AI and Machine Learning Solutions

Increase your revenue, optimize processes and gain invaluable time of your staff thanks to tailor-made AI technology by DLabs

Employ data science and machine learning to create intelligent solutions that maximize the efficiency of business workflows and human activity. Our interdisciplinary team at DLabs assists you every step of the way - from UX to AI - in designing and developing a dedicated solution, complete with custom-made algorithms, to deliver optimal results for your business.

What AI can do for your business

  • Redesign your business model for maximum efficiency and growth

    • Use available or synthetic data and innovative AI technologies to gain actionable insight into the inner workings of your business.
  • Optimize existing workflows and processes and save resources
    • Replace inefficient and time-consuming systems with tailor-made and intelligent AI software that will save you time and money.
  • Deliver optimal experiences and boost your customers’ satisfaction
    • Apply AI and data insights to transform your products into optimal and smart experiences that go above and beyond your customers’ expectations.

Why DLabs

  • We can generate synthetic data when your data is insufficient for AI

    • We open up AI possibilities to businesses without enough own data thanks to developing our own technology that generates synthetic data.
  • We have the know-how and experience to custom-write algorithms
    • Most often, available solutions do not deliver optimal results. That’s when our experts step in to create a dedicated algorithm to perfectly fit your goals.
 
$10,000+
 
$50 - $99 / hr
 
10 - 49
 Founded
2015
Show all +
Gdańsk, Poland
headquarters

Portfolio

Key clients: 

A proven track record of delivering AI solutions in various industries

Our solutions support businesses of various sizes in AdTech, Digital Marketing, FinTech, Tax & Accounting, HealthTech, Industry, and BPO/Shared Services.

 

Reviews

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MVP Development for Videogame Monetization App

"I appreciate that we have direct access to the project managers and the development team."

Quality: 
5.0
Schedule: 
5.0
Cost: 
4.5
Willing to refer: 
5.0
The Project
 
$50,000 to $199,999
 
June - Nov. 2019
Project summary: 

DLabs Sp. z o.o. developed a machine-learning algorithm that could identify monetization opportunities within videogames. They also built the frontend of a customer onboarding web app and the backend API.

The Reviewer
 
1-10 Employees
 
San Francisco, California
Martins Jansevskis
CTO, Monetizr
 
Verified
The Review
Feedback summary: 

The solution launched as planned, though there were some delays due to a lack of testable data for the algorithm. Regardless, DLabs Sp. z o.o. complied with timelines and coordinated with the in-house team via open communication channels.

The client submitted this review online.

BACKGROUND

Please describe your company and your position there.

We add physical items inside game and expand ways how players experience the game. For this startup I have a CTO role and it means overlooking every tech related process

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire DLabs Sp. z o.o.?

We were in tight runway finding product-market fit and in the same time developing product MVP version to test out our assumptions about potential customers.

We were cooperating with DLabs Sp. z.o.o. developing machine learning algorithm as well as web-based customer onboarding site

What were your goals for this project?

The main goal for these projects were - build potential solutions as fast as possible and test product-market fit

SOLUTION

How did you select this vendor?

They were recommended and introduced to us by our investor.

Describe the project and the services they provided in detail.

The machine learning solutions goal: develop an algorithm as a microservice that analyses whether a player inside the game can be monetized.

The second projects goal: develop frontend web application and backend API solution to automate customer onboarding process

What was the team composition?

The projects teams had about four people, but certain developers would come and go depending on the skills needed. We did have a stable project manager who was our direct and permanent point of contact.

RESULTS & FEEDBACK

Can you share any information that demonstrates the impact that this project has had on your business?

Our solution was developed and launched as initially planned. There were some delays, that were caused by a lack of real data that would allow to test algorithm. Those delays were caused by stagnatng onboarding process

How was project management arranged and how effective was it?

Project management was very good. Team regularly complied with deadlines and always communicated potential delays . We communicated exclusively with Slack, Jira, and Google Meet.

What did you find most impressive about this company?

I appreciate that we have direct access to the project managers and the development team. Technical things can easily be lost in translation. They prevent this issue by keeping communication channels open.

Are there any areas for improvement?

