How did we help Behavely Build the Best AI Tool

How did we help Behavely Build the Best AI Tool

How did we help Behavely build the
best AI tool

Empowering Ideas, Engineering Excellence: Your Vision, Our Code.

Empowering Ideas, Engineering Excellence: Your Vision, Our Code.

Million+
Traffic Handling Capacity

2.3 Seconds
Page load

1.5%
Error Rate

4.3 Star
iOS Apple Store

Million

Million+

About Behavely

Behavely AI is a tool that helps you analyze your leads' behaviour before

you get on a meeting with them. Behavely AI uses, LinkedIn as a

primary source to scan there activity and give insights on

behaviour using AI.

Challenges for Rushlink

Challenges for Rushlink

  • Build Software products in budget

  • Build Scalable & Stable chrome extension

  • Deployments and Development

  • Data Privacy

  • Build Software products in budget

  • Build Scalable & Stable chrome extension

  • Deployments and Development

  • Data Privacy

Website

Office

Business Type:

Michigan

Social Media App

Background

  • Behavely AI wanted to build a stable and scalble chrome extension

  • The project needed to be completed within a timeframe of 3 months, with chrome extension, and web app
    deployed

Million+

Our Observation

  • Project Initiation:

    • The initial phases involved extensive discussions to understand the client's vision, target audience, and

      unique selling points for the ap

    • A comprehensive project scope and roadmap were established, outlining key features, milestones

    • , and deliverables.


  • Development Process:

    • Agile methodologies were adopted, allowing for iterative development and continuous client feedback.

    • Regular sprint reviews and client meetings were conducted to ensure alignment with expectations and

    • address any

      emerging concerns promptly.


  • Technology Stack:

    • The development team selected a robust and scalable technology stack to accommodate potential

    • future growth.

    • Integrations with popular third-party services, such as authentication providers and analytics tools,

    • were seamlessly incorporated.


  • Content Moderation:

    • The software development company implemented a comprehensive content moderation system,

    • combining automated

      tools with human oversight.

    • Regular updates and adjustments were made to the moderation algorithms to adapt to emerging

    • patterns of user-generated content.


  • Testing and Quality Assurance:

    • Rigorous testing was conducted at each development stage to identify and rectify bugs promptly.

    • Performance testing ensured the app's responsiveness under varying user loads, providing a

    • smooth experience even

      during peak usage periods.

  • Project Initiation:

    • The initial phases involved extensive discussions to understand the client's vision, target audience, and

      unique selling points for the ap

    • A comprehensive project scope and roadmap were established, outlining key features, milestones, and deliverables.


  • Development Process:

    • Agile methodologies were adopted, allowing for iterative development and continuous client feedback.

    • Regular sprint reviews and client meetings were conducted to ensure alignment with expectations and address any

      emerging concerns promptly.


  • Technology Stack:

    • The development team selected a robust and scalable technology stack to accommodate potential future growth.

    • Integrations with popular third-party services, such as authentication providers and analytics tools, were seamlessly incorporated.


  • Content Moderation:

    • The software development company implemented a comprehensive content moderation system, combining automated

      tools with human oversight.

    • Regular updates and adjustments were made to the moderation algorithms to adapt to emerging patterns of user-generated content.


  • Testing and Quality Assurance:

    • Rigorous testing was conducted at each development stage to identify and rectify bugs promptly.

    • Performance testing ensured the app's responsiveness under varying user loads, providing a smooth experience even

      during peak usage periods.

Our Analysis

  • Challenges and Solutions:

    • Training AI models emerged as a major challenge for us, was training LLM models, the training was based on a zero shot approach

      method.

    • We had to make sure that the training was complete within time, thereby allowing us to build the webapp and chrome extension.


  • User Engagement

    • The user interface design, with its focus on simplicity and aesthetics, contributed to positive user engagement..

    • Regularly soliciting user feedback and incorporating user-driven features helped in maintaining a high level of user satisfaction.


  • Continuous Improvement:

    • The development team demonstrated a commitment to continuous improvement by addressing feedback

      promptly and incorporating lessons learned from each development cycle.


  • Scalability and Future Readiness:

    • The chosen technology stack demonstrated scalability, ensuring that the app could handle increased user loads

      as the community grew.

    • The company's focus on staying abreast of technological advancements positioned the app for

      future updates and integrations.


