AI AGENT USE CASES
Tailored AI Agents for Every Business Function
CPG
Brand Health & Crisis Impact Mitigation
Track millions of social, news, and consumer data points to detect sentiment shifts and emerging crises before they escalate. Spot early warning signs, uncover opportunities to amplify positive narratives, and guide real-time brand strategies that protect and grow reputation.
CPG
Emerging Trend & Opportunity Mapping
AI analyzes social conversations, sales data, and market feeds to uncover rising topics, shifting preferences, and whitespace opportunities before competitors act. We turn raw signals into clear, data-backed growth strategies.
CPG
Promotion & Campaign ROI Tracking
We connect campaign spend, timing, and channel activity with AI-driven sentiment, engagement, and purchase data to reveal what's working. Insights guide real-time adjustments that maximize ROI.
Pharmaceutical
Clinical Trial Correlation & Insight Mapping
Analyzes millions of clinical trial datapoints—linking study designs, patient cohorts, and outcomes with publications and real-world evidence—to uncover hidden correlations that refine protocols, accelerate recruitment, and strengthen evidence packages.
Pharmaceutical
Patient Journey & Unmet Needs Analysis
AI integrates patient conversations, survey data, and clinical insights to map real-world treatment journeys. It pinpoints pain points and unmet needs that shape product and support strategies. By linking trends across datasets, it uncovers correlations that inform clinical, marketing, and patient engagement decisions.
Pharmaceutical
Competitive Intelligence & Market Positioning
We combine patient conversations, survey data, and clinical trial results into AI-powered journey maps. These pinpoint pain points, unmet needs, and treatment gaps, guiding product design, support programs, and market entry strategies.
Finance
Precision Market Intelligence
We tap into thousands of real-time data sources—including market feeds, global news, and alternative data—to build custom alerts and reports. We track the precise signals you care about, from granular investor sentiment shifts to macroeconomic indicators, delivering intelligence tailored to your unique strategy.
Finance
Tailored Risk & Compliance Monitoring
Go beyond standard reports. We build custom monitoring solutions based on your exact risk and compliance framework. We analyze vast datasets to deliver tailored intelligence on regulatory changes, ESG perception, and regulatory changes, helping you protect your assets and stay ahead of the curve.
Marketing
Deep Consumer & Prospect Behavior Insights
We build custom solutions to uncover deep buyer signals from social media, forums, and product reviews. Understand brand perception, competitor weaknesses, and emerging trends to build hyper-targeted campaigns.
Marketing
Research Analytics & Consumer Insight Activation
We turn raw data into powerful narratives—blending survey insights, social listening, and behavioral data to surface unmet needs, brand perceptions, and market whitespace. Our custom dashboards and research frameworks help teams move from insight to action, faster.
Healthcare
At-Risk Patient Identification & Intervention
By integrating anonymized data from health apps, patient communities, and public health APIs, our custom AI solutions can identify subtle behavioral patterns and hidden correlations that predict risk, enabling more effective and targeted interventions.
Sales
Sales Performance Optimization & Channel Intelligence
We connect the dots across CRM data, campaign touch points, and digital behavior to reveal what truly drives conversions. Our sales analytics solutions identify leakage points, optimize rep performance, and help commercial teams sharpen their go-to-market strategies.
HOW IT WORKS
How We Build AI Agents That Do the Work for You
We don't just analyze—we build smart systems that automate your real tasks. Here's how we bring your AI agents to life:
1. Discovery & Planning
We start by understanding your day-to-day workflows, challenges, and goals—so we can design agents that actually help.
2. Workflow Mapping & Design
We break down the tasks you want to automate—like scheduling, billing, follow-ups—and map the logic and data needed to power them.
3. Development & Testing
We build, test, and refine your AI agents using proven frameworks—tailored to your business and ready to plug into your tools.
4. Launch & Support
We deploy your agents, monitor performance, and optimize over time. No extra platforms. Just real results from day one.
DISCOVER
Ready to Get Started?
Let's discuss how a custom AI solution can transform your business.