There is not that much they could improve. My suggestion for the tech would be to document setup instructions as much as possible, documentation was great, but sometimes small bits of information were lost.

5.0
Overall Score
  • 5.0 Scheduling
    ON TIME / DEADLINES
  • 4.5 Cost
    Value / within estimates
  • 5.0 Quality
    Service & deliverables
  • 5.0 NPS
    Willing to refer

ML Content Engine for TV Metadata Provider

"They have great attention to detail and background knowledge in the subject."

Quality: 
5.0
Schedule: 
5.0
Cost: 
3.5
Willing to refer: 
5.0
The Project
 
$10,000 to $49,999
 
June 2019 - Ongoing
Project summary: 

DLabs Sp. z o.o. is building a data construction engine for a content metadata company using machine learning. Their work involves deep grammar and syntax analysis and pattern recognition.

The Reviewer
 
11-50 Employees
 
London, United Kingdom
Alex Chelmis
Director, TV CONTROL LTD
 
Verified
The Review
Feedback summary: 

Though the project is ongoing, the progress made so far has pleased all project stakeholders. The DLabs Sp. z o.o. team is communicative and organized, inspiring confidence in the project.

The client submitted this review online.

BACKGROUND

Please describe your company and your position there.

I am the Director of TV CONTROL, a company that specialised in Content Metadata management and delivery. We collect, enhance and delivery daily TV listings information to broadcasters and pay TV providers. This is done via a custom build CMS platform that is developed from scratch in order to optimise authoring and automate data entry operation.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire DLabs Sp. z o.o.?

We are using Dlabs services for a project that requires data analysis, deep search and syntax/grammar pattern recognition.

What were your goals for this project?

We aim to build an engine that will take all the laborious tasks of human data entry and attempt to create an AI data construction engine that will attempt to replicate the creative authoring process of editors.

SOLUTION

How did you select this vendor?

We reviewed various companies offering Machine Learning and we valued the Dlabs experience in past projects and their approach to our needs.

Describe the project in detail.

Text construction is a new field in ML and not yet fully developed in order to replace human creativity. Nevertheless, specific tasks in the authoring process can be analysed, and become templated automatic actions performed by a machine. Overall time can be saved from end 2 end operations which is the goal of this project.

What was the team composition?

A senior Data scientist, a project manager and later a software developer, all form Dlabs,

RESULTS & FEEDBACK

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

Project is still ongoing...

How effective was the workflow between your team and theirs?

So far the communications are good and effective.

What did you find most impressive about this company?

They have great attention to detail and background knowledge in the subject.

Are there any areas for improvement?

I it too early to have an opinion as the project is ongoing.

4.5
Overall Score They fill you with confidence that they can deliver on their promises.
  • 5.0 Scheduling
    ON TIME / DEADLINES
    on time with regular reporting sessions
  • 3.5 Cost
    Value / within estimates
    The hype of ML makes this an expensive project
  • 5.0 Quality
    Service & deliverables
    Good Data scientist and project management
  • 5.0 NPS
    Willing to refer
    Good communication and results

Software Development for Marketing SaaS Firm

"They exhibit great knowledge about machine learning."

Quality: 
5.0
Schedule: 
4.0
Cost: 
4.0
Willing to refer: 
4.5
The Project
 
$10,000 to $49,999
 
Dec. 2018 - June 2019
Project summary: 

DLabs Sp. z o.o. helped research and develop a software feature that allows their client to detect logo use in images through advanced machine learning image recognition algorithms.

The Reviewer
 
11-50 Employees
 
Warsaw, Poland
Kamil Starski
COO, Unamo
 
Verified
The Review
Feedback summary: 

The project was successful, increasing the functionalities of their client's software and the knowledge of their team. DLabs Sp. z o.o. worked quickly and collaboratively, joining scrum meetings and functioning as an extension of the existing business.

The client submitted this review online.

BACKGROUND

Please describe your company and your position there.

We are SaaS company in marketing space. We have two main products we offer: Unamo SEO and Unamo Social Media.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire DLabs Sp. z o.o.?

We need a company that we could partner with to create new features for our product. We needed a strong team with Machine Learning skills.

