Quick win use-cases for Generative AI

Marketing content assistance

Quickly campaigns create product descriptions, imagery, video, and more along with hyper-personalized and contextually relevant content with improved regulatory compliance.

Improved return on Marketing investments

Customer assistant

Enable customer interactions with virtual assistants to address queries, offer personalized styling and solution recommendations, and influence shopping decisions in real time.

Enhanced customer experience

Trade promotions optimization

Optimize trade shelf spacing and investment allocation by predicting outcomes and conducting scenario building while improving design of promotion plans.

Higher promotion effectiveness and data-based decision making

New product development and prototyping

Expedite creation of innovative concepts, prototypes and products by drawing from consumer trend analysis. Augment creative thinking, brainstorming and research.

Faster time-to market and rapid innovation

Virtual product trial

Enable customers explore a wider range of style options, clothing combinations, and accessories with transfer in real-world scenarios and suggest suitable products aligned with the customer’s preferences.

Reduced returns and improved sales

Digital agent for personalized financial recommendations

Summarize contracts and answer nuanced questions, financial product recommendations at scale using conversational language.

Improved customer retention and cross-sales

Develop synthetic data for governance

Generate synthetic data for model training, spot anomalies, detect and mitigate cybersecurity risks, as well as virtual bots posing as users.

Improve trust in data and enable smooth transformations

Portfolio management

Empower analysts with insights and predictions about future earnings to enable recommendations for monitoring and optimizing the performance of investments.

Improved decision making and asset management

Compliance and risk analysis

Monitor regulatory changes and risks that impact business, and ensure that controls and compliance are consistently implemented.

Higher regulatory compliance

Customer onboarding

Streamline KYC meta reporting by summarizing and filtering results from existing search engines. Improve data search and analysis to inform employee decisions for customer onboarding.

Cost reduction and efficiency

Enterprise data search

Facilitate the communication of queries from the user to the search layer. Mine all enterprise data, generate structured analytics reports and improve business intelligence access.

Quick access to insights for data-based decisions

Supply chain planning

Explore data and ask questions about planning, inventory, supply assurance, order management, and worldwide logistics. Augment communication with advanced planning solutions using natural language.

Responsive supply chains with higher efficiency

Product R&D

Generate prompt-based drafts and virtual designs or prototypes, allowing quick iterations with more design options. Leverage archives of products in the market to generate novel designs or optimize changes based on prompts.

Faster product ideation

Procurement optimization

Benchmark product, quality, and cost information, and drive recommendations for minimizing the overall cost of purchase. Gain insights to inform sourcing and procurement decisions.

Higher spend capitalization

Chip innovation

Iterate semiconductor chip designs by having designs “compete” across a set of performance dimensions. Optimize on existing layouts to learn patterns and constraints and generate new layouts that meet specific design requirements.

Lower development costs

Quality control

Identify product anomalies and defects in real-time to correct early before waste increases.

Process enhancement

Drug discovery and development

Model the structure and function of proteins and biomolecules, accelerating the identification and validation of molecules and run simulations to select the best potential candidates and trial designs.

Faster drug development and improved public health

Optimized laboratory procedures

Analyze lab protocols, equipment specifications, previous experimental designs, reagent usage, and techniques etc. to create procedural templates and recommendations on best practices.

Reduced operational costs and higher efficiency

Medical image analysis

Improve the accuracy of medical image analysis with image segmentation, image synthesis, reconstructing missing data and detecting anomalies.

Accurate diagnosis and treatment decisions

Digital patient concierge

Summarize customer questions, compare them to past successful resolutions and remediation plans, and provide real-time recommendations for next steps.

Better patient experience and query resolution

Generating and summarizing medical/EH records

Accelerate generation of medical reports or summarization electronic health records for claim processing and other administrative tasks.

Save time and increase clinician efficiency

Gamification of content

Gamify interactions with audience across various channels and content format. Generate new gaming assets as expansions or microtransactions like downloadable content (e.g., new characters, weapons, and skins) to create more immersive experiences.

Monetize new revenue opportunities

Automated content creation

Minimize the need for manual editing and time-consuming content management. Create imagery and apply changes using descriptive commands. Expedite editing process with conversational editing, text-to-template, text-to-image, text-to-video etc.

Higher focus on creativity and elevated quality of content

Localization and translation

Analyze content to optimize localization and improve personalization. Enable voice user interfaces (VUI), transcribe video and audio content into text, and simultaneously translate spoken content in regional languages.

Wider audience reach

Brand marketing content amplifier

Mimic the brand language, company values and style of the marketing content to generate new, high-quality content on-demand. Rapidly create multiple versions of content tailored to different customers and audiences.

Time and cost savings

Dynamic ad campaigns

Create targeted advertising, sponsored content or programmatic campaigns based on insights and optimize creatives to resonate with specific target segments.

Higher engagement and conversions