Question 1

How does Calibrion help me save costs associated with data annotation in my organization?

Accepted Answer

Calibrion helps you save costs in several ways. Firstly, the platform automates many aspects of the annotation process, reducing the need for extensive manual labor. Features like Automatic Quality Control, Smart Filtering minimize errors and rework, which can be costly.

Moreover, through AI Agents, Calibrion significantly optimize costs by drastically speeding up the annotation process. AI Agents can complete annotation tasks much faster than a human, reducing the time and resources typically required. The accelerated pace doesn’t compromise quality, as Calibrion’s Automatic Quality Control ensures that the AI-generated annotations meet high standards.  This combination of speed and accuracy reduces the need for manual labor and rework, leading to substantial cost savings.

Additionally, with the API Access available in the Business and Enterprise plans, you can integrate Calibrion with your existing systems to streamline workflows, further reducing the time and resources spent on annotation tasks.

Finally, the Annotation Cost Estimation feature in the Enterprise plan allows you to accurately predict and manage your annotation expenses, helping you budget more effectively and avoid unexpected costs. Overall, Calibrion enhances efficiency, reduces overhead, and provides tools for better financial planning, leading to significant cost savings.

Question 2

How does Annotation Cost Estimation work in the Enterprise plan?

Accepted Answer

Annotation Cost Estimation is a feature designed to help large organizations predict and manage the costs associated with their annotation projects. This feature analyzes the scope of the project, the number of annotators needed, the time required, and other factors to provide an estimate of the costs involved. It’s particularly useful for budgeting and planning, ensuring that organizations can allocate resources effectively and avoid unexpected expenses.

Question 3

What are Annotation Programs, and how do they differ from annotation projects?

Accepted Answer

Annotation Programs in the Enterprise plan refer to structured and often large-scale initiatives that involve multiple projects, teams, and potentially external vendors. These programs are typically managed by Program Managers who oversee the coordination and execution of these tasks across different projects. Annotation Programs may also include more complex workflows, advanced reporting, and long-term strategic planning, making them ideal for organizations with extensive and ongoing annotation needs.

Question 4

How does API Access enhance the functionality of the platform?

Accepted Answer

API Access which is a feature of Business and Enterprise plans allows users to integrate the platform with other tools and systems they might be using, such as CRM systems, data management tools, or custom applications.

This integration enables automation of workflows, data import/export, and real-time interaction with the platform. API Access is critical for organizations looking to streamline their processes and integrate the annotation platform into their existing infrastructure.

Question 5

What are Annotation Agents in the Business and Enterprise plans?

Accepted Answer

Annotation Agents are LLMs that assist in the annotation tasks. Calibrion supports an increasing number of LLMs that can be selected in order to take over completely, or collaborate with human annotators to complete the annotation tasks.

The user can choose several agents, and observe their agreement through Calibrion's extensive quality control metrics.

This feature is particularly useful in the Business and Enterprise plans where large volumes of data need to be annotated quickly and accurately.

Question 6

What are Smart and Manual Filtering capabilities, and why are they important?

Accepted Answer

Smart Filtering which is available in all plans allows the user to automatically discard the annotations whose quality does not meet a configurable threshold. This can have a considerable impact on the quality of the downstream models which are planned to be trained or fine-tuned on this data.

In addition to Smart Filtering, the Business and Enterprise plans include both Manual Filtering, giving users more control and flexibility to manually define and apply their own filters.

Question 7

What does Automatic Quality Control entail, and how does it work across the different plans?

Accepted Answer

Automatic Quality Control refers to the system's ability to automatically check and ensure the quality of the annotations being done in your projects. This includes validating data against predefined criteria and detecting potential errors or inconsistencies. While the feature is available in all plans, the complexity and depth of the quality control mechanisms may vary. Although the Team plan already covers many metrics the Business and Enterprise plans offer more advanced metrics.

Question 8

Can I upgrade my plan as my needs grow?

Accepted Answer

Yes, you can upgrade your plan as your needs expand. If you start with the Team plan and find that you need more projects, storage, or additional features, you can easily upgrade to the Business or Enterprise plan.

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