What were your goals for this project?

The goal of the project was to provide software to detect logo appearance on images and photos using advanced ML algorithms.

SOLUTION

How did you select this vendor?

It was recommended by one of our investors, we checked couple of other vendors, but communication and involvement of DLabs team helped us to make that decision.

Describe the project and the services they provided in detail.

They found a way to achieve goals we needed to reach, helped us to create experiments to confirm the idea and then provided development services to implement whole solution.

What was the team composition?

The project team was about 3-4 people but it was changing over time depending on the phase of the project.

RESULTS & FEEDBACK

Can you share any information that demonstrates the impact that this project has had on your business?

Thanks to DLabs we were able to deliver new features much more faster than we would do that in house.

How was project management arranged and how effective was it?

The team joined our scrum meeting and quickly worked like a one team. We were using JIRA, GitHub and Slack.

What did you find most impressive about this company?

They exhibit great knowledge about machine learning.

Are there any areas for improvement?

Sometimes we felt that there is not enough communication during sprints, but every time we reached them we received detailed information about where we are.

5.0
Overall Score
  • 4.0 Scheduling
    ON TIME / DEADLINES
  • 4.0 Cost
    Value / within estimates
  • 5.0 Quality
    Service & deliverables
  • 4.5 NPS
    Willing to refer

Development for Energy Management Software Provider

"They followed best practices for software development and used modern technologies."

Quality: 
5.0
Schedule: 
5.0
Cost: 
5.0
Willing to refer: 
5.0
The Project
 
$10,000 to $49,999
 
Oct. 2018 - May 2019
Project summary: 

DLabs Sp. z o.o. provided development support in creating multiple modules for a software company. The systems track signals, predict faults and have other related features.

The Reviewer
 
51-200 Employees
 
Bydgoszcz, Poland
Michał Dudkiewicz
Director of Software Development, NMG SA
 
Verified
The Review
Feedback summary: 

The final products fulfilled expectations and aligned with the original vision for the project. DLabs Sp. z o.o. was an attentive partner, dedicating focus and care to producing quality work. Their availability and knowledge were valuable assets.

The client submitted this review online.

BACKGROUND

Please describe your company and your position there.

The company is a developer of energy management software, which, among other things, supports rational resource management. My position is Director of software development

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire DLabs Sp. z o.o.?

We hired them to create modules for process monitoring.

What were your goals for this project?

After the proof-of-concept phase, a microservice was developed. It makes it possible to use all of the functionalities using REST API and is currently integrated with our system.

SOLUTION

How did you select this vendor?

There were five other possible vendors, but most of them were disqualified due to inexperience.

Describe the project and the services they provided in detail.

DLabs started with our business needs. They performed data preprocessing and exploratory analysis. They considered several possible solutions and chose those that were the best fit for our business needs and then implemented them.

In this project, DLabs sp. z. o. o. researched and then developed two new modules for process monitoring. One of them was designed for internal use by the client and the other will be offered to their customers. The first module was responsible for signal prediction and anomaly detection. The module can track multiple signals, such as electric power or water usage. The second module is used to predict faults in the server room.

What was the team composition?

Two data scientists were involved from the beginning and a machine learning engineer joined the project later.

RESULTS & FEEDBACK

Can you share any information that demonstrates the impact that this project has had on your business?

It was a real pleasure working with DLabs. We would gladly work with them again without hesitation. The DLabs team was very experienced and had a great mastery of machine learning algorithms. They took the time to listen and understand the company’s needs and issues. Their team did an excellent job of dedicating time and focus on each step of the process, which helped when delivering great products.

How was project management arranged and how effective was it?

They communicated with us through email and video calls. DLabs was flexible in terms of project requirements and the project deadlines were respected.

What did you find most impressive about this company?

Their management team was very involved and responsive. They followed best practices for software development and used modern technologies.

Are there any areas for improvement?

I can't think of anything.

5.0
Overall Score
  • 5.0 Scheduling
    ON TIME / DEADLINES
  • 5.0 Cost
    Value / within estimates
  • 5.0 Quality
    Service & deliverables
  • 5.0 NPS
    Willing to refer

Data Analysis & Content Development for Data Science Company

“We've had an unusually low level of support requests for each project they've worked on...”

