Keymakr Data Labeling

BACKGROUND

Please describe your company and position.

 I am the Machine Learning Engineer of an other industries company 

Describe what your company does in a single sentence.

Build connected safety and security technology that helps organizations protect people, places, and airspace.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Keymakr Data Labeling to accomplish?

• Annotate computer vision data (frames)
• Fix or relabel previously existing labels

SOLUTION

How did you find Keymakr Data Labeling?

Online Search

Why did you select Keymakr Data Labeling over others?

• Close to my geographic location
• Pricing fit our budget
• Good value for cost
• Matched requirements

How many teammates from Keymakr Data Labeling were assigned to this project?

6-10 Employees

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

The scope of work included image annotation support for our computer vision datasets. The vendor was responsible for reviewing provided image data and creating structured annotations according to our labeling guidelines and quality requirements. Key deliverables included completed annotated image batches, consistent object labels, bounding boxes/markups where required, and corrections based on review feedback. Overall, the work supported the preparation of training and evaluation data for our internal computer vision workflows.

RESULTS & FEEDBACK

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

The measurable outcomes were the successful completion and delivery of annotated image batches according to the agreed scope, labeling guidelines, and timelines. Progress was demonstrated through the number of images processed, the consistency of applied labels, and the resolution of review feedback during quality checks. The delivered annotations helped increase the amount of usable labeled data available for our computer vision training and evaluation workflows.

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

Their project management was straightforward and reliable. They delivered the requested annotation batches within the agreed timelines and communicated clearly when clarification was needed. They were responsive to our feedback and adjusted the annotations according to our guidelines and review comments, which helped keep the work aligned with our needs.

What was your primary form of communication with Keymakr Data Labeling?

• Virtual Meeting
• Email or Messaging App

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

What stands out most is their reliability and consistency. They handled the annotation work in a structured way, followed the provided guidelines, and were responsive when updates or corrections were needed. They made a repetitive but important part of the data preparation process easier for us by delivering usable annotations with minimal friction.

Are there any areas for improvement or something Keymakr Data Labeling could have done differently?

No areas for improvement

BACKGROUND

Introduce your business and what you do there.

I’m the AI team lead at Bluewhite. We provide autonomous technology and a user-friendly platform to upgrade existing farm equipment, helping growers increase productivity, reduce costs, and achieve more sustainable and profitable farming operations.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Keymakr Data Labeling to accomplish for your business?

We needed a reliable, responsive, and service-oriented outfit for our labeling needs.

SOLUTION

What was the scope of their involvement?

Keymakr Data Labeling has labeled images and 3D data for a variety of perception-oriented tasks focused on off-road autonomy. The team has worked on RGB images and specific representations of LiDAR data. The tasks include object detection, segmentation, lane detection, and keypoint detection.

What is the team composition?

We’ve worked with an unknown number of teammates from Keymakr Data Labeling.

How did you come to work with Keymakr Data Labeling?

We found them through an online search. We chose them because they were close to our geographic location, their pricing fit our budget, and they offered good value for the cost.

What is the status of this engagement?

We started working with them in October 2024, and the engagement is ongoing.

RESULTS & FEEDBACK

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

Keymakr Data Labeling has continuously reviewed the projects until reaching satisfactory results and understanding the required quality of labeling. We’ve seen qualitative indicators, such as improved workflow and better team satisfaction.

How did Keymakr Data Labeling perform from a project management standpoint?

Keymakr Data Labeling is very responsive and service-oriented. We communicate via email and messaging apps.

What did you find most impressive about them?

They provide excellent service.

Are there any areas they could improve?

There have been quite a few cases where Keymakr Data Labeling’s managers have been replaced in the middle of the project, causing a loss of information and recurring errors that the previous managers had already handled.

BACKGROUND

Please describe your company and position.

I am the Head of Vision Department of an industrial automation systems company.

Describe what your company does in a single sentence.

System Integrators on Industrial Automation Systems 

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Keymakr Data Labeling to accomplish?

