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Enterprise System Development IT Consulting System Development

Integrated AI Assistant

Client
Event ticketing company
Duration
5 months
Team Size
6 people (1 project manager, 4 developers and 1 tester)
Technology
ChromaDB, OpenAI API, Python

Context & Pain points

Staff had to enter venue details manually, including seating layouts, ticket types, sales conditions and related information. Completing this work typically took several days.

Client Objective

Build an integrated AI assistant to help users find information, reduce manual work and improve efficiency.

Solution

• We developed an AI assistant that learns from the client's past event data and fills in most of the required information automatically.
• Through a conversation with the assistant, users can have approximately 95% of the required information completed for them.

Challenge

The team needed to clarify business requirements, maintain consistent data, and limit the impact on related features throughout development.

How We Solved It

• Fenix stayed in close contact with the client to make sure the requirements were fully understood.
• The project was delivered in manageable phases to keep the work organized and easier to control.
• Reviews and testing were carried out at each stage to identify issues early.

Scope

  • Requirements analysis
  • Design
  • Development
  • Unit testing
  • Integration testing
  • Bug fixes
  • Deployment support

System Features

  • Question handling
  • AI intent analysis
  • Relevant information retrieval
  • Response generation
  • Conversation history management

Outcome

Manual data-entry effort and time were reduced by 80%.

Testimonials

Hear from the clients who have worked with Fenix throughout their projects.

最初にこちらの業務や困っていることを かなり細かく聞いてくれました。 そのおかげで、話も進めやすかったです。
C3-jp
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Our Work

Explore the projects Fenix has delivered together with clients across various industries.

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