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Web & Mobile App for LLM-based First-Responder Product

Services Covered:

Mobile Application Development • UI/UX Design • Website Development
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Industry
Industry

Information Technology

Duration
Duration

5 months

Budget
Budget

50K - 199K

Client Size
Start Date

1 September 2023

Team Size
Team Size

6-10 Employees

Engagement Model
Engagement Model

Onshore

Project Capability Score (PCS)

gauge meter
82/100
Strong

Project Capability Score (PCS) estimates how capable Binariks Inc. is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

BlueVoice Inc.

mapSan Francisco, United States of America

Project Summary

Binariks designed and developed a web and mobile app for BlueVoice Inc., a seed-stage large language model company targeted at first responders, handling everything from prototyping to full product development. The engagement included user-story discovery, Figma designs, a 6–8 week prototype sprint and two months of full development using React Native, FastAPI, Python, AWS, and OpenAI APIs. The client launched pilot programs in two departments with 20 officers processing over 500 questions without crashes.

Key Challenges

  • Build initial designs and a prototype for sales calls
  • Develop the initial product supporting web and mobile platforms for law enforcement use

Project Deliverables

  • User stories and Figma designs
  • Prototype (main chat page)
  • Web application
  • Mobile application
  • AWS DevOps setup including Cognito and RDS integration
  • OpenAI API integration
  • Onboarding and knowledge transfer for full-time engineers

Project Solution

Binariks designed and developed the client's first product, running a comprehensive discovery to produce user stories and Figma designs, followed by a 6–8 week prototype sprint and roughly two months of full development. They implemented both web and mobile apps using React Native, FastAPI, and Python, set up AWS DevOps (including Cognito, RDS, and Textract) and integrated OpenAI APIs for ML. They also onboarded the client's full-time engineers and transferred knowledge.

Project Outcome

  • Launched pilot programs in two departments
  • 20 officers used the product to process over 500 questions without crashes
  • High marks for project management with on-time delivery and realistic expectations

Platforms

  • WebWeb
  • MobileMobile

Tech Stack

  • React NativeReact Native
  • Fast APIFast API
  • PythonPython
  • Amazon Web Services (AWS)Amazon Web Services (AWS)

Client Endorsement

Overall Review Rating

5star

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“Thanks to their new product, the client launched a pilot program in two departments, getting 20 officers to use it and process over 500 questions without crashes. Binariks provided realistic expectations and delivered on their promises. Overall, they were capable and excellent to work with.”

Amit Patankar

CTO, BlueVoice Inc. at BlueVoice Inc.

Note: This endorsement is based on publicly available client feedback from external review sources.

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