Generative AI Use Cases Archives

CUA models

by ZBrain | Feb 14, 2025 | Generative AI, Generative AI Applications, Generative AI Use Cases

← All Insights Computer-using agent (CUA) models: Redefining digital task automation Listen to the article Your browser does not support the audio element. As artificial intelligence evolves, its ability to interact with digital environments is reaching new levels of...

AI in procure-to-pay processes

by ZBrain | Feb 13, 2025 | Generative AI, Generative AI Applications, Generative AI Use Cases

← All Insights AI in procure-to-pay processes: Scope, integration, use cases, challenges and future outlook Listen to the article Your browser does not support the audio element. The procure-to-pay (P2P) process is at the heart of business operations, ensuring...

AI in account-to-report

by ZBrain | Feb 4, 2025 | Generative AI, Generative AI Applications, Generative AI Use Cases

← All Insights AI in account-to-report: Scope, integration, use cases, challenges and future outlook Listen to the article Your browser does not support the audio element. The account-to-report (A2R) domain, encompassing critical financial operations such as journal...

Understanding vertical AI agents

by ZBrain | Dec 17, 2024 | Generative AI, Generative AI Applications, Generative AI Use Cases

← All Insights Understanding vertical AI agents: Applications, challenges, implementations and opportunities Listen to the article Your browser does not support the audio element. While the artificial intelligence market is experiencing rapid growth, vertical AI...

Generative AI for contracts management

by ZBrain | Dec 9, 2024 | Generative AI, Generative AI Applications, Generative AI Use Cases

← All Insights Generative AI for contracts management: Use cases, development, integration, and future trends Listen to the article Your browser does not support the audio element. The legal industry, traditionally bound by vast amounts of manual paperwork, is...

Generative AI in manufacturing

by ZBrain | Nov 6, 2024 | Generative AI, Generative AI Applications, Generative AI Use Cases

All Insights Generative AI in manufacturing: Capabilities, integration approaches, use cases, challenges and future outlook Listen to the article Your browser does not support the audio element. Could generative AI be the key to unlocking the future of manufacturing?...

ZBrain credits and their usage

A credit is a unit of usage on ZBrain. Credits are consumed whenever you perform actions such as embedding documents or querying an app. Here’s how credits are utilized:

Document Embedding:

When you upload a document, it is processed and embedded to create a searchable vector representation. This step consumes credits based on the size of the document and the embedding model used.

Input Processing:

When you ask a question, the relevant context is retrieved from the embeddings and processed by the Large Language Model (LLM). This step incurs a credit cost based on the model and the number of input tokens.

Generating Output

The LLM then generates a response based on the processed input, consuming additional credits based on the number of output tokens.

The cost in credits for various models and processes is detailed below:

Models and Credit Consumption:

Model	Input Cost	Output Cost
GPT-4o	2,500 credits / 1M tokens	7,500 credits / 1M tokens
GPT-4	15,000 credits / 1M tokens	30,000 credits / 1M tokens
GPT-4-32k	30,000 credits / 1M tokens	60,000 credits / 1M tokens
GPT-3.5 Turbo	250 credits / 1M tokens	750 credits / 1M tokens

Embedding Models:

Model	Input Cost
text-embedding-3-small	20 credits / 1M tokens
text-embedding-3-large	130 credits / 1M tokens
ada v2	100 credits / 1M tokens

When you create a knowledge base or query an app, credits are deducted based on the embedding, input, and output token usage. This ensures you only pay for what you use while leveraging the full power of advanced AI models.

CUA models

AI in procure-to-pay processes

AI in account-to-report

Understanding vertical AI agents

Generative AI for contracts management

Generative AI in manufacturing

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