Skip to content
The Agentic AIOps Tour (In-person enterprise event)REGISTER NOW
IDC MarketScape · Worldwide AIOps 2026 - Digitate Named a Leader in AIOpsDOWNLOAD NOW
Webinar: ACI worldwide showing operational resilience for digital paymentsWATCH NOW
Enterprise AI & Automation Software Solutions - Digitate
Main Menu
  • Products
      ignio Products
      network_intel_node
      AIOps
      Observe & resolve
      IT Event Management
      Resolve events & incident management at scale
      Cloud Cost Optimization
      Reduce cloud spend with intelligent analysis
      Business Health Monitoring
      Real-time business KPI tracking & alerting
      Observe
      Full-stack observability & anomaly detection
      avg_pace ️
      Workload Management
      SLA predictions
      Business SLA Prediction
      Predict and prevent SLA breaches proactively
      settings ️
      ERPOps
      SAP integration
      IDoc Management for SAP
      Automate SAP IDoc error resolution end-to-end
      devices ️
      Digital Workspace
      Employee ops
      Platform
      ignio™ Platform
      SaaS-based autonomous operations platform combining observability and AIOps to solve enterprise challenges.
      Platform Overview →
      AI Agents
      auto_awesome
      AI Agents
      ignio AI Agents for autonomous enterprise
      AI Agent for IT Event Management
      AI Agent for Incident Resolution
      AI Agent for Cloud Cost Optimization
      AI Agent for Proactive Problem Management
      AI Agent for Business SLA Predictions
      IDC MarketScape 2026

      Digitate Named a Leader in AIOps — Worldwide

      🏆
      An IDC MarketScape Leader Worldwide 2026

      Discover why IDC recognized Digitate as a Leader in AIOps. Get the full analyst report and see how ignio™ delivers unified observability & autonomous operations.

      Download Report →
  • Industries
      Industries
      account_balance
      BFSI
      BFSI AI Operations
      shopping_bag_speed ️
      Retail
      Supply chain intelligence
      travel
      Travel & Hospitality
      Enhance travel and hospitality
      health_metrics
      Healthcare & Life Sciences
      Intelligent health ops
      grocery
      Consumer Packaged Goods
      Drive smarter CPG value chains
      manufacturing
      Manufacturing
      Quality and compliance management

      Digitate Named a G2 Leader in Enterprise Grid® Report for AIOps Platforms

  • Resources
      Resources
      analytics
      Analyst Reports
      Discover top industry analysts report
      live_tv
      Webinars & Events
      On-demand sessions
      podcasts
      Podcasts
      Explore our upcoming and recorded podcast
      finance
      ROI
      Forrester Total Economic Impact™ study
      donut_small
      Infographics
      Discover the capabilities of ignio™’s AI solutions
      rss_feed
      Blogs
      Insights & thought leadership
      file_copy
      Case Studies
      Customer success stories
      article
      White Papers and POV
      Research & analysis
      book_2
      e-Books
      eBooks provide insights into intelligent automation
      menu_book ️
      Reference Guides
      Guides cover AIOps and SAP automation

      Agentic AI and the Future of Enterprise IT

      Explore more
  • Support
      Support & Services
      support_agent
      Services and Support
      Discover Digitate Service
      menu_book ️
      Documentation
      Product & developer guides
      diversity_2
      Community
      Connect, Share, & Exchange
      request_quote
      Pricing
      ignio capability based pricing
      security ️
      Trust Center
      Digitate policies on security, privacy, and licensing
      Agreements
      Global Compliance
      Security and Privacy

      Digitate Delivers Unmatched Value By Streamlining ITOps

      Explore more
  • Company
      Company
      globe_asia
      Leadership
      Our story & meet the executive team
      newspaper
      Newsroom & Press
      Announcements & media
      school
      Academy
      Evolve your skills and get certified
      contact_mail
      Contact Us
      Get in touch or request a demo
      handshake ️
      Partners
      Alliances & ecosystem
      Channel Partner
      Technology Partner
      Integration
      Marketplace

