Tinkogroup

BACKGROUND

Please describe your company and position.

 I am an Executive of a business services company 

Describe what your company does in a single sentence.

We are the software design & development company that works with mid-market businesses on building custom digital solutions

OPPORTUNITY / CHALLENGE

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

• Support a manual data processing initiative tied to our internal content moderation and AI training workflows
• Build human-annotated dataset for image and short-form video content

SOLUTION

How did you find Tinkogroup?

Online Search

Why did you select Tinkogroup over others?

• Pricing fit our budget
• Good value for cost

How many teammates from Tinkogroup were assigned to this project?

16

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

The project involved multi-phase manual annotation of visual data across several content categories. Tinkogroup was responsible for:

• Reviewing and operationalizing our annotation guidelines into task-specific workflows - Manually labeling approximately 250,000 image and video frames across 15+ classification attributes
• Performing bounding box annotations for selected object classes in images
• Flagging ambiguous or borderline cases for secondary review.

RESULTS & FEEDBACK

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

Delivery timelines became more predictable within the first few weeks, which helped us keep our training schedule on track. Their handling of unclear cases also led to cleaner guidelines and less need for rework in later batches.

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

Project management is clear and reliable. We have one main point of contact who tracks progress and flaggs issues early. Most deliverables were on time. Communication is straightforward through regular check-ins and shared dashboards, and they adapte well when we update guidelines or increase the workload.

What was your primary form of communication with Tinkogroup?

• Virtual Meeting
• Email or Messaging App

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

Their ability to handle subjective annotation tasks stood out. Rather than simply executing instructions, their team actively engaged with the intent behind the guidelines and surfaced inconsistencies we hadn’t initially identified.

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

Nothing to add - the process was smooth

BACKGROUND

Please describe your company and position.

I am the Marketing manager of Elit-Web

Describe what your company does in a single sentence.

Digital Marketing Agency

OPPORTUNITY / CHALLENGE

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

• We hired Tinkogroup to support our outreach strategy by identifying and verifying a list of high-value B2B leads. The main goal was to source senior executives from analytical instrumentation companies that matched very specific criteria across Western Europe and North America.

SOLUTION

How did you find Tinkogroup?

Referral

Why did you select Tinkogroup over others?

• High ratings
• Good value for cost
• Company values aligned

How many teammates from Tinkogroup were assigned to this project?

6-10 Employees

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

Tinkogroup was responsible for researching, categorizing, and validating leads using LinkedIn Sales Navigator and official company websites. Their deliverables included a structured, fully verified database of decision-makers, categorized by company size, role, and geographic region, along with detailed notes confirming data accuracy and relevance.

RESULTS & FEEDBACK

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

The project resulted in a high-quality, 100% verified lead list delivered ahead of schedule. Our outreach efficiency improved significantly thanks to the accuracy and relevance of the data. Bounce rates dropped, engagement increased, and our sales team was able to prioritize outreach with confidence.

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

Their project management was excellent. The Tinkogroup team maintained clear, proactive communication throughout the project, provided frequent progress updates, and consistently met or exceeded deadlines. They were responsive, adaptable, and quick to clarify details when needed.

What was your primary form of communication with Tinkogroup?

• Virtual Meeting
• Email or Messaging App

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

Their commitment to quality and precision stood out the most. Tinkogroup didn't just deliver data; they delivered insight. Every lead was thoroughly checked, relevant, and strategically valuable. It truly felt like working with a partner who understood our business goals, not just a service provider.

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

None come to mind

BACKGROUND

Please describe your company and position.

I am the Sales Manager of Equinox dynamics

Describe what your company does in a single sentence.

Equinox Dynamics helps businesses grow by providing data-driven digital marketing, SEO, and advertising solutions that deliver measurable results.

OPPORTUNITY / CHALLENGE

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

• We engaged Tinkogroup to help us clean and standardize large datasets we use internally for client reporting and analytics.

SOLUTION

How did you find Tinkogroup?

Clutch Site

Why did you select Tinkogroup over others?

• High ratings
• Pricing fit our budget
• Good value for cost

How many teammates from Tinkogroup were assigned to this project?

2-5 Employees

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

The team at Tinkogroup handled data processing across several sources, removing duplicates, fixing inconsistent formats, and validating key fields. They also provided clear documentation of the data structure and delivered the final output in a consistent, ready-to-use format.

