Research Methodology – AI in Regulatory Affairs 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 in Regulatory Affairs Market comprises the following key stages:
Market Indicator & Macro-Factor Analysis
Our baseline thesis for the AI in Regulatory Affairs Market is developed by integrating key market indicators and macroeconomic variables. These include:
Factors considered while calculating market size and share
- The extent of implementation of AI in the regulatory affairs in various sectors.
- Revenue generated from the AI-based regulatory affairs solutions and services.
- Investments made in research and development related to AI in regulatory affairs.
- The number of industries adopting AI-enabled regulatory affairs solutions.
- Growth rate of AI in regulatory affairs market in different geographical regions.
- Data pertaining to initial adoption rate and annual growth rate of AI in the regulatory affairs market.
Key Market Indicators
- Revenue growth of major players in the AI in regulatory affairs market.
- Machine Learning (ML) and Natural Language Processing (NLP) applications in the regulatory space.
- Technological developments in AI and their impact on regulatory affairs.
- Market trends and customer demand in the pharmaceutical, food, and other industries regarding AI in regulatory affairs.
- Change in regulatory norms and standards that affects the market.
Growth Trends
- Rise in artificial intelligence solutions to improve regulatory compliance across various industries.
- Increased adoption of AI-based solutions to streamline regulatory processes.
- Increased need for regulatory compliance due to stringent international standards and increased scrutiny.
- Innovation and advancements in AI technology improving efficiency in managing regulatory affairs.
- Growth in investments and funding for AI in regulatory affairs.
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 in Regulatory Affairs 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 in Regulatory Affairs 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
Our Clients:
