) [Big Data Analytics](https://blog.vsoftconsulting.com/blog/topic/big-data-analytics) [Blockchain](https://blog.vsoftconsulting.com/blog/topic/blockchain) [Blog](https://blog.vsoftconsulting.com/blog/topic/blog) [Cloud Connectivity](https://blog.vsoftconsulting.com/blog/topic/cloud-connectivity) [Data Governance](https://blog.vsoftconsulting.com/blog/topic/data-governance) [Dell Boomi](https://blog.vsoftconsulting.com/blog/topic/dell-boomi) [Digital workplace](https://blog.vsoftconsulting.com/blog/topic/digital-workplace) [Enterprise Chatbots](https://blog.vsoftconsulting.com/blog/topic/enterprise-chatbots) [Enterprise Mobility](https://blog.vsoftconsulting.com/blog/topic/enterprise-mobility) [Event Apps](https://blog.vsoftconsulting.com/blog/topic/event-apps) [Finance And Accounting](https://blog.vsoftconsulting.com/blog/topic/finance-and-accounting) [Financial Services](https://blog.vsoftconsulting.com/blog/topic/financial-services) [HR Service Delivery](https://blog.vsoftconsulting.com/blog/topic/hr-service-delivery) [Human Resources](https://blog.vsoftconsulting.com/blog/topic/human-resources) [Hybrid Cloud Computing](https://blog.vsoftconsulting.com/blog/topic/hybrid-cloud-computing) [Hyper Automation](https://blog.vsoftconsulting.com/blog/topic/hyper-automation) [IT Cost reduction](https://blog.vsoftconsulting.com/blog/topic/it-cost-reduction) [ITSM Implementation](https://blog.vsoftconsulting.com/blog/topic/itsm-implementation) [Insurance](https://blog.vsoftconsulting.com/blog/topic/insurance) [IoT application](https://blog.vsoftconsulting.com/blog/topic/iot-application) [IoT transformation](https://blog.vsoftconsulting.com/blog/topic/iot-transformation) [Knowledge16](https://blog.vsoftconsulting.com/blog/topic/knowledge16) [Legacy Modernization](https://blog.vsoftconsulting.com/blog/topic/legacy-modernization) [Metaverse](https://blog.vsoftconsulting.com/blog/topic/metaverse) [Microsoft](https://blog.vsoftconsulting.com/blog/topic/microsoft) [Mule 3](https://blog.vsoftconsulting.com/blog/topic/mule-3) [Project Management](https://blog.vsoftconsulting.com/blog/topic/project-management) [Quality Assurance](https://blog.vsoftconsulting.com/blog/topic/quality-assurance) [Ransomware](https://blog.vsoftconsulting.com/blog/topic/ransomware) [Retail Industry](https://blog.vsoftconsulting.com/blog/topic/retail-industry) [ServiceNow ITSM integration](https://blog.vsoftconsulting.com/blog/topic/servicenow-itsm-integration) [ServiceNow London](https://blog.vsoftconsulting.com/blog/topic/servicenow-london) [ServiceNow Mobile app](https://blog.vsoftconsulting.com/blog/topic/servicenow-mobile-app) [Staffing Company](https://blog.vsoftconsulting.com/blog/topic/staffing-company) [Test Automation](https://blog.vsoftconsulting.com/blog/topic/test-automation) [Testing](https://blog.vsoftconsulting.com/blog/topic/testing) [Thermal Cameras](https://blog.vsoftconsulting.com/blog/topic/thermal-cameras) [UiPath](https://blog.vsoftconsulting.com/blog/topic/uipath) [AI for Restaurants](https://blog.vsoftconsulting.com/blog/topic/ai-for-restaurants) [AI in Office Automation](https://blog.vsoftconsulting.com/blog/topic/ai-in-office-automation) [AWS Cloud Adoption Framework](https://blog.vsoftconsulting.com/blog/topic/aws-cloud-adoption-framework) [AWS DynamoDB](https://blog.vsoftconsulting.com/blog/topic/aws-dynamodb) [AWS Lambda](https://blog.vsoftconsulting.com/blog/topic/aws-lambda) [Agent Intelligence](https://blog.vsoftconsulting.com/blog/topic/agent-intelligence) [Azure](https://blog.vsoftconsulting.com/blog/topic/azure) [BYOD](https://blog.vsoftconsulting.com/blog/topic/byod) [Back to Work Strategy](https://blog.vsoftconsulting.com/blog/topic/back-to-work-strategy) [Business IT Solutions](https://blog.vsoftconsulting.com/blog/topic/business-it-solutions) [Business