Pre Stage

Time

Technology Used

After Research and Requirements

First 3 months

Python, React Js & Native, AWS

  1. Feedback Look

User-Centric Design: Prioritized a user-centric design approach, involving

the client in wireframing and prototyping stages. This ensures the app aligns

with the client's vision and provides an intuitive interface for users.

Agile Methodology: Adopt an Agile development methodology to facilitate

continuous collaboration and adaptability. Break down the development

process into sprints, each delivering specific features, allowing for regular client

feedback and adjustments.

Re-Scalable Technology Stack: Made changes to the

technology stack to accommodate potential growth. This ensures

the app can handle increased user loads and evolving

technological requirements.

Challenges we faced

  • Managing changes and additions to the project scope was challenging. Frequent alterations

to requirements affected timelines and resource allocation.

  • We had to spend huge amount of time to train the model to at least 95% accuracy. That involved

    lots of time and workforce.

Our Strategy and Solutions

Stage

Time

Build Version

After Every Sprint is completed

First 3 months

v1.0

Comprehensive Testing: Implemented rigorous testing at each development

stage to identify and rectify bugs promptly. This included functional testing,

performance testing, and security testing to ensure a reliable and secure

application.

User Feedback Loops: Established user feedback loops during the testing phase

to gather insights on usability and identify any issues not caught through

automated testing. This ensures the app meets user expectations and provides

a positive experience.

  1. Testing:

Stage

Time

Build Version

After local testing is done,

things are deployed to aws

First 3 months

v1.0

  1. Deployment

Gradual Rollout: Planned a gradual rollout of the app to manage potential
issues and monitor user feedback. Start with a smaller user base

and scale up progressively to ensure a smooth deployment process.

Cross-Platform Consistency: Prioritized cross-platform consistency by

adhering to interface guidelines for web, iOS, and Android. This ensured

a seamless user experience regardless of the device used.

Pre Stage

Time

Technology Used

After Research and Requirements

First 3 months

Python, React Js & Native, AWS

  1. Development

User-Centric Design: Prioritize a user-centric design approach, involving

the client in wireframing and prototyping stages. This ensures the app aligns

with the client's vision and provides an intuitive interface for users.

Agile Methodology: Adopted an Agile development methodology to facilitate

continuous collaboration and adaptability. Break down of the development

process into sprints, each delivering specific features, allowing for regular client

feedback and adjustments.

Scalable Technology Stack: We selected a robust and scalable

technology stack (AWS) to accommodate potential growth. This ensured

that the app can handle increased user loads and evolving

technological requirements.

Million+
Traffic Handling Capacity

1.5%
Error Rate

2.3 Seconds
Page Load

What went best?

Scalable Technology Stack:


The selection of a robust and scalable technology

stack ensured the app's performance could handle

the growing user base. This contributed to a smooth

user experience, even during peak usage periods.

User Engagement and Community Building:


The user-centric design and regular user feedback

loops resulted in positive user engagement. Fostering

a sense of community through features like user

reporting and community forums contributed

to a vibrant user base.

What didn't?

The Ai model didint meet the clients expectations

so we had to spend extra workforce and our shares

from the profit maring to make things work. Luckily

we were able to deliver the product in time.

Final Result

About Rushlink

Challenges

Social media platform streamlining campus

organization membership and engagement,

while providing brands a unique channel to

connect with influential college audiences.

Build Software products in budget

  • Build Scalable & Stable mobile/web application

  • Deployments and Development

  • Data Privacy

Website

Location

Business Type

https://rushlinklife.com

Michigan

Social Media App

Background

  • Rushlink had a tight timeline of 4 months,

    and the app had many features

  • They were unable to find a trusted software

    development agency that could

    take guarantee of quality

Our Observation

Project Initiation:

  • The initial phases involved extensive

    discussions to understand the client's vision,

    target audience, and unique selling

    points for the app

  • Comprehensive project scope and

    roadmap were established, outlining

    key features, milestones, and deliverables.


Development Process:

  • Agile methodologies were adopted,

    allowing for iterative development and

    continuous client feedback.

  • Regular sprint reviews and client

    meetings were conducted to ensure

    alignment with expectations and

    address any

    emerging concerns promptly.


