NLU based Textual Analysis | MONALISA THAKUR

NLU based Textual Analysis and Summarization Platform

Intelligent Process Automation (IPA) is designed to assist human workers in doing manual, repetitive, and routine tasks that humans previously performed. Stride.io empowers businesses by enhancing productivity with the prowess of AI-driven intelligent automation. Their niche lies in providing modular solutions tailored to various business needs.

One of the key foundational elements in the project was based on natural language understanding (NLU). At its core, NLU empowers machines to comprehend the literal meaning of words and the contextual subtleties that make human communication rich and complex.

The Challenge

Conceptualise and create platform demos that effectively showcase the foundational concepts and components of Textual Analysis and Summarization platform.

Client

Stride.io

Role

UX designer

Value Delivered

The focus was designing interactive demonstrations highlighting key features and user interactions, providing stakeholders a tangible understanding of the platform's capabilities.Balancing complexity with intuitiveness in a Minimum Viable Product (MVP) workflow was a crucial challenge.Three of the modules that we worked on were

TEXT SUMMARISATION

Given a text, summarise it in bullet points for quick interpretation

ENTITY EXTRACTION

Identify various types of entities in the given text.

SENTIMENT ANALYSIS

Scoring text on a Very Negative, Negative, Neutral, Positive, and Very Positive scale.

Approach

Every project necessitates a customized approach to achieve the desired solution and experiences. For Stride, we have embraced the following approaches.

Stakeholder Interview

Touching upon all the relevant aspects from the stakeholder and user perspective: their needs, challenges, context, and opportunities

Technological Inquiry

Understanding the concepts of NLU and its various use cases

Competition Analysis

Studying products, systems and platforms with related or similar purposes. Helped us understand various use cases and interacivity

Product Roadmap

Based on our client's strategic roadmap,we developed a Product requirement document.

Deliverables

The process was complex. Our main challenges were to design an intuitive workflow and make a user-friendly and unobtrusive interface.The deliverable are as follow.

01

Sitemap

Since the client already had a PoC developed we established the hierarchy and developed the site map

02

Task flow & User Flow

identifying the main flow of users when completing a task helps direct focus on designing specific pages. By creating task flows that center on key functions of website, we were able to think through the necessary steps and examine the user experience in details.

03

UI requirement document

A UI requirement document was created listing out all the pages and UI elements

04

Mid-fidelity prototype & Testing

Focusing on the hierarchy before applying the visual design so that IA is consistentt

05

Hi-fidelity prototype

Based on the brand guidelines,Hi fidelity prototypes were created.

06

UI kit

The UI kit have the style guide and the responsive UI element for developer handoff