      Digitate Recognized as Solutions Partner from Microsoft

      Explore more
Request a Demo
Request a Demo
Enterprise AI & Automation Software Solutions - Digitate
article Blog

Controlling Unconscious Bias Towards Suppliers

By Anish Chaugule
  • Product Insights
🕒 5 min read
6143f-blogimage

Creating equal opportunity for everyone in the business world, regardless of their race, religion, gender, nationality, or other characteristic, isn’t simply a matter of eliminating intentional discrimination. There remains unconscious bias, defined as unfairly favoring or discriminating against certain groups based on “subconscious, deeply ingrained biases, stereotypes, and attitudes formed from our inherent human cognition, experiences, upbringing, and environment.” 

This unconscious or implicit bias is harder to spot, and therefore to remove, than outright prejudice – in part because people usually aren’t aware of it, in themselves or others. Yet it can crop up anywhere in an organization, keeping generations-old stereotypes in place and unfairly holding back some people while advantaging others.  

This is true even in the case of procurement processes. One of the most common problems that procurement professionals and organizations face is an unconscious bias towards certain suppliers, which can end up disadvantaging those not in favored groups.  

Here are some ways unconscious bias can slip into the supplier selection process:  

  • You or a colleague may have worked with a specific supplier before. 
  • You have heard a supplier’s name before and are familiar with them. 
  • Existing vendors, customers, or partners may have recommended suppliers from their network to you. 
  • Your requestor may have demanded a particular supplier. 
  • You may have a desire or a need to buy a specific product from a particular supplier. 

The supplier selection process is primarily governed by purchase history. Procurement professionals usually check the last supplier they ordered from and complete transactions. In some mature processes factors such as lowest price, early delivery, sustainable impact, financial stability etc. are looked independently to make one off decisions. Buyers completely ignore looking into multiple parameters together and choose suppliers on the backdrop of tacit knowledge they acquire over a period of time!  

The Impact on Business 

This unconscious bias while selecting suppliers can have serious implications for business:  

  1. Due to the bias towards a subset of suppliers, organizations tend not to use all their supplier bases, overlooking worthy options. 
  2. Organizations may also fail to leverage their transacted suppliers efficiently for better price leading to higher priced purchases.  
  3. Working with only a few suppliers mean they may not have the capacity to fill high-volume orders, which may lead to delay delivery. 
  4. Choosing from a small pool of suppliers may limit availability, so buyers may end up with lower-quality goods or services. 
  5. Some suppliers may take advantage of this bias and increase prices arbitrarily. This leads to spending leakage and increases in costs. 
  6. Selecting incorrect suppliers could lead to missed opportunities. Suppliers tend to get limited access to RFQ events and reduced opportunities to work. 

It is crucial that organizations understand and realize that even without conscious bigotry, unconscious bias does exist and can impact the business – and it needs to be addressed. True, eliminating unconscious bias completely isn’t possible, since the procurement process is dependent on people – and people have personal preferences or built-in assumptions that can’t always be brought to light. However, while it cannot be removed entirely, it indeed can be controlled. 

How to Control Unconscious Bias 

The first and most important step towards controlling the bias is accepting and understanding that it exists. An organization that wants to control implicit bias needs to know why it is happening and embrace the mindset of identifying them so that it can be controlled. Next, the organization should examine practices and policies, set up evaluation criteria for suppliers, or invest in systems that can help understand the bias better. 

Here are some actions that can help an organization control the unconscious bias towards suppliers: 

     1.Gather Facts 

Find out how and where exactly the unconscious bias is happening within the procure-to-pay cycle and gather facts. Data-driven decisions always have more weight than relying simply on gut, speculation, or perception. With the correct data, organizations can find out if the bias towards some suppliers leads to spending leakage, fraud, or violating policies. 

      2. Embrace Supplier Diversity 

It is always beneficial to embrace the business strategy of creating a diverse supplier base. Having a broad supplier base will allow the organization to float tenders more widely and get better quotes, thus reducing unconscious bias. 

