Orange AI: Revolutionizing Business Insights with LLMs
Orange AI: Revolutionizing Business Insights with LLMs
Orange AI: Revolutionizing Business Insights with LLMs
Orange AI is a versatile platform that turns complex data into actionable insights, empowering businesses across industries with precise, growth-driven intelligence.
Introducing Orange AI
Orange AI is an adaptable AI platform designed to transform your complex data into actionable insights for real-world growth. From e-commerce to finance, healthcare, and beyond, Orange AI is tailor-made to analyze and learn from your data, providing precise intelligence that sharpens your competitive edge.
Orange AI combines a sleek, flexible design with an intuitive interface that’s built to inspire confidence. From branding to user experience, every detail has been crafted to engage users and make complex insights easy to access and understand.
Understanding The Problem
Modern businesses are drowning in data. While data holds immense potential for driving innovation and growth, most organizations struggle to effectively leverage it.
Data Silos
Data is often trapped in disparate systems, hindering a holistic view.
Manual Processes
Manual processes, which are time-consuming, error-prone, and limit scalability.
Manual Processes
Manual processes, which are time-consuming, error-prone, and limit scalability.
Manual Processes
Manual processes, which are time-consuming, error-prone, and limit scalability.
Lack of Expertise
We've crafted a versatile logo that can seamlessly adapt to various contexts.
Lack of Expertise
We've crafted a versatile logo that can seamlessly adapt to various contexts.
Lack of Expertise
We've crafted a versatile logo that can seamlessly adapt to various contexts.
Limited Accessibility
Traditional analytics tools are complex and costly, limiting accessibility.
Limited Accessibility
Traditional analytics tools are complex and costly, limiting accessibility.
Limited Accessibility
Traditional analytics tools are complex and costly, limiting accessibility.
Research Methods
Orange AI’s smart assistant learns directly from your data, offering real-time insights at the click of a button. With interactive tools and intelligent suggestions, Orange AI provides detailed, relevant responses, helping you make data-driven decisions effortlessly.
User Interviews & Survey
Deep dive into user behavior, needs, and concerns.
Competitor Analysis
Identify strengths, weaknesses, and opportunities by analyzing existing customizable AI tools.
Community Forums
Gather organic, unfiltered opinions and ideas from user communities.
Research Methods
Orange AI’s smart assistant learns directly from your data, offering real-time insights at the click of a button. With interactive tools and intelligent suggestions, Orange AI provides detailed, relevant responses, helping you make data-driven decisions effortlessly.
User Interviews & Survey
Deep dive into user behavior, needs, and concerns.
Competitor Analysis
Identify strengths, weaknesses, and opportunities by analyzing existing customizable AI tools.
Community Forums
Gather organic, unfiltered opinions and ideas from user communities.
Method 1
User Interviews & Survey
We conducted in-depth interviews with key stakeholders and end users to understand their workflows, challenges, and goals.
Method 2
Competitor Analysis
To build a truly impactful product, we took a deep dive into the competitive landscape. By analyzing key players in the AI space, we identified gaps, strengths, and opportunities that helped us refine Orange AI.
Method 3
Community Forums
We turned to community forums to gather raw, unfiltered opinions and ideas about Orange AI. These real conversations gave us invaluable insights into user needs, pain points, and expectations.
Findings
Through extensive research, we identified several key challenges that impact user experience, engagement, and overall efficiency. These findings highlight areas that require improvement to enhance usability, streamline workflows, and create a more intuitive experience for users.
The Solution
An AI Trained with Your Data
Generic AI doesn’t cut it. That’s why Orange AI learns from your data, adapting to your unique needs and workflows.
Final Design
Responsive Design
Optimized for any device, providing a consistent experience.
Easily trainable Ai
Easily Trainable AI – Orange AI adapts to your data effortlessly, learning quickly to deliver smarter, personalized insights.
Challenges Faced
Handling Large PDF Uploads
To address this, we implemented a queue-based data structure that could effectively manage the upload process. This approach ensured smooth handling of multiple large files by distributing upload tasks efficiently. Additionally, we used service workers on the frontend to manage and monitor the upload process, providing users with a seamless and responsive experience.
Feedback Loop Integration
We designed a lightweight feedback mechanism that collected user feedback asynchronously and periodically updated the model parameters. This ensured that the AI model continued to optimize its responses without impacting user experience.
Context Generation and Management
We developed a context generation system that prioritized relevance using advanced text summarization techniques. The generated contexts were indexed and stored efficiently, enabling quick retrieval and accurate answers to user queries.
Data Warehouse Dumping Script Performance
We optimized the dumping script by implementing batch processing and data compression techniques. This allowed us to transfer data in smaller, manageable chunks, reducing the load on the system. Additionally, we introduced encryption in the backend to ensure the privacy and security of the stored PDFs, addressing both performance and compliance requirements.