Big Data Procurement Intelligence Report, 2023 - 2030 (Revenue Forecast, Supplier Ranking & Matrix, Emerging Technologies, Pricing Models, Cost Structure, Engagement & Operating Model, Competitive Landscape)
- Published Date: Aug, 2023
- Base Year for Estimate: 2022
- Report ID: GVR-P-10535
- Format: Electronic (PDF)
- Historical Data: 2020 - 2021
- Number of Pages: 60
Supplier Screening Criteria
Identification of Initial List of Suppliers
Suppliers are identified through secondary research, industry articles, association reports, and government publications
Basic details were captured to get more knowledge and insight for the suppliers identified
Finalizing Suppliers
Operational and functional capabilities are mapped by analyzing supplier product and service portfolio
Primary research was conducted to validate the information captured from secondary research
- Personnel contacted during the course of the report include:
- Suppliers
- Industry Experts
- Associations
- End Users using the products
Suppliers not offering big data services are listed under eliminated supplier list
Supplier Recommendation
Each supplier finalized was benchmarked based on the capabilities being offered by them
All the capabilities mapped were assigned weightage as per category standards
Rankings was ascertained based on the weightage provided and suppliers are recommended accordingly
Supplier Ranking Methodology
- The suppliers are divided into the below mentioned four quadrants in the matrix with the help of the weightage assigned to each of the categories:
- Rulers
- Challenger
- Niche
- Lounger
- The weightages are considered based on category importance, alterations can be provided based on client specific requirement
- The operational capabilities are laid on the X axis
- Suppliers gain advantage if they possess more capabilities as compared to their peers
- Suppliers ranked higher in this category might have good employee strength, higher revenue, greater geographical presence, etc.
- The functional capabilities are laid on the Y axis
- It defines the core business capabilities of a supplier
- Suppliers get ranked higher in this category based on production volume, types of products and services offered, lead time, etc.
Operational Capabilities - Big Data
Industries Served25%
Years in Service15%
Revenue Generated15%
Employee Strength15%
Geographic Service Provision10%
Certifications10%
Key Clients10%
Functional Capabilities - Big Data
Statistics30%
Spatial analysis25%
Semantics15%
Interactive discovery15%
Visualization and others15%
Research Methodology - Data Collection
Primary Market Research
GVR conducts a combination of qualitative and quantitative research, where we get into in-depth conversations with end consumers and suppliers to understand the offerings present in the market, along with their procurement best practices. Two types of approaches are mainly followed: Exploratory (open ended questions) and Specific (problem specific questions).
Focus Groups
- Focus on small groups of people (7-10), who respond to online surveys
- Information can be collected remotely without personal interactions
One-on-one Interview
- Personal interaction with the targeted respondents to collect information and data for a series of questions
- Open and Close ended questions based on project requirement
Online Surveys
- Apt for large sample size to measure quantitatively
- Ideal for Supplier Benchmarking and mapping of core capabilities
Secondary Market Research
Our team specializes in collecting information from secondary sources such as: supplier websites, information published by government agencies, media, chamber of commerce, etc. The sources are well documented which can be referred by the client for further clarification.
Public Sources
- Our analysts scan through different supplier websites to get knowledge on the category
- Government websites and online libraries are consulted for documented data
Paid Databases and Commercial Sources
- It comprises mainly of paid databases and journals where structured data is available
Industry Articles and Educational Institutions
- Articles published by a governing body or a person who is a knowledgeable veteran in the category field
- Educational institutions conduct a wide array of sourcing related research projects, which we refer to in our projects
Steps for Information Gathering
Problem Definition
The scope was build and shared with the client, taking into consideration the key problem of identifying suppliers for big data and building a robust sourcing strategy for better negotiation and cost savings opportunities.
