AI case study

Creating realistic text-to-video avatars

by
Higgsfield.ai
Context

Higgsfield.ai built a number of text-to-video apps for consumers, including Diffuse 2.0, which can combine users' photos, videos, and texts through AI models to create more realistic avatars.

Results
Results not reported in the source
Region
Global
Published
September 24, 2024
Agent type
Creative Agents
AI provider
Google
Models/tools
Not disclosed
No items found.
ICE score
252
The ICE framework in this database provides a quick way to assess the feasibility and potential impact of AI use cases, with higher scores signaling more actionable opportunities.

Impact: Potential benefits to the business.

Confidence: Likelihood of achieving expected results.

Ease: Simplicity of implementation in terms of resources and time.

ICE Score: Calculated by multiplying the component scores.

Note:
Each score is AI-generated based on available data and should be viewed merely as a general guideline for deeper exploration of the use cases.
Impact
6
Confidence
6
Ease
7

37

AI use cases in

Retail & e-commerce

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Wayfair

Retail & e-commerce
Use case
Personalized shopping experience
Context

Wayfair, a U.S. ecommerce retailer, uses ChatGPT and OpenAI APIs across the organization, including legal, research, marketing, and customer service. They leverage AI to enhance personalization, enrich product data, optimize supply chains, and modernize legacy systems, improving both customer experience and operational efficiency.

Models/tools

Zapia

Retail & e-commerce
Use case
Managing high message volumes
Context

Zapia, an AI assistant developed by BrainLogic, uses Anthropic's Claude on Google Cloud’s Vertex AI to engage in natural, localized conversations with Latin American consumers via messaging apps like WhatsApp. Claude's advanced multilingual support and understanding of regional dialects enable Zapia to assist users in discovering products, making purchases, and receiving support. Integration was quick, requiring minimal prompt engineering, allowing Zapia to scale rapidly to handle hundreds of thousands of messages per hour.

Models/tools

Zalando

Retail & e-commerce
Use case
Scaling personalized recommendations
Context

Zalando worked with OpenAI to develop the Zalando Assistant, an AI-powered tool powered by GPT-4o mini that provides personalized content recommendations and streamlines product discovery across 25 markets in over 20 languages. They enhanced their evaluation framework with component-specific evaluations and improved few-shot prompting, and migrated from GPT-3.5 to GPT-4o mini for better multilingual and instruction-following capabilities.

Models/tools
Explore industries

48

companies using

Creative Agents

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Use case
Automated digital marketing
Context

Advolve, a B2B SaaS company, uses Claude from Anthropic as the central orchestrator of their AI platform to automate digital marketing across multiple platforms. Claude enables them to manage millions of ads simultaneously, automate workflows, generate creative assets and copywriting, and dynamically allocate budgets for optimal return on ad spend.

Models/tools
...
1
Use case
Scaling brand consistency
Context

Brand.ai, a platform transforming how global brands manage brand consistency, uses Claude to create an AI-powered system that maintains brand consistency across millions of touchpoints. By leveraging Claude's large context window to process entire brand guidelines at once, they built two retrieval systems around Claude—one for surfacing relevant brand insights, another for maintaining context in conversations. This automates routine brand management tasks, freeing creative teams to focus on strategic work.

Models/tools
...
1
Use case
Automated marketing content
Context

JATO Dynamics used Azure OpenAI Service to develop Sales Link, an AI-driven content generator that helps car dealerships quickly produce tailored marketing content by combining market data and vehicle information.

Models/tools
...
2
Explore agents

196

solutions powered by

Google

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Use case
Streamline communication & document creation
Context

Hydro Ottawa, a major electricity provider for Canada’s capital, implemented Google Workspace and Gemini to improve collaboration, create job posts, conduct legal and technical research, write policies, generate content, summarize documents, and organize meeting agendas across all teams.

Models/tools
...
1
Use case
Reducing monotonous copywriting tasks
Context

Adore Me, a direct-to-consumer lingerie brand known for its extended sizing, uses Gemini for Google Workspace to streamline copywriting and foster creativity. The team reduced over 35 hours of work creating product descriptions to just 30 minutes by leveraging a prompt library. They also use Gemini for speaker bios, enabling users to fill in key details for automated output. Internal "prompt-off" competitions teach employees how to effectively use AI tools, embedding AI into the company culture.

Models/tools
...
1
Use case
Securely working faster in a highly regulated industry
Context

Pennymac, one of the largest lenders and mortgage servicers in the US, leverages Gemini for Google Workspace and Vertex AI to enhance efficiency while ensuring data security. The HR team uses Gemini for drafting job descriptions and policy documents, while technical teams use Gemini with proprietary data to improve the underwriting process by querying regulations and best practices.

Models/tools
...
2
Explore AI providers

138

AI use cases in

Global

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Use case
Efficient customer support interactions
Context

Uber uses OpenAI's ChatGPT Enterprise to enhance customer support by providing AI assistants that offer empathetic and efficient responses, automate investigations, and augment human agent capabilities. The AI also helps personalize and optimize interactions across their multi-sided platform.

Models/tools
...
1
Use case
Efficient customer service
Context

Amazon uses Claude to power their AI-driven customer service assistant, Amazon Q in Connect, which serves agents and end-customers. It provides real-time AI assistance to agents handling complex cases and offers end-customers instant, personalized self-service options.

Models/tools
...
1
Use case
Efficient technical interviews
Context

micro1 uses Anthropic's Claude to conduct AI-powered technical interviews, automating over 3,000 interviews per day. Claude evaluates technical skills through dynamic conversations, providing consistent, unbiased assessments and creating anxiety-free interview experiences.

Models/tools
...
1
Explore regions
No items found.