      3. End-to-End Supplier Analysis and Evaluation 

When adding new suppliers to your pool, it’s important to give them a fair and objective evaluation. A clear criterion needs to be defined to evaluate these diverse supplier relationships along with other standard parameters. The approach should also move from using independent factors for supplier selection to having a more combined holistic approach blending multiple factors together. Using data, reliability and confidence scores can be assigned to such suppliers, which eventually helps identify any bias, and corrective actions can be taken to reduce it.  

     4.Creating and Revising Policies 

Evaluating diverse suppliers at regular intervals gives the organization an opportunity to identify gaps within its existing procurement policies. After these gaps are identified, making some tweaks or changes in the policies can help control the unconscious bias. Policies can also be set up to clearly define and differentiate boundaries between conscious and unconscious behavior. 

Need of Procurement Analytics. 

Procurement analytics solutions play a huge role in taking these above actions and controlling unconscious bias. Supplier analysis and continuous monitoring are some actions that can help organizations in becoming conscious of the bias within procurement. 

ignioTM Cognitive Procurement is one such AI-based continuous monitoring solution that can help an organization steer on a path towards becoming conscious about the bias and providing deep insights on how to control it. Give it a try! 

Anish
Author

Anish Chaugule

Product Manager | Digitate

LinkedIn

Recent Blogs

When Peak Business Demand Depends on Information Nobody Sees

September 24, 2026

Correlating Business and IT Events: The Path to Business Process Observability

September 23, 2026

How Pharma IT Teams Can Achieve Continuous GxP Compliance and Audit Readiness

July 28, 2026

Autonomous IT for Travel and Hospitality: Revolutionizing Guest Experiences and Operational Resilience

July 21, 2026

Why Modern Enterprises Still Get Blindsided And How Business Process Observability Changes That

May 31, 2026

Why Autonomous IT Is Becoming Essential for the Modern Industry

May 28, 2026

Get started with Digitate

See ignio in action, talk to our team, or explore how partners grow with Digitate’s Elevate program.
play_circle Request a Demo mail Contact Us handshake Become a Partner

Stay in the loop

Get the latest on AI automation, product updates & industry insights.
Products
  • ignio™ Platform
  • AI Agents
  • AIOps
  • Workload Management
  • ERPOps
  • Digital Workspace
Resources
  • Analyst Reports
  • Blogs
  • Case Studies
  • Podcasts
  • Webinars & Events
  • e-Books
  • White Papers and POV
  • Infographics
Services and Support
  • Service and Support
  • Pricing
  • Documentation
  • Community
  • Trust Center
  • Data Privacy Policy
  • Website Use Terms
  • Cookie Policy Notice
  • Cookies Settings
  • California Notice At Collection
Company
  • About Digitate
  • Partner With Us
  • Newsroom
  • Academy
  • Contact Us
© Tata Consultancy Services Limited, 2025. All rights reserved
calendar_monthLive enterprise event

The Agentic AIOps Tour

An exclusive, in-person look at agentic AI running autonomous IT operations live, across 11 cities worldwide.

Reserve your seat arrow_forward
Products

ignio Products
network_intel_node
AIOps
Observe & resolve
IT Event Management
Resolve events & incident management at scale
Cloud Cost Optimization
Reduce cloud spend with intelligent analysis
Business Health Monitoring
Real-time business KPI tracking & alerting
Observe
Full-stack observability & anomaly detection
avg_pace ️
Workload Management
SLA predictions
Business SLA Prediction
Predict and prevent SLA breaches proactively
settings ️
ERPOps
SAP integration
IDoc Management for SAP
Automate SAP IDoc error resolution end-to-end
devices ️
Digital Workspace
Employee ops
Platform
ignio™ Platform
SaaS-based autonomous operations platform combining observability and AIOps to solve enterprise challenges.
Platform Overview →
AI Agents
auto_awesome
AI Agents
ignio AI Agents for autonomous enterprise
AI Agent for IT Event Management
AI Agent for Incident Resolution
AI Agent for Cloud Cost Optimization
AI Agent for Proactive Problem Management
AI Agent for Business SLA Predictions
IDC MarketScape 2026

Digitate Named a Leader in AIOps — Worldwide

🏆
An IDC MarketScape Leader Worldwide 2026

Discover why IDC recognized Digitate as a Leader in AIOps. Get the full analyst report and see how ignio™ delivers unified observability & autonomous operations.

