GenAI.Labs USA

BACKGROUND

Please describe your company and position.

I am the Sr. Machine Learning Engineer of Google

Describe what your company does in a single sentence.

Google is an American multinational technology company that specializes in search engine technology, online advertising, and cloud computing.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire GenAI-Studio to accomplish?

• Enhance efficiency in categorizing a high volume of cases
• Consult on existing AI processes within our department
• Automate the classification of incident categories from support cases using AI

SOLUTION

How did you find GenAI-Studio?

Referral

Why did you select GenAI-Studio over others?

• Close to my geographic location
• Good value for cost
• Referred to me
• Company values aligned

How many teammates from GenAI-Studio were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

GenAI-Studio was tasked with designing and implementing a machine learning-based case classification system for our team. The objective was to automate the identification of incident categories from support cases and reduce the dependency on manual classification. 

• Data Analysis and Preprocessing
• Model Development
• Integration & Deployment
• Testing and Validation
• Training and Documentation

Key Deliverables:

• Automated Incident Categorization System: A fully functional and integrated AI-driven system that automates the classification of support cases.
• Custom Machine Learning Model: An NLP-based classification model, tailored to our specific case categories and incident types.
• Data Preprocessing Pipeline: A reusable and automated data preprocessing pipeline for continuous model updates and improvements.
• Performance Metrics Report: A detailed report outlining the system’s classification accuracy, precision, recall, and other relevant performance metrics.
• Documentation and Training Materials: Comprehensive user manuals, technical documentation, and training resources for the support team to effectively use the system

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Classification Accuracy:

Achieved a 98%+ accuracy rate in automatically categorizing incidents, significantly reducing misclassification compared to manual processes.

Reduction in Manual Effort:

Reduced the need for human intervention in the case categorization process  freeing up resources for more complex, value-added tasks.

Increased Case Throughput:

Enabled the support team to process more cases per day due to the automation of incident classification, increasing overall operational efficiency. 

Describe their project management. Did they deliver items on time? How did they respond to your needs?

I loved working with them. They were honest, delivered  on time and were conistantly professional. They maintained clear communication throughout; we had regular status meetings and recieved updates promptly. We had a few challenges, as can be expected in complex projects, and they were upfront about them and proactive. 

What was your primary form of communication with GenAI-Studio?

• In-Person Meeting
• Virtual Meeting

What did you find most impressive or unique about this company?

Their combination of deep technical skill and professionalism as a firm. They are amazing at creative problem-solving, and their infrastructure makes it easy to underestand what is happenign and why. It felt clear they have been doing this at a professional level for a long time. 

Are there any areas for improvement or something GenAI-Studio could have done differently?

They were fantastic. They are not as cheap as offshore firms, but they are well worth it. 

BACKGROUND

Introduce your business and what you do there.

I’m a studio operations associate at ClaylaTLV, a pottery painting company. We’re Tel Aviv’s first paint-your-own pottery studio, offering in-studio and off-site pottery painting experiences for individuals, groups, and corporate events.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with GenAI.Labs USA?

We needed help designing and developing a website with integrated reservation and booking software to manage our events and workshops.

SOLUTION

What was the scope of their involvement?

GenAI.Labs USA worked with us to build a custom website that reflected our brand’s aesthetic while making it easy for visitors to discover upcoming events and reserve spots. They designed the full user experience, implemented a flexible backend reservation system, and ensured mobile responsiveness. Key deliverables included homepage and event landing page designs, calendar and reservation flows, an admin dashboard for managing bookings, and payment integration.

What is the team composition?

We worked with 2–5 teammates from GenAI.Labs USA.

How did you come to work with GenAI.Labs USA?

We found them through a referral. Their pricing fit our budget, they were a great culture fit, and they offered good value for the cost.

What is the status of this engagement?

We worked together from August–October 2025.

RESULTS & FEEDBACK

What evidence can you share that demonstrates the impact of the engagement?

The new website streamlined how we managed events and dramatically improved our booking flow. Customers commented on how easy it is to use, and internally, we’ve saved hours of manual coordination each week thanks to the automated system. We probably saved around four hours a week in bookings and increased bookings by 20%.

How did GenAI.Labs USA perform from a project management standpoint?