Quality: 
5.0
Schedule: 
5.0
Cost: 
4.5
Willing to refer: 
5.0
The Project
 
$10,000 to $49,999
 
Feb. 2018 - Ongoing
Project summary: 

DLabs provides data analysis and content development services for various projects, including data cleaning, preparation, and exploratory modeling for predictive modeling competitions. 

The Reviewer
 
1-10 Employees
 
Denver, Colorado
Cofounder, DrivenData
 
Verified
The Review
Feedback summary: 

DLabs' excellent support has resulted in multiple successful predictive modeling competitions for participants. In addition to the quality of their work, their team is very proactive in communications and offers an ideal combination of both data science and software development services. 

A Clutch analyst personally interviewed this client over the phone. Below is an edited transcript.

BACKGROUND

Introduce your business and what you do there.

I'm a data scientist at DrivenData, an organization that runs predictive modeling competitions in which data scientists from around the world compete on data problems with a social impact.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with DLabs?

We reached out to DLabs for data cleaning and preparation, exploratory data analysis, machine learning, and content development services helping us get several competitions from just an idea to being fully prepped and ready to launch.

SOLUTION

What was the scope of their involvement?

DLabs's data scientists helped us get ready for two competitions, taking our loosely sketched ideas and a data set. They cleaned and prepared the data, did some exploratory analysis, framed a predictive modeling question, and then benchmarked the performance of several different machine learning approaches. They also developed the participant-focused content,  providing context and motivation as well as setting up the technical problem statement and explanation of data and performance metric. Components of the work included writing content, machine learning, and visualization in order to make sure they could convey to our team what the expected performance was for learners and confirm that the problem was difficult but feasible.

There was some ambiguity in the beginning, so they had to figure out and choose a more specific direction to take with the predictive challenge. 

What is the team composition? 

We primarily work with a principal and a data scientist on their team.

How did you come to work with DLabs?

I'd been in communication with their founding team for a while before reaching out to them for this project. They've worked on other projects that use similar technical stacks, so they were a natural fit. 

How much have you invested with them?

The first project was about $3,000, the second was $5,000, and the current project we're working on is $20,000.

What is the status of this engagement?

We started working on the most recent project in February 2018 and completed it within a month. We're now working with them on a longer software development project that should take about six months. 

RESULTS & FEEDBACK

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

We've been very happy with the quality of their work. We've had an unusually low level of support requests for each project they've worked on, meaning people are having fewer issues understanding what they're supposed to do because the data set was properly prepared and the content was extremely clear. 

How did DLabs perform from a project management standpoint?

They're great at flagging questions for us, reaching out whenever they need clarity on something and bringing up key issues during our check-ins. They primarily communicate with us through email, video calls, Slack, and GitHub.

What did you find most impressive about them?

They're extremely responsive and their management team is very involved. They also invest a lot in modern technology and software development best practices, so they continue to be great to collaborate with. 

Are there any areas they could improve?

I can't think of anything.

Do you have any advice for potential customers?

They have a talented software engineers and also experienced data scientists on their team, which is pretty rare. It especially makes sense to work with them on projects that could benefit from involves both skillsets. 

5.0
Overall Score
  • 5.0 Scheduling
    ON TIME / DEADLINES
  • 4.5 Cost
    Value / within estimates
  • 5.0 Quality
    Service & deliverables
  • 5.0 NPS
    Willing to refer

Image Analysis Software for Venture Capital Firm

“They deliver what they say that they will deliver.”

Quality: 
5.0
Schedule: 
5.0
Cost: 
5.0
Willing to refer: 
5.0
The Project
 
$50,000 to $199,999
 
July 2018 - Feb. 2019
Project summary: 

Subcontracted resources from DLabs Sp. z o.o. developed custom AI algorithms that recognize patterns in real images.

The Reviewer
 
1-10 Employees
 
Gdańsk, Poland
Tomasz Gabryś
Associate, Alfabeat
 
Verified
The Review
Feedback summary: 

The algorithms created by DLabs Sp. z o.o. boosted the portfolio company’s competitive advantage. Efficiency and clear lines of communication were hallmarks of the engagement.

