AI Superior

BACKGROUND

Please describe your company and your position there.

CEO of a mobile app development company.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire AI Superior, and what were your goals?

I appointed AI Superior team to help us with data modeling aspects for one of our released mobile applications. The challenge we had was to understand the audience, their activity patterns and validate hypotheses if we could use these insights to decrease churn and increase user engagement level.

SOLUTION

How did you select this vendor and what were the deciding factors?

I was recommended to approach AI Superior as very reliable and professional AI and ML service provider. We had an intro call where their technical lead presented us a similar use case they executed in the past. This was very similar to what we required, the tech requirements were almost identical though the data interfaces had to be adjusted. The process and the pricing was very transparent, so we decided to start.

Describe the scope of work in detail, including the project steps, key deliverables, and technologies used.

AI Superior actually helped us with defining the scope of work since for us it was a new field. So, we jointly designed the scope of work document that included requirements and data analysis, data exploration, customer segmentation model design, churn model design and one more package related to engagement level increase – this was more experimental one, to test our hypothesis. The tech stack was pretty straightforward: it was python code base with custom made visualization. The inference was running on AWS EC2 machine.

How many resources from the vendor's team worked with you, and what were their positions?

The team was quite small: 1 tech lead and 1 Senior Data Scientist.

RESULTS & FEEDBACK

Can you share any measurable outcomes of the project or general feedback about the deliverables?

The outcome was extremely important for us as it provided a lot of insights about our current customers as well as allows us to make decisions towards user engagements based on ML models scores.

Describe their project management style, including communication tools and timeliness.

Since we are a tech company as well, for us it was important to maintain similar processes and operation mode when working with AI Superior. So, we just continued our scrum with two weeks iterations integrating it with AI Superior bi-weekly deliveries. The response and communication were always smooth.

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

I was impressed with the expertise that the AI Superior team had. This is definitely something unique. They are true data professionals.

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

All were on the top level.

BACKGROUND

Please describe your company and your position there.

I'm the founder and CEO of Firnas Aero, a drone system service provider for B2B and B2G clients, in areas of inspection, surveillance, and delivery.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire AI Superior, and what were your goals?

For one of our large semi-governmental customers, we were required to build an automated analytical pipeline to analyze drone images and detect various objects on the ground. We appointed AI Superior for creating this automated pipeline since we were confident in their exceptional capabilities and excellence when it comes to machine learning development.

SOLUTION

How did you select this vendor and what were the deciding factors?

Since it was a very important project, we were selecting vendors very carefully. We approached multiple companies communicating our requirements but they were just unable to provide a suitable solution motivating it to have an “extremely high level of complexity”. When we approached AI Superior, we could instantly recognize that these guys know their job well.

They showed us several demos of existing systems they have built and then could directly demonstrate how their analytical components work with our data. They conducted a quick feasibility study that was very convincing. The guys from AI Superior were transparent and openly shared all the details about the potential project, technologies, risks, etc. It was very clear to me that it was the right vendor to work with. In the end, it turned out that it was the right decision to go with them.

Describe the scope of work in detail, including the project steps, key deliverables, and technologies used.

The scope of work included developing the whole system starting from data ingestion and ending up with results representation. So, the AI Superior team developed all the infrastructural components to manage data in a cloud, created a computer vision model to detect required objects from drone images, and designed a GIS dashboard to consume all the results – one could click on markers, see detected objects, provide additional information, etc. So, in the end, it was a very interactive system that didn’t require any specific knowledge from the user to work with it.

How many people from the vendor's team worked with you, and what were their positions?

We were lucky to work directly with their principal data scientist who was leading the project. He was able to convey all the information on the level that was comfortable to us and dive into details when required. Overall, it was 5 people involved in the project: two data scientists, a data engineer, a software developer, and a project lead.

RESULTS & FEEDBACK

Can you share any measurable outcomes of the project or general feedback about the deliverables?

The project resulted in a significantly positive ROI since the solution allowed to automate many processes where a human would be involved. The final customer was extremely satisfied with the overall solution and reported significant savings by utilizing it.

Describe their project management style, including communication tools and timeliness.

We had constant interaction with the project lead and when required having a tech person in our syncs. The process was organized in a scrum fashion, we had a sync call every two weeks to discuss progress and specify details. The team was always responsive and available to have an extra call when we requested them to communicate some new project details, etc.

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

The AI Superior team is very professional and competent — they could guide and consult us through the whole process. I like their open communication style, it was very comfortable to work with them.

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

I don’t see that something could be done differently. You always see what you are paying for since the quality of the delivery is exceptional and the overall experience is on the top level.

BACKGROUND

Please describe your company and your position there.

I am the CEO and co-founder of an analytics consulting company. Focusing on developing analytics products for industry partners, as well as partnering with companies to define data analytics strategies.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire AI Superior?