Mobile Applications](https://blog.vsoftconsulting.com/blog/topic/business-mobile-applications) [Business Processes Automation](https://blog.vsoftconsulting.com/blog/topic/business-processes-automation) [CRM](https://blog.vsoftconsulting.com/blog/topic/crm) [Chatbot Development](https://blog.vsoftconsulting.com/blog/topic/chatbot-development) [Cloud Optimization](https://blog.vsoftconsulting.com/blog/topic/cloud-optimization) [Data Integration](https://blog.vsoftconsulting.com/blog/topic/data-integration) [Data Visualization](https://blog.vsoftconsulting.com/blog/topic/data-visualization) [Data and Analytics](https://blog.vsoftconsulting.com/blog/topic/data-and-analytics) [Data visualization and Analytics](https://blog.vsoftconsulting.com/blog/topic/data-visualization-and-analytics) [Denver](https://blog.vsoftconsulting.com/blog/topic/denver) [DevOps](https://blog.vsoftconsulting.com/blog/topic/devops) [Digital Business](https://blog.vsoftconsulting.com/blog/topic/digital-business) [Disaster Management](https://blog.vsoftconsulting.com/blog/topic/disaster-management) [Field Service Automation](https://blog.vsoftconsulting.com/blog/topic/field-service-automation) [Field Service Management](https://blog.vsoftconsulting.com/blog/topic/field-service-management) [GSA](https://blog.vsoftconsulting.com/blog/topic/gsa) [Government](https://blog.vsoftconsulting.com/blog/topic/government) [Government 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in Manufacturing](https://blog.vsoftconsulting.com/blog/topic/iot-in-manufacturing) [Legacy Migration](https://blog.vsoftconsulting.com/blog/topic/legacy-migration) [Mist](https://blog.vsoftconsulting.com/blog/topic/mist) [Mobile App Testing](https://blog.vsoftconsulting.com/blog/topic/mobile-app-testing) [Mobile Web](https://blog.vsoftconsulting.com/blog/topic/mobile-web) [Native Applications](https://blog.vsoftconsulting.com/blog/topic/native-applications) [News](https://blog.vsoftconsulting.com/blog/topic/news) [Oil and Gas Industry](https://blog.vsoftconsulting.com/blog/topic/oil-and-gas-industry) [Onboarding](https://blog.vsoftconsulting.com/blog/topic/onboarding) [Onboarding Automation](https://blog.vsoftconsulting.com/blog/topic/onboarding-automation) [PPM](https://blog.vsoftconsulting.com/blog/topic/ppm) [Parsec ServiceNow](https://blog.vsoftconsulting.com/blog/topic/parsec-servicenow) [Progressive Web Apps](https://blog.vsoftconsulting.com/blog/topic/progressive-web-apps) [Quebec Release New features](https://blog.vsoftconsulting.com/blog/topic/quebec-release-new-features) [RCDD](https://blog.vsoftconsulting.com/blog/topic/rcdd) [RESTAPI](https://blog.vsoftconsulting.com/blog/topic/restapi) [RPA Provider](https://blog.vsoftconsulting.com/blog/topic/rpa-provider) [RPA in Finance and accounting](https://blog.vsoftconsulting.com/blog/topic/rpa-in-finance-and-accounting) [RPA vendor](https://blog.vsoftconsulting.com/blog/topic/rpa-vendor) [Recruiting](https://blog.vsoftconsulting.com/blog/topic/recruiting) [SaaS Cloud Platform](https://blog.vsoftconsulting.com/blog/topic/saas-cloud-platform) [ServiceNow AI search](https://blog.vsoftconsulting.com/blog/topic/servicenow-ai-search) [ServiceNow AIOps](https://blog.vsoftconsulting.com/blog/topic/servicenow-aiops) [ServiceNow ITAM](https://blog.vsoftconsulting.com/blog/topic/servicenow-itam) [ServiceNow ITBM](https://blog.vsoftconsulting.com/blog/topic/servicenow-itbm) [ServiceNow Implementation Services](https://blog.vsoftconsulting.com/blog/topic/servicenow-implementation-services) [ServiceNow IntegrationHub](https://blog.vsoftconsulting.com/blog/topic/servicenow-integrationhub) [ServiceNow Performance Analytics](https://blog.vsoftconsulting.com/blog/topic/servicenow-performance-analytics)

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