RESULTS & FEEDBACK

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

After their work, we saw a major improvement in data quality and reliability. The amount of manual data correction on our side dropped significantly, and our internal reporting became faster and more accurate.

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

Their communication was excellent throughout the project. All deliverables were provided on schedule, and any questions or adjustments were handled quickly and professionally. We always felt that they had a clear process and full control over the workflow.

What was your primary form of communication with Tinkogroup?

Virtual Meeting

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

They have a great eye for detail and a strong understanding of data quality standards. We especially appreciated how they proactively flagged potential inconsistencies instead of just following the initial brief.

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

The communication was great overall; a few more short syncs could have been nice.

BACKGROUND

Please describe your company and position.

I am the CEO of Tetrix Inc

Describe what your company does in a single sentence.

Tetrix automates data collection and analysis, providing clear, actionable insights that enhance investment strategies in private investing markets.

OPPORTUNITY / CHALLENGE

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

• B5 To review, validate, correct, and classify extracted data to ensure it is clean, accurate, and reliable.

SOLUTION

How did you find Tinkogroup?

Upwork

Why did you select Tinkogroup over others?

• High ratings
• Pricing fit our budget
• Good value for cost

How many teammates from Tinkogroup were assigned to this project?

6-10 Employees

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

Verified and corrected data. Detailed report of any discrepancies found and actions taken to resolve them.

RESULTS & FEEDBACK

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

A key measurable outcome is the consistent validation and correction of discrepancies within the platform, leading to improved data quality and reliability. This includes accurately populating fields and successfully identifying and correcting errors or omissions in the extracted data.

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

Tinkogroup demonstrates strong project management throughout the engagement. They meet deadlines and respond quickly whenever we need data checked. They also handle manual corrections efficiently, resolving issues without delay.

What was your primary form of communication with Tinkogroup?

• Virtual Meeting
• Email or Messaging App

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

They show great attention to detail and are proactive in finding and fixing errors. They also show a great ability to understand and get up to speed on more complex industry knowledge. 

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

None, working with them has been great

BACKGROUND

Please describe your company and position.

I am the CEO of Loopo

Describe what your company does in a single sentence.

Loopo is a B2B AI MarTech startup that unites all content distribution channels in one ecosystem.

OPPORTUNITY / CHALLENGE

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

• We partnered with Tinkogroup to enhance our lead generation efforts and expand our client base.
• Our goal was to expand our database with highly targeted, verified contacts that aligned with our niche market.

SOLUTION

How did you find Tinkogroup?

• Online Search
• Clutch Site

Why did you select Tinkogroup over others?

• High ratings
• Pricing fit our budget
• Good value for cost

How many teammates from Tinkogroup were assigned to this project?

2-5 Employees

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

Tinkogroup took on the challenge with professionalism and efficiency. Their team provided a comprehensive email list-building service, which included data sourcing, verification, segmentation, and enrichment to ensure accuracy and relevance. They worked closely with us to refine targeting criteria, ensuring that each contact met our specific business needs.
The team delivered a highly accurate and responsive email list, which directly improved our email engagement rates and conversion metrics.

RESULTS & FEEDBACK

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

They delivered a highly accurate and responsive email list, which directly improved our email engagement rates and conversion metrics. The quality of leads exceeded our expectations, and we saw a noticeable increase in our outreach effectiveness.

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

The project management was excellent. They delivered all milestones on time and were highly responsive to our feedback. Their structured reporting and performance tracking ensured we stayed aligned with our objectives.

What was your primary form of communication with Tinkogroup?

• Virtual Meeting
• Email or Messaging App

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

What stood out most about Tinkogroup was their attention to detail, data accuracy, and dedication to delivering results. Their data quality was exceptional, with minimal bounce rates and high deliverability. Their expertise in email list-building truly sets them apart.

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

If there’s anything to improve, perhaps providing ongoing recommendations for campaign optimization based on data insights could add even more value. Overall, the experience was excellent, and we highly recommend Tinkogroup for any business looking to scale their outreach with a reliable and high-quality email list.

BACKGROUND

Please describe your company and position.

I am the Sr Director Growth of a software company 

Describe what your company does in a single sentence.

We help you find, close, and keep more customers with the most powerful growth lever on the planet: your own partner ecosystem.

OPPORTUNITY / CHALLENGE

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

• We hired Tinkogroup to fulfill our database of companies and their partners with the actual companies' information.

