Sonomics

BACKGROUND

Please describe your company and position.

I am the SMM manager of Incode Group

Describe what your company does in a single sentence.

Incode Group is an IT company specializing in the development of websites, applications, and digital products, focusing on high-quality code, modern UX/UI, and effective business solutions.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Sonomics to accomplish?

• Sonomics provided end-to-end machine learning development, including data preprocessing, feature engineering, model training and validation, deployment, and monitoring. They also handled cloud integration, CI/CD setup, automated testing, and ML experiment tracking.

SOLUTION

How did you find Sonomics?

no clutch

Why did you select Sonomics over others?

• Pricing fit our budget
• Good value for cost

How many teammates from Sonomics were assigned to this project?

12

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

We collaborated with Sonomics on developing an advanced Python-based machine learning solution aimed at automating critical decision-making processes within our platform. From the beginning their team demonstrated exceptional technical depth and a strong product-oriented mindset. Their engineers ensured reproducibility of experiments using MLflow, implemented automated testing and set up CI/CD pipelines that significantly improved development stability.

RESULTS & FEEDBACK

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

Sonomics delivered a full end-to-end ML pipeline from data preprocessing and feature engineering to model training, validation and deployment. They used a modern and scalable Python stack, including FastAPI, Pandas, NumPy, scikit-learn, PyTorch and integrated the solution seamlessly into our cloud environment via Docker and AWS Lambda.

Their engineers ensured reproducibility of experiments using MLflow, implemented automated testing and set up CI/CD pipelines that significantly improved development stability.

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

Communication throughout the project was excellent: structured weekly syncs, proactive updates and clear explanations of technical decisions. Sonomics handled requirement changes smoothly, suggested smarter architecture options and demonstrated a genuine commitment to delivering a robust and scalable product. Thanks to their expertise and disciplined execution we launched the solution earlier than planned and immediately observed improved operational efficiency and strong user feedback. Sonomics proved to be a highly reliable and technologically advanced partner. We strongly recommend them for ML-driven products, AI automation initiatives and complex Python development projects.

What was your primary form of communication with Sonomics?

• Virtual Meeting
• Email or Messaging App

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

We were especially impressed with their ability to translate complex ML concepts into practical business outcomes. The team prepared detailed model performance reports, optimized inference latency and deployed a monitoring layer that tracks accuracy drift and system health in real time.

Are there any areas for improvement or something Sonomics could have done differently?

We see no room for improvement, we are satisfied with the cooperation.

BACKGROUND

Please describe your company and position.

 I am the CEO of a software company 

Describe what your company does in a single sentence.

Web & Mobile Development

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Sonomics to accomplish?

• Build a secure and scalable financial software solution
• Launch the product quickly with a smooth user experience
• Ensure stable performance to validate the business model and gather early user feedback

SOLUTION

How did you find Sonomics?

Online Search

Why did you select Sonomics over others?

• Pricing fit our budget
• Good value for cost

How many teammates from Sonomics were assigned to this project?

6-10 Employees

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

We hired Sonomics to help us build a secure and scalable сustom financial software solution that would meet regulatory & data protection requirements and support the customer's business growth.

The primary objective was to quickly bring a reliable, market-ready product to life, with well-designed workflows and a seamless user experience.

Delivering on time and with stable performance was critical, as it allowed to validate the business model with real users, collect early feedback, and make informed decisions about further product development.

RESULTS & FEEDBACK

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

The software solution was delivered on time, performed reliably and received highly positive feedback from users. The stability of the system and fast response times confirmed the quality of implementation

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

Project management was smooth and transparent. All milestones were delivered on schedule, communication was quick and the team adapted easily to changes and new requirements

What was your primary form of communication with Sonomics?

• Virtual Meeting
• Email or Messaging App

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

What impressed us most about Sonomics was their combination of deep technical expertise and a product-oriented mindset. They not only delivered high-quality code in Python and React but also provided strategic guidance, suggested improvements, and proactively helped shape the platform to meet business goals. Their professionalism, organization, and responsiveness set them apart.

Are there any areas for improvement or something Sonomics could have done differently?

We worked with Sonomics on a specialized custom financial software solution and the collaboration went very well. The team demonstrated strong technical expertise, used modern tools and confidently handled the product logic and security aspects, which is important in fintech.
Communication was clear and fast, they responded flexibly to changes throughout the project.
The solution was delivered on time. The users responded very positively, which was our main goal.
Sonomics proved to be a reliable and professional partner, so I currently see no things I'd love to make work better

BACKGROUND

Please describe your company and position.

I am the CEO of Cortance

Describe what your company does in a single sentence.

