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From Data to Decisions: Building Intelligence That Delivers
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October's edition explores how structured data, intelligent
automation, and domain
expertise are helping organizations improve decision-making across
financial services,
investment management, and insurance.
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From documenting analyst expertise to improve AI-generated reports
and designing
portfolio construction rules that balance risk and returns, this
month's insights highlight
why effective outcomes depend on more than technology alone.
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We also examine how intelligent bordereaux management can strengthen
reinsurance risk
visibility, share findings from the TOI-DPA Airfare Index on festive
travel pricing, and look
ahead to the NAGGL Annual Conference 2026, where Decimal Point
Analytics will
showcase its approach to scaling SBA lending operations.
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Effective AI-generated reports begin with documenting how
experienced analysts think,
not simply writing better prompts. This article explains how
structuring domain knowledge,
peer comparisons, and analytical reasoning helped deliver more
relevant banking
consultancy reports while keeping analysts responsible for reviewing
and refining
recommendations.
The approach reduced manual effort by 70% per report and increased
output fivefold,
demonstrating how the right foundation can improve both efficiency
and quality.
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Selecting attractive stocks is only one part of building a
successful factor-based
investment strategy. Portfolio construction rules determine how
those selections translate
into risk, diversification, and performance.
Through a flexi-cap strategy backtest on Indian equities, this
article examines how portfolio
constraints helped reduce annualized volatility from approximately
33% to 18%, while
Python automation shortened backtesting cycles from 7–8 hours to
20–30 minutes. The
results illustrate why portfolio design matters as much as stock
selection.
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This blog examines how automation, data standardization, and
advanced analytics can help insurers and reinsurers overcome fragmented reporting, improve
portfolio visibility, identify emerging claims trends, and strengthen underwriting
decisions. It highlights the opportunity to transform bordereaux data into actionable insights
for risk management and portfolio performance.
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An analysis from the TOI-DPA Airfare Index, featured in The Times of
India, examined fares across 53 domestic routes and found that median airfares into
Kolkata for October 16 were 71% higher than fares for travel one week after the September 16
data capture.
The findings highlight how regional festivals, travel demand, and
booking patterns influence airfare movements, offering a data-driven perspective on
seasonal pricing trends.
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From document intake and financial spreading to
credit memo preparation and audit readiness, DPA combines AI-assisted workflows with
SBA specialist verification to help lenders improve turnaround times, maintain
compliance, and scale operations without compromising quality.
Meet Gaurav Gupta, Managing Partner; David Riedel,
Director – Global Business; and Prasad Nawathe, Executive Vice President, at Booth
64 to discuss your SBA lending priorities and explore opportunities to improve
operational efficiency.
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Contact us at [email protected]
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We receive and store information about you collected from our
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www.decimalpointanalytics.com
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