The client submitted this review online.

BACKGROUND

Please describe your company and your position there.

I'm an associate at Alfabeat, an early-stage venture capital firm that’s investing in B2B software companies. I’m responsible for launching AI projects with our portfolio companies.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire DLabs Sp. z o.o.?

We hired them to develop custom AI algorithms for our portfolio company.

What were your goals for this project?

Our goal was to recognize patterns on real images. Since the data pool was not big enough for AI image analysis, another algorithm had to generate synthetic data first.

SOLUTION

How did you select this vendor?

We hired DLabs Sp. z o.o. because of their experience in working with synthetic data and image analysis. Since their office was close to ours, cooperation would be easier.

Describe the project and the services they provided in detail.

DLabs Sp. z o.o. developed a set of custom algorithms. The first algorithm generated synthetic photos based on an image sent, while the second was trained to recognize patterns on the photos based on the synthetic pool of data.

What was the team composition?

We worked with machine learning engineers, data scientists, and 1–2 developers.

RESULTS & FEEDBACK

Can you share any information that demonstrates the impact that this project has had on your business?

Their work gained a competitive edge for our portfolio company.

How was project management arranged and how effective was it?

It was effective. Our communication was good.

What did you find most impressive about this company?

They deliver what they say that they will deliver.

Are there any areas for improvement?

I was satisfied with the cooperation.

5.0
Overall Score
  • 5.0 Scheduling
    ON TIME / DEADLINES
  • 5.0 Cost
    Value / within estimates
  • 5.0 Quality
    Service & deliverables
  • 5.0 NPS
    Willing to refer

Statistical Analysis for Media Monitoring Company

"The workflow was smooth and close to perfection."

Quality: 
5.0
Schedule: 
5.0
Cost: 
5.0
Willing to refer: 
5.0
The Project
 
$10,000 to $49,999
 
Jan. - May 2019
Project summary: 

DLabs Sp. z o.o. leveraged machine learning software to categorize and analyze social media content. They used metadata to evaluate the relationship between writing style and user engagement.

The Reviewer
 
1-10 Employees
 
Gdansk, Poland
Daniel Kajak
Head of Business Development, SentiOne
 
Verified
The Review
Feedback summary: 

DLabs Sp. z o.o. maintained open lines of communication and met project deadlines. Professional and collaborative, the team provided excellent feedback and useful insights. Customers can expect a partner that is both technically proficient and dedicated to delivering results.

The client submitted this review online.

BACKGROUND

Please describe your company and your position there.

Our business offers enhanced social listening and media monitoring tools. One of our tools aggregates various documents and makes it possible to analyze them.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire DLabs Sp. z o.o.?

We reached out to DLabs to help us determine if a statistically significant relationship exists between user engagement expressed as a document’s popularity on social media and the semantic and syntactic features derived from that document.

What were your goals for this project?

Our goal was to have DLabs's data scientists help us prepare a text corpus including over 600 thousand documents written in Polish. The documents were from several different sources and included metadata about popularity.

SOLUTION

How did you select this vendor?

We selected them based on recommendations.

Describe the project in detail.

They derived statistical, semantic, and syntactic features and performed an analysis of the statistical relationship between these features and different popularity descriptors available in the document’s metadata. Additionally, they used advanced machine learning techniques to train models to classify popular documents.

What was the team composition?

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

RESULTS & FEEDBACK

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

DLabs obtained very promising results.

How effective was the workflow between your team and theirs?

The workflow was smooth and close to perfection.

What did you find most impressive about this company?

They took a professional approach to cooperation and provided great feedback.

Are there any areas for improvement?

The partnership was so great that I can’t expect any improvement.

5.0
Overall Score
  • 5.0 Scheduling
    ON TIME / DEADLINES
    Everything was on time, and some of their deliverables came before the deadline.
  • 5.0 Cost
    Value / within estimates
    The cost was appropriate for the scope of work.
  • 5.0 Quality
    Service & deliverables
    The quality met our expectations.
  • 5.0 NPS
    Willing to refer
    I'm willing to refer people to them.