Technology Stack:

  • The development team selected a

    robust and scalable technology stack

    to accommodate potential future growth.

  • Integrations with popular third-party

    services, such as authentication

    providers and analytics tools,

    were seamlessly incorporated.


Content Moderation:

  • The software development company

    implemented a comprehensive content

    moderation system, combining automated

    tools with human oversight.

  • Regular updates and adjustments

    were made to the moderation algorithms

    to adapt to emerging patterns

    of user-generated content.


Testing and Quality Assurance:

  • Rigorous testing was conducted at

    each development stage to identify

    and rectify bugs promptly.

  • Performance testing ensured

    the app's responsiveness under varying

    user loads, providing a smooth

    experience even

    during peak usage periods.

Challenges we faced

  • Managing changes and additions to

    the project scope was challenging. Frequent

    alterations to requirements affected

    timelines and resource allocation.

  • Integrating various features such as

    real-time messaging, multimedia content

    sharing, and complex algorithms for

    personalized content delivery could

    have posed technical challenges,

    requiring careful consideration and testing.

Our Analysis

Challenges and Solutions:


  • Content moderation emerged as a complex

challenge, but the proactive approach to

continually refine moderation algorithms

and incorporate user reporting mechanisms

helped maintain a safe environment.

  • Adapting to changing user preferences and

    platform trends required a proactive stance,

    necessitating

    regular updates and feature enhancements.


User Engagement

  • The user interface design, with its focus

    on simplicity and aesthetics, contributed

    to positive user engagement.

  • Regularly soliciting user feedback and

    incorporating user-driven features helped

    in maintaining a high level of user satisfaction.


Continuous Improvement:

  • The development team demonstrated a

    commitment to continuous improvement

    by addressing feedback

    promptly and incorporating lessons

    learned from each development cycle.


Scalability and Future Readiness:

  • The chosen technology stack

    demonstrated scalability, ensuring

    that the app could handle increased user loads

    as the community grew.

  • The company's focus on staying abreast

    of technological advancements positioned

    the app for future updates and integrations.



Our Strategy

and Solutions

  1. Developement

  1. Testing

  1. Deployment

  1. Feedback Loop

Gradual Rollout: Plan a gradual rollout of

the app to manage potential issues

and monitor user feedback. Start with

a smaller user base and scale up

progressively to ensure a smooth

deployment process.

Cross-Platform Consistency: Prioritize

cross-platform consistency by

adhering to interface guidelines for web,

iOS. This ensures a seamless user experience

regardless of the device used.

User-Centric Design: Prioritize a user-centric

design approach, involving the client in

wireframing and prototyping stages.

This ensures the app aligns

with the client's vision and provides an intuitive

interface for users.

Agile Methodology: Adopt an Agile development

methodology to facilitate

continuous collaboration and adaptability.

Break down the development

process into sprints, each delivering

specific features, allowing for regular client

feedback and adjustments.

Scalable Technology Stack: Select a robust and

scalable technology stack to accommodate

potential growth. This ensures

the app can handle increased user loads

and evolving technological requirements.

Comprehensive Testing: Implement rigorous

testing at each development stage to identify

and rectify bugs promptly. This includes

functional testing, performance testing,

and security testing to ensure a reliable and secure

application.

User Feedback Loops: Establish user feedback

loops during the testing phase

to gather insights on usability and identify

any issues not caught through

automated testing. This ensures the app

meets user expectations and provides

a positive experience.

What went best?

User-Centric Design: Prioritize a user-centric

design approach, involving the client in

wireframing and prototyping stages.

This ensures the app aligns

with the client's vision and provides an

intuitive interface for users.

Agile Methodology: Adopt an Agile development

methodology to facilitate continuous collaboration

and adaptability. Break down the development

process into sprints, each delivering specific

features, allowing for regular client

feedback and adjustments.

Scalable Technology Stack: Select a robust and

scalable technology stack to accommodate

potential growth. This ensures

the app can handle increased user load

and evolving technological requirements.

Scalable Technology Stack:


The selection of a robust and scalable technology

stack ensured the app's performance could handle

the growing user base. This contributed to a smooth

user experience, even during peak usage periods.

User Engagement and Community Building:


The user-centric design and regular user feedback

loops resulted in positive user engagement.

Fosteringa sense of community through

features like user reporting and community

forums contributedto a vibrant user base.