Research Methodology – AI Governance Market
At Straits Research, we adopt a rigorous 360° research approach that integrates both primary and secondary research methodologies. This ensures accuracy, reliability, and actionable insights for stakeholders. Our methodology for the AI Governance Market comprises the following key stages:
Market Indicator & Macro-Factor Analysis
Our baseline thesis for the AI Governance Market is developed by integrating key market indicators and macroeconomic variables. These include:
Factors considered while calculating market size and share
- Current and Future Market Demand
- Amount of AI products or services in the market
- Investment in AI technology by businesses
- Number of organizations adopting AI capabilities
- Amount of competitors in the market
- The pricing strategies and revenue of the competitors
- Economic status of the targeted region/country
- Regulatory policies and government initiatives related to AI
Key Market Indicators
- Growth rate of the AI industry
- Market size and volume of the AI industry
- Consumer preference and behavior trends for AI technology
- Funding and investment trends in AI
- Rate of technology advancement and innovation in AI industry
- Mergers and acquisitions trends in AI industry
- Trends in Product Launches and business expansions in AI industry
Growth Trends
- Increasing demand for AI technology in different industries
- Growth in the adoption of AI-based solutions by SMEs
- Increase in government initiatives to promote AI technology
- Growth in AI startups and investments
- Increased use of AI in emerging technologies like IoT, Big Data, and Blockchain
- Growth in AI governance tools to manage and control AI applications
Secondary Research
Our secondary research forms the foundation of market understanding and scope definition. We collect and analyze information from multiple reliable sources to map the overall ecosystem of the AI Governance Market. Key inputs include:
- Annual reports, investor presentations, SEC filings
- Company press releases and product launch announcements
- Public executive interviews and earnings calls
- Strategy briefings and M&A updates
- Country-level industry associations and trade bodies
- Government dossiers, policy frameworks, and official releases
- Whitepapers, working papers, and public R&D initiatives
- Relevant Associations for the AI Governance Market
- Broker reports and financial analyst coverage
- Paid databases (Hoovers, Factiva, Refinitiv, Reuters, Statista, etc.)
- Import/export trade data and tariff databases
- Sector-specific journals, magazines, and news portals
- Global macroeconomic indicators and their cascading effect on the industry
- Demand–supply outlook and value chain analysis
- Consumer behaviour, adoption rates, and commercialization trends
Primary Research
To validate and enrich our secondary findings, we conduct extensive primary research with industry stakeholders across the value chain. This ensures we capture both qualitative insights and quantitative validation. Our primary research includes:
- Key Opinion Leader (KOL) Engagements
- Structured interviews with executives, product managers, and domain experts
- Paid and barter-based interviews across manufacturers, distributors, and end-users
- Discussions with stakeholders to validate demand-supply gaps
- Group discussions on emerging technologies, regulatory shifts, and adoption barriers
- Cross-verification of market sizing and forecasts with industry insiders
- Capturing business perspectives on growth opportunities and restraints
Data Triangulation & Forecasting
The final step of our research involves data triangulation ensuring accuracy through cross-verification of:
- Demand-side analysis (consumption patterns, adoption trends, customer spending)
- Supply-side analysis (production, capacity, distribution, and market availability)
- Macroeconomic & microeconomic impact factors
- Time-series analysis
- Regression and correlation studies
- Baseline modeling
- Expert validation at each stage
Outcome
The outcome is a comprehensive and validated market model that captures:
- Market sizing (historical, current, forecast)
- Growth drivers and restraints
- Opportunity mapping and investment hotspots
- Competitive positioning and strategic insights
Available for purchase with detailed segment data, forecasts, and regional insights.
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