endorsedCompleted

Generative AI Integration for Haystack Mobile App

Services Covered:

AI and Machine Learning • Mobile Application Development • API Development

Industry

Business Consulting & Services

Duration

4 months

Budget

10K - 49K

Start Date

1 March 2025

Team Size

1-5 Employees

Engagement Model

Offshore

Project Capability Score (PCS)

87/100

Strong

Project Capability Score (PCS) estimates how capable Inexture Solutions 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

Haystack

Los Angeles, United States of America

Project Summary

INEXTURE Solutions Limited developed and integrated generative AI into a digital workplace platform's mobile app, designing the backend, training AI models, and integrating APIs using Node.js and Python. The engagement improved search accuracy and made onboarding and navigation easier; user feedback was very positive and engagement metrics increased by roughly 40%. The vendor delivered work on time, communicated proactively, and provided direct access to an AI architect for technical discussions.

Key Challenges

Enhance the mobile app by integrating generative AI to make it more intuitive and engaging for employees
Create a smarter intranet experience that understands user queries and generates personalized responses
Simplify knowledge discovery across the organization

Project Deliverables

Designed backend architecture
Trained AI models
Embedded generative AI into the mobile app
Backend and API integration
Post-implementation support and alignment with existing platforms

Project Solution

INEXTURE Solutions Limited developed generative AI capabilities for the client's mobile app by designing the backend architecture, training AI and NLP models (including Llama, OpenAI's GPT, and custom fine-tuned transformers), and embedding the generative AI into the app. They implemented backend and API integrations using Node.js and Python, aligned AI features with existing platforms to fit the employee experience, and provided post-implementation support.

Project Outcome

Engagement metrics on the mobile platform increased by roughly 40%
Search queries became faster and more accurate
User feedback was very positive and overall satisfaction with the team's work was high
The vendor delivered on time and was proactive in addressing issues

Platforms

Mobile

Tech Stack

Node.js
Python

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“INEXTURE Solutions Limited's work received positive user feedback and increased engagement metrics by 40%. The team was professional, delivered on time, proactively addressed issues, and quickly implemented changes. Their technical expertise and collaboration skills impressed the client.”
Ron Lesham
CEO
Date: 08/20/2025