GenAI.Labs USA’s project management was great — they had clear timelines, quick iterations, and thoughtful check-ins. They were responsive to our evolving needs and gave creative input that elevated the final product. We primarily communicated through virtual meetings.

What did you find most impressive about them?

Their ability to blend strong technical skills with a deep understanding of creative branding really stood out. They took the time to understand our vibe and built something that felt both stylish and functional.

Are there any areas they could improve?

No, they nailed it. We’d definitely work with them again.

BACKGROUND

Please describe your company and position.

 I am the former Software Engineer of an arts, entertainment & music company 

Describe what your company does in a single sentence.

The company creates immersive interactive entertainment, producing globally beloved games, consoles, and digital experiences that push the boundaries of storytelling and play.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire GenAI.Labs USA to accomplish?

• We brought on GenAI.Labs to explore the feasibility of using AI to analyze community sentiment around game launches and updates. The idea was to run a lightweight experiment that could surface early signals from Reddit, Discord, and our official forums to better understand player reactions in near real-time.

SOLUTION

How did you find GenAI.Labs USA?

Referral

Why did you select GenAI.Labs USA over others?

Great culture fit

How many teammates from GenAI.Labs USA were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

GenAI.Labs developed a small-scale prototype that scraped and processed user discussions from selected public channels. Using clustering and sentiment analysis techniques, they grouped posts by theme and emotional tone, helping us quickly identify patterns in community response. Deliverables included a working sentiment clustering model, a sample dashboard visualizing discussion trends, and a short internal report outlining potential next steps.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The experiment gave us new ways to visualize player sentiment across fragmented communities and helped validate that early reaction data could be structured and surfaced without manual moderation. While still in exploratory stages, it showed strong potential for deeper, scalable insights in the future.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The team was responsive, fast-moving, and transparent throughout. They worked well with our internal stakeholders, clearly communicated scope and limitations, and delivered everything on time.

What was your primary form of communication with GenAI.Labs USA?

Virtual Meeting

What did you find most impressive or unique about this company?

GenAI.Labs impressed us with their ability to move quickly on an experimental idea, deliver meaningful results without overpromising, and explain the technical underpinnings in a way that was accessible to both our product and community teams.

Are there any areas for improvement or something GenAI.Labs USA could have done differently?

Not from this engagement. It was a tightly scoped experiment, and they handled it with clarity and professionalism from start to finish.

BACKGROUND

Please describe your company and position.

I am the Sr. Data Scientist of Quantum Metric

Describe what your company does in a single sentence.

Quantum Metric is an American Software as a service company that provides a Cloud computing service for companies to build, test, and fix digital products.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire GenAI.Labs to accomplish?

• Leverage AI to enhance user behavior analysis
• Improve predictive analytics for customer journeys
• Automate insights for faster data-driven decisions
• Implement AI models for personalization at scale

SOLUTION

How did you find GenAI.Labs?

Referral

Why did you select GenAI.Labs over others?

• Pricing fit our budget
• Great culture fit
• Good value for cost

How many teammates from GenAI.Labs were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

:We partnered with GenAI Labs to enhance our AI-driven analytics capabilities for optimizing customer journeys. They developed and implemented predictive models that analyzed user behavior in real time, enabling us to personalize experiences at scale. This  included a predictive analytics engine, automated insights generation, and a custom dashboard that provided a comprehensive view of customer interactions. Their expertise allowed us to move faster with data-driven decisions, transforming our approach to customer experience optimization.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

We saw a significant improvement in customer journey insights. Predictive accuracy improved , allowing us to anticipate user behavior more effectively, and automated insights cut analysis time. Personalization efforts were optimized, increasing user engagement and satisfaction. The AI models also helped us to adjust in real-time, providing better-targeted experiences and yielding measurable improvements in customer retention and satisfaction.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

They were awesome. The team was proactive, organized, and transparent about progress. Eitan provided clear communication and regular updates, and they were quick to address any questions or adjustments we needed.

What was your primary form of communication with GenAI.Labs?

• In-Person Meeting
• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

eir technical expertise and client-centered approach were impressive. They brought advanced AI knowledge and an ability to adapt complex models to fit our specific needs in customer journey optimization. They were reliable, transparent, and always accessible, fostering a reassuring and productive collaboration

Are there any areas for improvement or something GenAI.Labs could have done differently?

We were extremely satisfied with their work and have no major suggestions for improvement.