Using AI to Uncover White Space Opportunities in CPG
In today’s competitive consumer packaged goods (CPG) industry, success is no longer about shelf space but about uncovering
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AI-Powered Product Launches in CPG: Insights from Real-Time Data
AI is transforming product launches in the consumer packaged goods (CPG) industry by replacing guesswork and delayed feedback with real-time, data-driven decision-making. For small and mid-sized enterprises (SMEs), this shift levels the playing field, enabling brands to track consumer sentiment, predict demand surges, and optimize marketing and inventory strategies on the fly. Unlike traditional launches that rely on outdated research and rigid plans, AI-powered tools deliver actionable insights from social media, ecommerce, and POS systems in real time—helping companies reduce wasted spend, reallocate resources dynamically, and boost sales performance. By starting small with pilot launches, setting clear success metrics, and building agile response systems, SMEs can turn product launches into repeatable, scalable growth strategies rather than high-stakes gambles.
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Predicting Drug Demand with AI: A Pharma Case Study
Artificial intelligence is transforming pharmaceutical demand forecasting by helping companies predict drug demand with greater accuracy, reduce waste, and ensure timely patient access. This case study highlights how a mid-sized pharma company overcame the challenges of launching a new specialty drug across diverse markets by implementing a custom AI forecasting model. Leveraging machine learning to analyze sales data, prescribing patterns, and public health signals, the company improved forecast accuracy by 42%, reduced excess inventory by nearly a third, and minimized stockouts. For small and mid-sized pharma enterprises, AI-driven demand forecasting is not just a supply chain upgrade—it’s a strategic advantage that boosts profitability, mitigates risk, and supports better patient outcomes.
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Why Off-the-Shelf AI Tools Fail for Pharma and CPG
Off-the-shelf AI tools may promise quick fixes for small and medium-sized businesses in Pharma and CPG, but they often fall short when faced with the complexity of regulated workflows, specialized data, and compliance requirements. From fragmented integrations to limited customization and poor handling of industry-specific data, these generic solutions can hinder growth instead of enabling it. Custom AI, however, is built to align with unique workflows, regulatory standards, and evolving business goals—driving faster insights, stronger compliance, and real competitive advantage for SMEs navigating today’s demanding markets.
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How to Turn Raw Business Data into Revenue with AI
Small and medium-sized businesses are already generating a goldmine of data—from sales transactions and customer feedback to supply chain logs and social media activity—but without AI, that data sits unused. By applying artificial intelligence across a clear data-to-revenue pipeline—collection, integration, insight generation, and automation—SMEs can unlock powerful growth opportunities. From smarter patient targeting in pharma to optimized promotions in CPG, AI transforms raw data into actionable strategies that boost revenue, reduce costs, and prevent customer churn. With the right focus, even modest datasets can fuel pilots that deliver measurable ROI, helping businesses anticipate market shifts and gain a competitive edge.
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Why Every CPG Brand Needs an AI Strategy in 2025
In 2025, the Consumer Packaged Goods (CPG) landscape demands more than great products—it requires agility, personalization, and real-time decision-making. For small and medium-sized enterprises (SMEs), an AI strategy is no longer optional; it’s the key to competing with industry giants. By leveraging artificial intelligence for demand forecasting, dynamic pricing, personalized marketing, inventory optimization, and customer service automation, brands can unlock efficiency, speed, and growth. Affordable tools, abundant data, and rising consumer expectations make now the tipping point for AI adoption. A clear, goal-driven AI strategy transforms fragmented experiments into a powerful competitive advantage, ensuring CPG brands stay relevant and resilient in a rapidly evolving market.
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Will AI Replace Analysts? Why the Future Belongs to AI-Native Talent
The analyst role is undergoing a seismic shift as AI redefines the skills that drive impact. While traditional “T-shaped” analysts relied on deep domain expertise and manual workflows, AI-native analysts harness intelligent agents to automate data prep, accelerate analysis, and orchestrate insights at unprecedented speed. This evolution demands mastery of prompt engineering, rigorous verification, and strategic business integration—transforming analysts from reactive report builders into proactive decision catalysts. In the agentic era, success belongs to those who don’t compete with AI, but conduct it, scaling human judgment and creativity across the enterprise.
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Guided Insights, Evolved: How RILA’s AI Agents Are Transforming the Way We Understand Data
RILA GLOBAL CONSULTING is redefining guided insights with its advanced AI agents that move beyond static dashboards and surface-level analytics. Unlike traditional tools, these agents understand your questions in natural language, dynamically adapt to business context, investigate root causes, and deliver clear, actionable recommendations. By integrating seamlessly into workflows, they enable real-time decisions, reduce analyst overload, and empower every user to ask smarter questions and act faster. From uncovering the “why” behind KPI changes to triggering instant operational responses, RILA’s AI-powered guided insights transform data from passive reports into proactive, strategic business intelligence.
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