We connect businesses with the right talent for their specific needs through a flexible cooperation model. Whether it's building a new product, scaling a tech team, or providing ongoing development support, our vetted remote developers are ready to join new projects.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Sonomics to accomplish?

• We hired Sonomics to develop an end-to-end AI solution in Python, including data processing, model training, accuracy optimization, and integration into our product. Sonomics was responsible for research, model experimentation, and creating a functional MVP.

SOLUTION

How did you find Sonomics?

Referral

Why did you select Sonomics over others?

• Pricing fit our budget
• Good value for cost

How many teammates from Sonomics were assigned to this project?

6-10 Employees

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

Sonomics handled the complete development of our AI solution. Their scope included data collection and preprocessing, building and training machine learning models in Python, evaluating accuracy, and optimising performance. They also delivered a fully documented codebase, deployment-ready scripts, and a validated ML model integrated into our system. Key deliverables included: a preprocessing pipeline, ML model, performance reports, and production-ready Python modules.

RESULTS & FEEDBACK

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

The project progressed from a research concept to a fully functional AI MVP. The model reached a stable production-ready accuracy level, the pipeline became fully automated, and we now have clear performance benchmarks and documentation that we use internally for further development.

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

They were highly responsive to our needs, quickly adapting to new requirements and adjusting the development plan when needed without slowing down delivery. Their level of transparency and reliability made the collaboration smooth and predictable, and we always felt fully aligned on priorities, timelines and expectations.

What was your primary form of communication with Sonomics?

• Virtual Meeting
• Email or Messaging App

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

What impressed us most about Sonomics was its ability to combine deep technical expertise with fast, reliable execution. 

Are there any areas for improvement or something Sonomics could have done differently?

Sonomics consistently proposed smart solutions, anticipated challenges before they appeared and delivered work that exceeded our expectations. Their communication, professionalism, and ownership of the project made them stand out from other teams we’ve worked with. Their ability to take ownership, think proactively and suggest smarter, more efficient solutions made them feel more like a strategic partner than just a development vendor.

BACKGROUND

Please describe your company and position.

I am the Head of Sales of ValthSolutions

Describe what your company does in a single sentence.

At ValthSolutions, we design and build platforms that not only meet investor expectations but are built to scale. Our edge lies in our integrated, end-to-end approach across:
- Product Design
- Data-Driven Growth Strategy
- Full-Cycle Software Development
- Performance Marketing & User Acquisition

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Sonomics to accomplish?

• To develop a custom SaaS platform that automates key business processes.
• To ensure a seamless, user-friendly product through strong UI/UX design and stable performance.
• To accelerate time-to-market with an efficient, structured, and flexible development approach.

SOLUTION

How did you find Sonomics?

Referral

Why did you select Sonomics over others?

Company values aligned

How many teammates from Sonomics were assigned to this project?

2-5 Employees

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

We collaborated with Sonomics on developing a custom SaaS platform for business process automation. The team impressed us with their deep technical expertise, modern tech stack and strong product mindset.
They combined excellent frontend and backend development, UI/UX design and testing, ensuring a smooth and stable release. Communication was clear and proactive throughout the project. They always stayed in touch, suggested improvements and handled changes effectively.
Thanks to their structured approach and flexibility, we launched earlier than expected and achieved great user feedback.
Overall, Sonomics proved to be a reliable and professional IT partner. We highly recommend them for complex digital projects and long-term collaboration.

RESULTS & FEEDBACK

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

The platform was launched ahead of the planned schedule, demonstrating strong project efficiency.
Positive user feedback confirmed high product quality and usability.
The implemented automation led to improved business process efficiency and smoother operations.

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

Sonomics demonstrated excellent project management throughout the engagement. They maintained clear and proactive communication, regularly sharing updates and addressing feedback promptly. The team was flexible and responsive to changing requirements, always suggesting practical improvements. Thanks to their structured approach and efficient coordination, all deliverables were completed on time, with the project launched earlier than expected.

What was your primary form of communication with Sonomics?

Virtual Meeting

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

What impresses us most about Sonomics is their combination of deep technical expertise and a strong product mindset. They didn’t just execute tasks — they actively contributed ideas and improvements to enhance the final product. Their balanced focus on quality, communication, and flexibility made collaboration seamless and resulted in a highly successful, early launch.

Are there any areas for improvement or something Sonomics could have done differently?

Overall, our experience with Sonomics was very positive, and there were no major issues. If anything, more detailed documentation during certain development stages could have made future maintenance even easier. That said, their responsiveness and willingness to adapt quickly addressed any minor gaps along the way.