MindCraft.ai

BACKGROUND

Please describe your company and your position there.

I’m CEO of Vulmax, a technology services company. We offer application development, software testing, back-office support, and other IT-related services, as we've also been developing a referral networking program, targeting companies and individuals who serve the same business areas as we do.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire MindCraft?

Our client’s business faced a challenge and they reached out to MindCraft to help solve it. They needed them to research and then build a solution to detect street signs on roadmaps.

What were your goals for this project?

To create a solution that can determine the geolocation of an object and its properties using Google Street View images, proving that the idea was valid.

SOLUTION

How did you select this vendor?

They were recommended to us by a good partner we’ve been working with for a long time. Our technical specialist contacted their manager and after a conversation, we decided to work together due to their professional and competent approach.

Describe the project in detail.

The idea was to build a product capable of passing through a specific area on the roadmap. Using Google Street View images, they created an interactive roadmap with designated streets/places where parking is allowed or not, as well as different time-bound and other data. Our role is as a referral partner in the business relationship.

What was the team composition?

We worked with a team lead, a data scientist, and a machine learning engineer.

RESULTS & FEEDBACK

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

The project is under an NDA, but I can say that this proof of concept, and the customer’s idea, was developed well.

How effective was the workflow between your team and theirs?

It was good—they delivered at the highest level.

What did you find most impressive about this company?

The team showed good approaches in business analytics, project management, and full circle machine learning development.

Are there any areas for improvement?

No, they did a great job.

BACKGROUND

Introduce your business and what you do there.

I’m the CEO of Red Jumpers, an IT company that builds a network of European tech firms, offering services that facilitate talent and project sharing among its members.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with MindCraft.ai?

We needed help with data science consulting services.

SOLUTION

What was the scope of their involvement?

MindCraft.ai provided data science consulting services. Their team had outstanding experience in data engineering, big data, computer vision, and more. In most cases, they covered everything from building scalable big data pipelines to developing predictive models and custom computer vision solutions. For example, they built custom algorithms for real-time video analytics and automated fraud detection. The team focused on the project's data infrastructure and AI capabilities. They also paid great attention to data clean-up and code documentation.

What is the team composition?

We worked with 2–5 teammates from MindCraft.ai.

How did you come to work with MindCraft.ai?

We met at one of the events for IT companies. We chose them because they offered good value for the cost, and our company values aligned.

What is the status of this engagement?

We worked together from January 2025–February 2026.

RESULTS & FEEDBACK

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

The key measurable outcome of working with MindCraft.ai was the accelerated time-to-market for complex AI features. They allowed us to scale our technical capabilities instantly without the long hiring loop. Ultimately, they delivered production-ready models. They also built a stable, optimized data infrastructure that handled heavy workloads right away. We continued to hire them for more projects. The development time was typically cut by weeks or even months because we bypassed the sourcing and onboarding phases.We were extremely satisfied with this cooperation, as our clients were always highly pleased with the results. In fact, every client we introduced to MindCraft.ai was eager to continue working with them and us. This consistent success, in turn, significantly strengthened our agency's reputation as a reliable tech partner.

How did MindCraft.ai perform from a project management standpoint?

Everything was good. We communicated via email and messaging apps.

What did you find most impressive about them?

We were impressed by their expertise and portfolio of cases they performed.

Are there any areas they could improve?

No, there weren't any.

BACKGROUND

Introduce your business and what you do there.

I’m the head of web development at Linkos Group, a paperless business process automation and electronic document management company.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with MindCraft.ai?

We needed help with web development.

SOLUTION

What was the scope of their involvement?

MindCraft.ai developed a microservice for document analysis. The team delivered a service that recognizes basic details and fields from accounting documents.

What is the team composition?

We don’t know how many teammates from MindCraft.ai were assigned to our project.

How did you come to work with MindCraft.ai?

We met MindCraft.ai at a conference. We chose them over other options because they had high ratings, their pricing fit our budget, they were a great culture fit, they offered good value for the cost, they were referred to me, and their company values aligned with ours.

How much have you invested with them?

We spent a confidential amount of money.

What is the status of this engagement?

We worked with MindCraft.ai from November 2025 to February 2026.

RESULTS & FEEDBACK

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

MindCraft.ai added new features to the product we sell. The product is still under development.

How did MindCraft.ai perform from a project management standpoint?

MindCraft.ai’s project management was very good. The team delivered on time. We communicated via in-person meetings, virtual meetings, and email or messaging apps.

What did you find most impressive about them?

MindCraft.ai had good relationships, understood our needs, and had good negotiations.

Are there any areas they could improve?

No, there weren’t any.

BACKGROUND

Please describe your company and your position there.

I'm a boutique consultant around new electrical infrastructure - stationary batteries, electric vehicles and other Distributed Energy Resources.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire MindCraft.ai, and what were your goals?

My goals were to supplement the work I've already done for my client with more advanced modeling for electric vehicle fleet charging sites.

SOLUTION

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

Found them through my extended network of contacts in Ukraine by recommendation of a former business partner.

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

1. Develop EV charging session generator code in Python 3
2. Implement YAML parser for session generation business logic (config file provided)
3. Implement session generation business logic as per provided detailed requirements
4. Implement logging and estimation for every generator run
5. The project is intended to be run from console / terminal in a cloud JupyterLab environment

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

3 people - project manager, principal developer and engagement manager.

RESULTS & FEEDBACK

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

The timing was quite aggressive, but the team was able to deliver against all deliverables in a timely manner, even with disruption due to the ongoing war in Ukraine.

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

Proactive style, all communication was done in Slack with code being provided through a private github repository

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

The speed of contracting, engagement and deliverables was very impressive.

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

No, I'm quite satisfied with the results.

BACKGROUND

Please describe your company and your position there.

I’m the CEO of Artua design and development agency. We provide our customers with UI/UX development also mobile app development services.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire MindCraft?

To build an engine for user intent detection in short text messages.

What were your goals for this project?

To build PoC that will give us an opportunity to obtain possible quality metrics for intent detection.

SOLUTION

How did you select this vendor?

Thanks to the recommendations of the people who worked with MindCraft, also due to the strong focus in Data Science Consulting.

Describe the project in detail.

For the purpose of PoC we choose NUS SMS corpus that is available from Kaggle. We use English-language part. Pretrained ELMO model was used to obtain word and sentence embeddings.

Several intents were labeled in original dataset using active learning approach to minimize labeling efforts. We show that the approach provided reasonable accuracy of intent detection and may be scaled for emerging intents while switching to live message flow.

What was the team composition?

Two data scientists and data engineer.

RESULTS & FEEDBACK

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

We have proven that pretrained embeddings provide an excellent opportunity to detect user intents is short text messages.

How effective was the workflow between your team and theirs?

We managed to build effective communication with MindCraft team. If was a need, we can have met at any time.

What did you find most impressive about this company?

MindCraft showed their strong knowledge in Machine Learning Area and great focus on clients problem using BA approaches.

Are there any areas for improvement?

The organization structure of the team should be more understandable for the customer and more independent inside the MindCraft. We were forced to confirm each step with MindCraft’s CEO to begin the project phase. Anyway, we obtained the results needed in a short term.