World Predictive Analytics in Banking Market - Opportunities and Forecasts, 2020-2027
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Mar 2020 |
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Data mining is a thing of the past; today, business entities need real-time access to customer and business related information, in order to take early and better decision. Predictive analytics in banking sector is a new technology to derive customer insights. Predictive analysis tools are used by banks to arrive at data driven logical conclusions to provide better and personalized customer experience. It helps in risk assessment and regulatory management of the financial institutions as well as assists in customer relationship management (CRM). Credit card companies might use predictive analysis to set credit lines for specific customers. Insurance companies can use predictive analytics to set premium amounts. Government agencies can use the system to curb fraudulent activities. Fraud detection ability and risk assessment through predictive analytics provides a strong base to this market. However, possibility of inaccurate analysis can be an issue that might restrict the market.
We offer our clients exhaustive research and analysis based on wide variety of factual inputs, which largely include interviews with industry participants, reliable statistics and regional intelligence. Our in-house industry experts play instrumental role in designing analytic tools and models, tailored to the requirements of particular industry segment. These analytical tools and models sanitize the data & statistics and enhance the accuracy of our recommendations and advice. With AMR’s calibrated research process and 360` degree data-evaluation methodology, our clients are assured of receiving:
- Consistent, valuable, robust and actionable data & analysis that can easily be referenced for strategic business planning
- Technologically sophisticated and reliable insights through well audited and veracious research methodology
- Sovereign research proceeds that present a tangible depiction of marketplace
With a strong methodology we are, therefore, confident that our research and analysis are most reliable and guarantees sound business planning.
Secondary research
We refer a broad array of industry sources for our secondary, which typically include; however, not limited to: Company SEC filings, annual reports, company websites, broker & financial reports and investor presentations for competitive scenario and shape of the industry
- Patent and regulatory databases for understanding of technical & legal developments
- Scientific and technical writings for product information and related preemptions
- Regional government and statistical databases for macro analysis
- Authentic new articles, web-casts and other related releases for market evaluation
- Internal and external proprietary databases, key market indicators and relevant press releases for market estimates and forecast
Primary research
Our primary research efforts include reaching out participants through mail, tele-conversations, referrals, professional networks and face-to-face interactions. We are also in professional corporate relations with various companies that allow us greater flexibility for reaching out industry participants and commentators for interviews and discussions, fulfilling following functions:
- Validates and improves the data quality and strengthens research proceeds
- Further develops analyst team’s market understanding and expertise
- Supplies authentic information about market size, share, growth and forecasts
Our primary research interview and discussion panels are typically composed of most experienced industry members. These participants include; however, not limited to:
- Chief executives and VPs of leading corporations specific to industry
- Product and sales managers or country heads; channel partners and top level distributors; banking, investments and valuation experts Key opinion leaders (KOLs)
Analyst tools and models
AMR has developed set of analyst tools and data models to supplement and expedite the analysis process. Corresponding to markets, where there is significant lack of information and estimates, AMR’s team of experts and analyst develop specific analyst tools and industry models to translate qualitative and quantitative industry indicators into exact industry estimates. These models also allow analysts to examine the prospects and opportunities prevailing in the market to accurately forecast the course of the market.
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