Download Report →

Industries

Industries
account_balance
BFSI
BFSI AI Operations
shopping_bag_speed ️
Retail
Supply chain intelligence
travel
Travel & Hospitality
Enhance travel and hospitality
health_metrics
Healthcare & Life Sciences
Intelligent health ops
grocery
Consumer Packaged Goods
Drive smarter CPG value chains
manufacturing
Manufacturing
Quality and compliance management

Digitate Named a G2 Leader in Enterprise Grid® Report for AIOps Platforms

Resources

Resources
analytics
Analyst Reports
Discover top industry analysts report
live_tv
Webinars & Events
On-demand sessions
podcasts
Podcasts
Explore our upcoming and recorded podcast
finance
ROI
Forrester Total Economic Impact™ study
donut_small
Infographics
Discover the capabilities of ignio™’s AI solutions
rss_feed
Blogs
Insights & thought leadership
file_copy
Case Studies
Customer success stories
article
White Papers and POV
Research & analysis
book_2
e-Books
eBooks provide insights into intelligent automation
menu_book ️
Reference Guides
Guides cover AIOps and SAP automation

Agentic AI and the Future of Enterprise IT

Explore more

Support

Support & Services
support_agent
Services and Support
Discover Digitate Service
menu_book ️
Documentation
Product & developer guides
diversity_2
Community
Connect, Share, & Exchange
request_quote
Pricing
ignio capability based pricing
security ️
Trust Center
Digitate policies on security, privacy, and licensing
Agreements
Global Compliance
Security and Privacy

Digitate Delivers Unmatched Value By Streamlining ITOps

Explore more

Company

Company
globe_asia
Leadership
Our story & meet the executive team
newspaper
Newsroom & Press
Announcements & media
school
Academy
Evolve your skills and get certified
contact_mail
Contact Us
Get in touch or request a demo
handshake ️
Partners
Alliances & ecosystem
Channel Partner
Technology Partner
Integration
Marketplace

Digitate Recognized as Solutions Partner from Microsoft

Explore more

Search
Request a Demo
Contact Us
Products

What we solve

Digitate’s empowers organizations to transform their operations with intelligence, insights, and actions.​

Platform Overview
Products

ignio AIOps

Redefining IT operations with AI and automation

  • ignio Observe
  • Cloud Visibility and Cost Optimization
  • Business Health Monitoring
  • IT Event Management

ignio AI.Workload Management

Enabling predictable, Agile and Silent batch operations in a closed-loop solution

  • Business SLA Prediction

ignio AI.ERPOps

End-to-end automation for incidents and service requests in SAP

  • IDoc Management for SAP

ignio AI.Digital Workspace

Autonomously detect, triage and remediate endpoint issues

​ignio Cognitive Procurement

AI-based analytics to improve Procure-to-Pay effectiveness

ignio AI.Assurance

Transform software testing and speed up software release cycles

Platform

What we do

Digitate helps enterprises improve the resilience and agility of their IT and business operations with our SaaS–based platform.

Platform Overview
Platform

ignio™ Platform

ignio™, Digitate’s SaaS-based platform for autonomous operations, combines observability and AIOps capabilities to solve operational challenges

Industries

Autonomous IT Solutions for the Modern Industry

  • BFSI
  • Retail
  • Healthcare & Life Sciences
  • Travel & Hospitality
  • Consumer Packaged Goods

AI Agents

ignio’s AI agents, with their ability to perceive, reason, act, and learn deliver measurable business value and transform IT operations.​

  • AI Agent for IT Event Management
  • AI Agent for Incident Resolution
  • AI Agent for Cloud Cost Optimization
  • AI Agent for Proactive Problem Management
  • AI Agent for Business SLA Predictions

Resources

Analyst Reports

Discover what the top industry analysts have to say about Digitate

Blogs

Explore Insights on Intelligent Automation from Digitate experts

ROI

Get Insights from the Forrester Total Economic Impact™ study on Digitate ignio

Case Studies

Learn how Digitate ignio helped transform the Walgreens Boots Alliance

Trust Center

Digitate policies on security, privacy, and licensing

e-Books

Digitate ignio™ eBooks Provide Insights into Intelligent Automation

Infographics

Discover the Capabilities of ignio™’s AI Solutions

Reference Guides

Guides cover AIOps and SAP automation examples, use cases, and selection criteria

White Papers and POV

Discover ignio White papers and Point of view library

Webinars & Events

Explore our upcoming and recorded webinars & events

About Us

Who we are

At Digitate, we’re committed to helping enterprise companies, realize autonomous operations.

Integration
Channel Partner
Technology Partner
Azure Marketplace
Company

Leadership

We’re committed to helping enterprise companies realize autonomous operations

Newsroom

Explore the latest news and information about Digitate

Partners

Grow your business with our Elevate Partner program

Academy

Evolve your skills and get certified

Contact Us

Get in touch or request a demo

Request a Demo
Digitate - Autonomous Enterprise Software
Products

What we solve

Digitate’s empowers organizations to transform their operations with intelligence, insights, and actions.​

Platform Overview
Products

ignio AIOps

Redefining IT operations with AI and automation

  • ignio Observe
  • Cloud Visibility and Cost Optimization
  • Business Health Monitoring
  • IT Event Management

ignio AI.Workload Management

Enabling predictable, Agile and Silent batch operations in a closed-loop solution

  • Business SLA Prediction

ignio AI.ERPOps

End-to-end automation for incidents and service requests in SAP

  • IDoc Management for SAP

ignio AI.Digital Workspace

Autonomously detect, triage and remediate endpoint issues

​ignio Cognitive Procurement

AI-based analytics to improve Procure-to-Pay effectiveness

ignio AI.Assurance

Transform software testing and speed up software release cycles

Platform1

What we do

Digitate helps enterprises improve the resilience and agility of their IT and business operations with our SaaS–based platform.

Platform Overview
Platform

ignio™ Platform

ignio™, Digitate’s SaaS-based platform for autonomous operations, combines observability and AIOps capabilities to solve operational challenges

Industries

Autonomous IT Solutions for the Modern Industry

  • BFSI
  • Retail
  • Healthcare & Life Sciences
  • Travel & Hospitality
  • Consumer Packaged Goods

AI Agents

ignio’s AI agents, with their ability to perceive, reason, act, and learn deliver measurable business value and transform IT operations.​

  • AI Agent for IT Event Management
  • AI Agent for Incident Resolution
  • AI Agent for Cloud Cost Optimization
  • AI Agent for Proactive Problem Management
  • AI Agent for Business SLA Predictions

Resources

Analyst Reports

Discover what the top industry analysts have to say about Digitate

Blogs

Explore Insights on Intelligent Automation from Digitate experts

ROI

Get Insights from the Forrester Total Economic Impact™ study on Digitate ignio

Case Studies

Learn how Digitate ignio helped transform the Walgreens Boots Alliance

Trust Center

Digitate policies on security, privacy, and licensing

e-Books

Digitate ignio™ eBooks Provide Insights into Intelligent Automation

Infographics

Discover the Capabilities of ignio™’s AI Solutions

Reference Guides

Guides cover AIOps and SAP automation examples, use cases, and selection criteria

White Papers and POV

Discover ignio White papers and Point of view library

Webinars & Events

Explore our upcoming and recorded webinars & events

About Us

Who we are

At Digitate, we’re committed to helping enterprise companies, realize autonomous operations.

Integration
Channel Partner
Technology Partner
Azure Marketplace
Company

Leadership

We’re committed to helping enterprise companies realize autonomous operations

Newsroom

Explore the latest news and information about Digitate

Partners

Grow your business with our Elevate Partner program

Academy

Evolve your skills and get certified

Contact Us

Get in touch or request a demo

Request a Demo