Sample Selection
The list of suppliers identified for the report were shared with client for approval, and subsequently the respondent and RFI documents were confirmed. The big data category has a highly fragmented competitive landscape characterized by the presence of many players such as Accenture, Cloudera, Google, Hewlett-Packard Company (HP), IBM, Mu Sigma Inc., Amazon, Oracle Corporation, Splunk Inc ,Teradata Corporation. The research is conducted as non-probability sampling by defining the variables. The study is executed as a non-branded study, which means the name of the client is not revealed at any stage.
Data Collection
The primary mode of conversation with the client was dependent on email and phone surveys. The telephonic surveys are in-depth and possess high degree of confidence on the data captured. The data collected are further validated with secondary research and also confirmed with other industry experts. The filled RFIs are documented as a reference point for the client which might be used for further communication.
Qualitative Analysis
The data collected from primary and secondary sources are provided with examples to provide the client a case study based approach on the analysis that has been derived. The suppliers selected and ranked are backed by a robust weighted methodology, which gives the client a clear comparison of different suppliers that are identified for the big data category. The sourcing strategies listed in the report are validated from industry experts and the most prevalent ones are highlighted.
Data Representation and Recommendations
The analysis for the report are divided in different sections which comprises of Market, Supplier, and Sourcing Intelligence. The chart based recommendations enables procurement leaders to make appropriate decisions for selecting correct supplier selection and sourcing strategies. We have provided information on key suppliers along with their capabilities for ease in comparison among them.
Benefits
Well informed decisions
Selecting appropriate engagement model
Category Spend and Factors influencing growth
Cost Saving Opportunities
Procurement Best Practices
Extensive Supplier Analysis
Supplier Information Gathering
Methodology to identify key information for suppliers
Employee Strength
- The details on employee strength are captured from annual report and supplier websites
- For public companies the number of employees for a specific business segment are estimated from “Business Unit to Revenue” ratio
- In case of private companies, if the employee strength details are not provided in website, we consult paid databases which we have subscribed
- To validate the information captured, “Employee to Revenue” ratio is benchmarked for other suppliers
- In certain cases, the data will be highlighted in blue font (low to moderate confidence level), if reliable sources are not identified
Revenue Generated
- Revenue details for public companies are captured from annual reports
- For private companies, “Employee to Revenue” ratio is considered for calculating the estimated revenue generated for the category in focus
- Supplier market share details (if available) are utilized to validate the revenue figure which is being estimated
- Production volume comparison of the suppliers identified is also one the parameters used by us, to provide accurate information on revenue
Certifications Awarded
- Certifications awarded is one of the critical parameters for selecting a supplier as it showcases the quality of offering which is being produced/manufactured
- A supplier bolds out/highlights the certifications received to gain trust of its customers (in websites or supplier brochure)
- We confirm/verify/search for certifications received for an offering or supplier from certification bodies such as:
- British Standards Institutions (BSI)
- SGS
- TUV
GET A FREE SAMPLE
This FREE sample includes market data points, ranging from trend analyses to market estimates & forecasts. See for yourself...
Add-on Services
Should Cost Analysis
Component wise cost break down for better negotiation for the client, highlights the key cost drivers in the market with future price fluctuation for different materials (e.g.: steel, aluminum, etc.) used in the production process
Rate Benchmarking
Offering cost transparency for different products / services procured by the client. A typical report involves 2-3 case scenarios helping clients to select the best suited engagement with the supplier
Salary Benchmarking
Determining and forecasting salaries for specific skill set labor to make decision on outsourcing vs in-house.
Supplier Newsletter
A typical newsletter study by capturing latest information for specific suppliers related to: M&As, technological innovations, expansion, litigations, bankruptcy etc.
NEED A CUSTOM REPORT?
We can customize every report - free of charge - including purchasing stand-alone sections or country-level reports, as well as offer affordable discounts for start-ups & universities.
Contact us now to get our best pricing.
ESOMAR certified & member
ISO Certified
We are GDPR and CCPA compliant! Your transaction & personal information is safe and secure. For more details, please read our privacy policy.