In the very beginning of the project, we needed help to kick-start our analytics project. We required help to create the first predictive analytical models. We hired AI Superior to help us build those models and create the initial structure of the project.

SOLUTION

How did you select this vendor and what were the deciding factors?

AI Superior is a well-known analytics provider that has proven to be a good partner in previous projects. Based on this experience we decided to partner with them for this kind of project.

Describe the project in detail and walk through the stages of the project.

AI Superior was given the task to create a first analytical model for predictive analytics. We provided them access to the data ans asked them to build a first model that can be used for prediction.

In the first stage, they researched on different possibilities (algorithms) and presented us a couple of options to choose from with the pros and cons of each. This helped us to decide which model to go for.

Once decided, AI Superior build the framework with which we could use for the prediction. The initial modules were provided to us in Python notebooks and after a final review also as a Python project that we could easily integrate into our existing application.

How many resources from the vendor's team worked with you, and what were their positions?

Our main points of contact were the CEO and a data scientist that helped building the modules.

RESULTS & FEEDBACK

Can you share any outcomes from the project that demonstrate progress or success?

Using the analytical models from AI Superior helped us to deliver the first results to our customer in a very timely manner. Up until today the base for all our following models is the module created by AI Superior.

How effective was the workflow between your team and theirs?

Everything was completed on time and all the code was tested. The communication was flawless and on very friendly and kind basis. We had regular project updates that were always well prepared and showed the current progress.

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

AI Superior is a very reliable partner. They are able to deliver all the required results on time and within budget. The results were very structured and neatly prepared. The models themselves had an outstanding performance, which lead to us not needing to invest any further in them.

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

No

BACKGROUND

Please describe your company and your position there.

I am the founder and senior partner of DigitAI, a Xische & Co. company. We specialize in emerging technologies consulting and Innovation.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire AI Superior?

• Lead the Data Analysis and Investigation
• Identify Data trends, connections, and anomalies
• Assist in developing Use Cases for Machine Learning
• Develop a Pilot algorithm for Machine Learning

SOLUTION

How did you select this vendor and what were the deciding factors?

We partnered with AI Superior based on their previous experience and successful projects.

Describe the project in detail and walk through the stages of the project.

The project was for a very large client. They were interested in looking at one of their key applications to understand the ability to utilize Machine Learning & Artificial Intelligence for business gain. We teamed up with AI Superior in the data analysis, use case identification, and Algorithm development.

How many resources from the vendor's team worked with you, and what were their positions?

The leadership team was personally involved in the project. 2 - 3 people participated from their side.

RESULTS & FEEDBACK

Can you share any outcomes from the project that demonstrate progress or success?

The project successfully identified relevant Use Cases. During the project, we highlighted some data anomalies for the client to work on fixing. In the end, we delivered an Algorithm that will provide substantial cost savings upon deployment in production.

How effective was the workflow between your team and theirs?

We worked very effectively and felt like one big team even though we were in 2 different geographies.

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

Their deep Expertise in the field of BI, Data Science, and Machine Learning is impressive.

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

Nothing. They were responsive and willing to accommodate short time frames and turns in the project.

BACKGROUND

Please describe your company and your position there.

I am a Chief Architect at private company.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire AI Superior, and what were your goals?

For the platform we're developing, detecting human intent in email replies is vitally important and directly affects our customers revenue. The solution we used before had serious efficacy problems, it was also developed on top of third-party closed source software with very limited ability for improvement.

We really needed something more efficient, reliable and extendable.

SOLUTION

How did you select AI Superiorand what were the deciding factors?

We found AI Superior reviews in the internet and considered them along with a couple other companies. We've chosen AI Superior because their proposal was technically the strongest, also their level of expertise was really impressive.

Describe the scope of work in detail, including the project steps, key deliverables, and technologies used.

AI Superior designed and developed NLU component which is able to parse email reply and extract the human intent, along with the entities, such as date and time person suggested for a meeting. We started with discussing our requirements and they promptly came with proposal and statement of work.

We agreed to split the entire project onto three iterations (2-3 weeks each) with well defined deliveries in the end of every stage. The entire project went smoothly, AI Superior staff was very responsive and implemented some extra-features we identified we need later while development was ongoing.

They were also very colloborative during the final integration stage, providing great support and documentation.

How many people from the AI Superior team worked with you, and what were their positions?

There were three people in the core team including a project manager and two senior ML experts and developers.

RESULTS & FEEDBACK

Can you share any measurable outcomes of the project or general feedback about the deliverables?

AI Superior delivered final package in form of Python library ready to be packaged and integrated into our data processing pipeline. The efficacy of component was even slightly better than we agreed on. The level of support during the integration phase was amazing and included great documentation, knowledge transfer and suggestions regarding possible future improvements.