SOLUTION

How did you find Tinkogroup?

Guru

Why did you select Tinkogroup over others?

• High ratings
• Pricing fit our budget
• Good value for cost

How many teammates from Tinkogroup were assigned to this project?

2-5 Employees

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

The scope of work involves the careful creation and upkeep of company profiles and partnerships within our database. Here's a summary of the key deliverables: 

1. Establishing and maintaining detailed company profiles in our database. 
2. Ensuring accurate and up-to-date information by cross-referencing data from various sources like Crunchbase, Linkedin, Twitter, and company websites. 
3. Identifying and adding company-to-company partnerships, up to 100 per company. 
4. Cross-referencing data sources to ensure accuracy and completeness. 
5. Addressing common errors such as duplicate entries, incorrect formatting, or typing errors. 
6. Verifying and preventing duplicate alliance entries. The primary objective is to populate our database with comprehensive and accurate partnership information, facilitating easy access and visualization of company networks within the business ecosystem.

RESULTS & FEEDBACK

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

• Establishment of hundreds of detailed company profiles 
• Accurate and up-to-date information 
• Identification and addition of partnerships 
• Data Accuracy and completeness 
• Error resolution 
• Prevention of Duplicate Alliances 

These outcomes demonstrate progress and success in achieving the main goal of populating the database with comprehensive and accurate partnership information, enhancing accessibility, and visualizing company networks within the business ecosystem.

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

Tinkogroup manages the project well, delivering on time and communicating openly. They are adaptable, resolved issues effectively, allocated resources efficiently, and focused on quality. Their responsiveness to our needs is key to the project's success, and we are happy with how they manage it.

What was your primary form of communication with Tinkogroup?

Email or Messaging App

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

The company's commitment to meticulous data management, accuracy, and error prevention sets them apart in ensuring that our database is a reliable source of comprehensive and accurate partnership information, ultimately facilitating easy access and visualization of company networks within the business ecosystem.

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

No

BACKGROUND

Please describe your company and position.

 I am the the CEO of the company of a gaming company 

Describe what your company does in a single sentence.

We specialize in high-quality graphics and performance optimization in Game development, Education, and other business areas.

OPPORTUNITY / CHALLENGE

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

• We searched for a reliable partner who's good at working on projects involving semantic segmentation and video annotation.
• It was also important to find a company that's well-organized and communicates effectively.

SOLUTION

How did you find Tinkogroup?

Clutch Site

Why did you select Tinkogroup over others?

• High ratings
• Pricing fit our budget
• Good value for cost

How many teammates from Tinkogroup were assigned to this project?

2-5 Employees

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

The main focus was on annotating videos and doing semantic segmentation. We started with a small test project to see how good the annotators were after training. We were really impressed with the quality. After that, we began the full project, staying in touch via email to make sure the annotations met our needs. What's remarkable is that they needed very little training but still provided top-notch annotations, which saved us time and made things run smoothly.

RESULTS & FEEDBACK

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

With Tinkogroup handling the annotation, our team made significant progress in software development for our client. They were eager to exceed expectations, focused on achieving good results, and their openness to our suggestions made for a pleasant collaboration.

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

The team was consistently accessible whenever we had questions, comments, or needed updates for our dataset and annotations. They kept us informed with regular updates on the status of our annotations. Their response time was fast, and the annotations were accurate.

What was your primary form of communication with Tinkogroup?

Email or Messaging App

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

We're really impressed by how smooth our communication with the team has been and how straightforward and efficient their processes are. We consistently get prompt responses, and the annotators always meet our deadlines.

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

We have no complaints; we're satisfied with how our collaboration has gone.

BACKGROUND

Please describe your company and position.

I'm an executive at Oberst BV

Describe what your company does in a single sentence.

Oberst is dutch online technology company focused on constructing platforms that democratize access to online deals for all users.

OPPORTUNITY / CHALLENGE

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

• We brought Tinkogroup on board with the specific objectives of optimising our operations through a multi-faceted approach, including confirming the viability of data by scouring multiple sources. Central to our objectives is the rigorous testing & quality review of data to ensure our content is competitive.

SOLUTION

How did you find Tinkogroup?

Upwork

Why did you select Tinkogroup over others?

• High ratings
• Pricing fit our budget
• Good value for cost

How many teammates from Tinkogroup were assigned to this project?

