AI case study

Faster code generation

by
Bancolombia
Context

Bancolombia, one of the oldest banks in Colombia, uses GitHub Copilot to enhance code generation, boosting automated application changes and productive daily deployments. Empowering a technical team of 4,000 people, including 3,400 software and infrastructure engineers, the bank has achieved a 30% increase in code generation, boosting automated application changes to an average of 18,000 per year, with a rate of 42 productive daily deployments.

Results

30% increase in code generation, 18,000 automated application changes per year, 42 productive daily deployments.

Results not reported in the source
Industry
Finance
Published
October 17, 2024
Agent type
Code Agents
AI provider
Microsoft
Models/tools
Not disclosed
No items found.
ICE score
448
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
8
Confidence
8
Ease
7

53

AI use cases in

Finance

See All

Rogo

Finance
Data Agents
Quick win
Use case
Automated financial research
Context

Rogo, an AI finance platform, uses OpenAI's GPT-4 to provide real-time financial intelligence to investment professionals, automating tasks like meeting prep, company profiling, and market research. By fine-tuning OpenAI's models and integrating financial datasets like S&P Global, Crunchbase, and FactSet, Rogo helps shift focus from manual work to high-value decision making.

Models/tools
...
1

Morgan Stanley

Finance
Use case
Slow advisor information retrieval
Context

Morgan Stanley integrated GPT-4 and Whisper from OpenAI into their workflows, including an internal chatbot and meeting summary tool, enabling financial advisors to quickly retrieve firm knowledge, generate summaries, and provide timely, tailored client insights.

Models/tools

PIMCO

Finance
Use case
Faster data search
Context

PIMCO built ChatGWM, an AI-powered search platform using Azure AI. ChatGWM is a secure, retrieval augmented generation (RAG) application that searches across PIMCO-approved data sources to deliver relevant information to its teams. It allows associates to find information faster by typing questions and receiving accurate responses along with source references.

Explore industries

50

companies using

Code Agents

See All
Use case
Maintaining code quality at scale
Context

CodeRabbit, an AI-powered code review platform, uses Anthropic's Claude to automate and enhance code review processes for development teams. By integrating Claude's advanced language capabilities, CodeRabbit provides real-time code reviews with contextual feedback, instant understanding of complex code changes, early error detection, and unified quality assurance, enabling teams to ship higher quality code faster while maintaining rigorous standards.

Models/tools
...
1
Use case
Improving AI coding assistant capabilities
Context

Codeium, an AI coding platform, uses Anthropic's Claude to power their AI-native IDE, Windsurf, and their intelligent coding assistant, Cascade. By integrating Claude, they enhanced the reasoning and planning abilities of Cascade, allowing it to understand long sequences of development activity, maintain full context of coding sessions, and provide better assistance to developers. This resulted in a transformative AI coding experience with faster interactions and improved code understanding.

Models/tools
...
1
Use case
Scaling code review
Context

Graphite, a modern end-to-end developer platform, uses Anthropic's Claude and Claude 3.5 Sonnet to power their AI code reviewer that catches bugs and suggests fixes, transforming how engineering teams approach software development. Their implementation combines Claude's reasoning capabilities with deep code review expertise, breaking complex code analysis into discrete steps and employing multiple validation layers to ensure high-quality comments.

Models/tools
...
2
Explore agents

143

solutions powered by

Microsoft

See All
Use case
Faster customer issue resolution
Context

Vodafone uses Azure OpenAI Service, Azure AI Foundry, Microsoft Copilot, and Azure AI Search to enhance their virtual assistant TOBi and develop SuperAgent to assist customer service agents. TOBi uses conversational AI to handle customer inquiries, while SuperAgent helps agents solve complex problems faster.

Models/tools
...
4
Use case
Faster medical report generation
Context

Medigold Health, a UK occupational health provider, used Microsoft Azure OpenAI Service to automate medical report generation, reducing the time clinicians spend on paperwork. By integrating Azure OpenAI Service with Azure App Service, Azure Cosmos DB, and Azure SQL Database, they developed an AI application that generates reports from clinicians' consultation notes in about 15 seconds, allowing clinicians to focus more on patient care.

Models/tools
...
1
Use case
Faster writing of appeal letters
Context

Acentra Health developed MedScribe, a web app that uses Azure OpenAI Service to generate draft letters responding to healthcare service appeals.

Models/tools
...
1
Explore AI providers

25

AI use cases in

South America

See All
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
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
...
2
Use case
Automate repetitive tasks
Context

Localiza, a leading mobility company in Latin America, implemented Microsoft 365 Copilot to automate processes and improve efficiency. By integrating AI into their workflows, they enhanced employee productivity, optimized repetitive manual tasks, and improved inclusivity. They conducted training and hackathons to help employees effectively use Copilot, resulting in significant productivity gains across the company.

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