Describe their project management style, including communication tools and timeliness.

We had regular sync-up meetings via Zoom during the planning stage and in the end of each iteration. We also ran major part of communication via email. We've got all the deliveries committed directly to out private repositories and shared google drives.

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

Their team's expertise, responsiveness, and customer-centric approach have been impressive.

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

Nothing I can think of at this moment of time.

BACKGROUND

Please describe your company and your position there.

I’m the COO of Cycled Technologies AS. At Cycled, we develop waste collection technologies that sort recyclables out of general waste stream right at the point of disposal. This technology uses AI to detect different waste types and hence has Machine Learning and Data Science as major developmental components

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire AI Superior?

We experienced fluctuations in the detection accuracy of our AI algorithm as we increased our dataset and required a consult to point out the best procedure to manage the dataset augmentation procedure.

What were your goals for this project?

We aimed for the maximum possible detection accuracy with the minimum possible dataset size. We also aimed to extend our detection capability to fine features embedded on the waste items

SOLUTION

How did you select AI Superior?

We found AI Superior via a LinkedIn search for consultants in the AI and ML field. This search resulted in a shortlist of 3 candidates but we settled for AI Superior after the first call as that solidified our confidence in their capability.

Describe the project in detail.

Once selected, we signed an NDA and setup a discovery meeting. This was followed by data sharing and a mock process flow by the vendor. After about 2 weeks, we received a model mimicking our setup and highlighting optimisation routes. Subsequently, the project deliverables and time frame were drawn up and agreed upon.

What was the team composition?

Initially we were provided with a project manager as our main point of contact. The first meeting was attended by a highly technical top level executive. Subsequently, we were attended to by two top level CV experts and a project manager.

RESULTS & FEEDBACK

Can you share any outcomes from the project that demonstrate progress or success?

Within 3 months, our AI algorithm was optimised and the training process was fine tuned. We have now resolved issues with fluctuation in performance and now able to stably augment our dataset

How effective was the workflow between your team and theirs?

The project management team consisted of domain experts and hence were easy to communicate with. They gained our confidence from the onset and have retained same till now. Overall, the Cycled team was satisfied with the workflow

What did you find most impressive about this company?

I was very impressed by the vendor's knowledge in data science, machine learning, and artificial intelligence. The vendor demonstrated both theoretical and practical expertise on the topic, which is rare to find.

Are there any areas for improvement?

Very little to pick on as we got our results with exceptional quality and in good time. Perhaps, a potential room for improvement would be delivering at even faster time frames while maintaining the same quality

BACKGROUND

Introduce your business and what you do there.

I’m the CPTO of Group Caliber, an IT company. We provide a real-time stakeholder intelligence platform that helps businesses monitor and analyze brand and reputation perceptions, enabling them to make informed decisions, build trust, and improve communication with key audiences.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with AI Superior?

We needed help with a data science project.

SOLUTION

What was the scope of their involvement?

AI Superior helped us with our data science project.

What is the team composition?

We worked with 2–5 teammates from AI Superior.

How did you come to work with AI Superior?

We found them through a referral. We chose them over other options because they offered good value for the cost.

What is the status of this engagement?

We worked together from March–October 2025.

RESULTS & FEEDBACK

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

AI Superior met all our expectations and achieved our goals.

How did AI Superior perform from a project management standpoint?

They delivered on time. We communicated via virtual meetings.

What did you find most impressive about them?

They delivered on time.

Are there any areas they could improve?

No, there weren’t any.

BACKGROUND

Please describe your company and your position there.

Remote-focused job platform where talented developers and tech companies find each other in the shortest way possible.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire AI Superior?

1. Match tech-talent (engineers) with the company using AI
2. Score hard-skills based on Github account data using AI

What were your goals for this project?

Optimized the cost of scoring by 40%

SOLUTION

How did you select AI Superior?

Ex-colleague / friend recommendation which previously worked with AI Superior

Describe the project in detail.

1. Based on the collected requirements AI Superior collected the data and employed the existing 6nomads dataset in order to train the ML algorithm and package it into a production container

What was the team composition?

• 2 Data-scientist (AI Superior)
• 1 Backend developer (6nomads)
• 1 Frontend developer (6nomads)
• 1 Product owner (6nomads)

RESULTS & FEEDBACK

Can you share any outcomes from the project that demonstrate progress or success?

1. Optimized the cost of scoring by 40%
2. 80%+ prediction accuracy

How effective was the workflow between your team and theirs?

We used Agile methodology, the AI Superior data scientists were part of the 6nomads team. Worked on the T&M basis.

What did you find most impressive about this company?

The experience and knowledge of the team were great.

Are there any areas for improvement?

None