2-5 Employees

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

Tinkogroup is committed to improving operations through a comprehensive strategy. The team is responsible for verifying data accuracy by exploring multiple sources. They conduct rigorous testing and validation to ensure the data's efficiency.

RESULTS & FEEDBACK

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

The discovery and inclusion of valid data demonstrate real progress towards project goals. This also leads to improved reliability and functionality that align with project objectives and enhance user satisfaction.

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

The team effectively oversees the project, meeting deadlines and maintaining transparent communication throughout. They demonstrate adaptability, allocate resources efficiently, effectively address issues, and prioritise quality in their work.

What was your primary form of communication with Tinkogroup?

Email or Messaging App

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

The quality and speed of their work exceeded our expectations. The team consistently delivered high-quality results within tight deadlines. Their efficiency and attention to detail were evident in every project they undertook.

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

We didn't come across any major issues that needed resolution. They displayed professionalism, promptness, and expertise in providing support, meeting our expectations.

BACKGROUND

Please describe your company and position.

I am the Business Analyst of DataArt

Describe what your company does in a single sentence.

DataArt is a global software engineering firm and technology collaborator that prioritizes the People-first principle, with a world-class team designing and engineering data-driven, cloud-native solutions to drive progress and deliver immediate and enduring business value.

OPPORTUNITY / CHALLENGE

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

• We hired Tinkogroup to label the data we use to train our single-label text classifier for machine learning, which is utilized to recognize attendee responses to answers for our clients Chatbots.

SOLUTION

How did you find Tinkogroup?

Online Search

Why did you select Tinkogroup over others?

• High ratings
• Pricing fit our budget
• Good value for cost

How many teammates from Tinkogroup were assigned to this project?

2-5 Employees

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

1. Named Entity Recognition (NER): Identifying and classifying entities such as names, organizations, and locations within text data. 
2. Text Classification: Categorizing text data into predefined categories or labels. 
3. Sentiment Analysis Annotation: Labeling text data to determine sentiment (positive, negative, neutral).
4. Image Annotation: Providing detailed descriptions and labels for elements within images, enhancing the understanding and organization of visual data.

RESULTS & FEEDBACK

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

The measurable outcomes from the project with Tinkogroup have been highly impactful, showcasing clear progress and success in achieving our specific goals: 

• achieved a significant increase in the accuracy and efficiency of identifying and classifying entities like names, organizations, and locations within the text data; 
• reduced the error rate in NER, leading to more precise and reliable results in our single-label text classifier; 
• improved the overall classification accuracy, contributing to a more effective and streamlined training process for our machine learning model;
• implemented a sentiment analysis annotation system that accurately labels text data to determine sentiment (positive, negative, neutral); 
• reduced turnaround time for data labeling, contributing to a more efficient training process for the single-label text classifier; 
• achieved a higher level of confidence in the accuracy of labeled data, leading to improved performance and reliability in Chatbot interactions;
• provided detailed descriptions and labels for elements within images that help organize visual data. Demonstrated tangible progress in meeting project objectives, providing a solid foundation for ongoing enhancements and refinements.

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

Tinkogroup distinguished themselves in project management through a multi-faceted approach characterized by punctual delivery, transparent and open communication channels, and adaptive strategies. We appreciated their effective problem-solving methodologies, responsiveness to our specific requirements, optimized resource allocation, flexibility, and an unwavering commitment to maintaining strict quality assurance standards.

What was your primary form of communication with Tinkogroup?

Email or Messaging App

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

The team consistently shows professionalism in how they interact and operate, creating a smooth and efficient working relationship. Their excellent communication skills not only make things clear but also create a collaborative environment. Their careful attention to detail is noticeable, showing their commitment to delivering high-quality work. Additionally, their proactive approach of seeking direction when unsure demonstrates a dedication to precision and a desire to go above and beyond expectations. In summary, these qualities make the company a reliable and client-focused partner in all aspects of their work.

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

Given the extent of our project and the collaboration with Tinkogroup, it is with great satisfaction that we acknowledge their outstanding performance in all facets. We are pleased to note that we could not pinpoint any areas for improvement, as their team's dedication to excellence and their approach have both thoroughly impressed us, leaving us entirely content with the results. However, due to our short deadline, we would like the team to communicate on weekends as well and provide updates either daily or weekly in video format for us to review the report and discuss any issues or questions that may arise during the project process.