• Labelling of Data for different vision applications

SOLUTION

How did you find Keymakr Data Labeling?

Online Search

Why did you select Keymakr Data Labeling over others?

Good value for cost

How many teammates from Keymakr Data Labeling were assigned to this project?

2-5 Employees

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

Application for automatic solution to be provided to different industrial customers, integrating AI Vision Based components for quality control.

RESULTS & FEEDBACK

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

Success in the Vision AI Based Solution for the purpose purchased by the customer

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

The team consistently met deadlines, communcated effectively and quickly addredde any issues or feedback

What was your primary form of communication with Keymakr Data Labeling?

Virtual Meeting

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

Quicly understood the goal of the collaboration and addressed reported corrections on the ongoing of the collaboration

Are there any areas for improvement or something Keymakr Data Labeling could have done differently?

Differentiate the service package offer, to address the different needs of the customer in terms of hours purchased or request frequency.

BACKGROUND

Introduce your business and what you do there.

I’m the tech lead at Floware, an IT company. We provide advanced mobility analysis and prediction solutions using integrated sensors, modeling tools, and AI to support decision-makers in managing transportation flows.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with Keymakr Data Labeling?

We needed help with providing annotated datasets for detection models.

SOLUTION

What was the scope of their involvement?

Keymakr Data Labeling sourced and annotated data. The team sourced videos and photos and annotated them according to preset classes. The team delivered multiple datasets in COCO format for YOLO usage.

What is the team composition?

We worked with an unknown number of teammates from Keymakr Data Labeling.

How did you come to work with Keymakr Data Labeling?

We found them through an online search. We chose them because they offered good value for cost and services.

What is the status of this engagement?

We worked together from June to December 2025.

RESULTS & FEEDBACK

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

We managed to train powerful models from the provided datasets. Our detection rate improved from 10%–80% for specific classes in our dataset.

How did Keymakr Data Labeling perform from a project management standpoint?

Keymakr Data Labeling was very helpful and fast. The team delivered on time despite a tight schedule. We communicated via in-person meetings, emails, and messaging apps.

What did you find most impressive about them?

The constant feedback loop and quality of communication were impressive. It helped shape the project on the go to tackle challenges.

Are there any areas they could improve?

There’s nothing they can improve on.

BACKGROUND

Introduce your business and what you do there.

I’m a data engineer at a manufacturing company. We design and manufacture high-quality audio products, including microphones, networked audio systems, signal processors, and headphones for professional and consumer use.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Keymakr Data Labeling to accomplish for your data engineering work at Shure?

We needed to make training our data easier and more reliable.

SOLUTION

Can you describe the scope of work Keymakr Data Labeling handled for this project?

Keymakr Data Labeling provides bounding box annotations for faces and bodies of people in videos and images. We give them the videos and images to annotate, and they handle everything after that. The team takes our feedback and provides us with JSON files with the bounding boxes, confidence attributes, and reflections according to our needs.

What is the team composition?

I'm not sure of the exact number, but they always provide us with a team to fit our needs and timeline expectations

How did you come to work with Keymakr Data Labeling?

We chose them over other options because they were a great culture fit, offered good value for the cost, and had company values aligned with ours.

What is the status of this engagement?

We started working with them in May 2023, and our engagement is ongoing. 

RESULTS & FEEDBACK

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

Keymakr Data Labeling is very on time and never late. They always take our feedback and respond very promptly, even though there's quite a lot of time difference. Their progress and success have been shown in how they've improved with the feedback and are willing to take it and iterate as many times as possible. Overall, we've noticed more quality annotations with fewer errors, better consistency, and better-formatted annotations to fit our needs.

How did Keymakr Data Labeling perform from a project management standpoint?

Keymakr Data Labeling's project management is amazing. The team is very nice and patient and responds very quickly. They tell us the time and deliver everything on time. We communicate via in-person meetings and email or messaging apps.

What did you find most impressive about them?

Keymakr Data Labeling's openness to iterations and feedback is impressive.

Are there any areas they could improve?

There's nothing they could improve on; they're perfect.