Optimize Workflows With ZBrain by Leveraging Your Enterprise Data

A comprehensive list of sample questions across various departments in different industries that can be asked to an LLM connected to a company’s private data source through ZBrain.

AUTOMOTIVE
CUSTOMER SUPPORT
CYBER SECURITY
EDUCATION
FINANCE
HEALTHCARE
HOSPITALITY
INSURANCE
LEGAL
LOGISTICS
MANUFACTURING
RETAIL
SAAS
SUPPLY CHAIN
Automotive
Sales Department:
Can you provide insights into the customer feedback received from recent vehicle purchases?
Research and Development Department:
Are there any partnerships or collaborations with external organizations to enhance our research capabilities?
Manufacturing Department:
What measures are being taken to ensure quality control and minimize production defects?
Human Resources Department:
What initiatives are in place to support employee well-being and work-life balance?
Finance Department:
What is the current year’s financial performance of the company?
Customer Service Department:
How are we collecting and analyzing customer feedback to improve our products and services?
Legal and Compliance Department:
Can you provide an overview of ongoing legal proceedings?
Customer Support
General inquiries:
How many customer support tickets were resolved last month?
Customer feedback and sentiment analysis:
What are the most common customer complaints or issues?
Product/service improvements:
What are the main pain points customers experience with our product/service?
Support team performance:
How many tickets does each support agent handle on average?
Self-service and knowledge base optimization:
What are the most frequently accessed articles in our knowledge base?
Customer support question:
I forgot my account password. How can I reset it?
Customer support question:
I’m having trouble accessing a feature on your website. Can you assist me with resolving this issue?
Cyber Security
Security Operations Center (SOC):
Can you provide an overview of the current threat landscape?
Incident Response Department:
What is the procedure for handling a security incident?
Vulnerability Management Department:
What are the critical vulnerabilities that need immediate attention?
Security Engineering Department:
What are the best practices for securing cloud environments?
Security Awareness Training Department:
What topics should be covered in our employee cybersecurity training program?
Threat Intelligence Department:
What are the indicators of compromise related to a specific malware campaign?
Education
Admissions department:
What is the average SAT score for incoming freshmen?
Registrar department:
What is the deadline for dropping a class?
Student Services department:
How do I access career counseling services?
Library department:
What databases are available for research on early childhood education?
Faculty department:
How do I submit grades online?
Administration department:
What is the budget for the upcoming academic year?
Finance
Accounting department:
What are the current accounts receivable outstanding for this quarter?
Treasury department:
What is the current level of debt outstanding?
Taxation department:
What is the effective tax rate for the current financial year?
Audit department:
How many audit findings have been identified and resolved in the last quarter?
Compliance department:
What is the status of compliance with regulatory requirements for the company?
Investment department:
What is the investment strategy of the company’s portfolio? 
Healthcare
Medical Records department:
What tests has patient Y undergone in the past year?
Billing department:
Can you provide the billing details for patient Z’s recent hospital stay?
Pharmacy department:
What is the maximum dosage of medication B for a patient weighing 150 pounds?
Nursing department:
What is the current vital signs of patient D?
Human Resources department:
Can you provide the attendance report for employee G for the past month?
Marketing department:
How many patients have signed up for our new health program?
Hospitality
Food and Beverage:
Which wines in our inventory have the highest customer ratings?
Sales and Marketing:
Can you provide a summary of customer feedback received from online review platforms?
Finance:
What were the total revenue and expenses for the previous month?
Human Resources:
How many open positions do we currently have across all departments?
Events and Conferences:
How many conference rooms are booked for the next week?
Guest Services:
Can you provide recommendations for local attractions and activities?
Insurance
Customer Service Department:
Can you provide a detailed overview of the coverage included in the homeowner’s insurance policy?
Claims Department:
What specific documents do I need to submit when filing a claim for property damage?
Underwriting Department:
What are the eligibility requirements for obtaining life insurance?
Sales and Marketing Department:
Can you explain the key features and benefits of our commercial insurance packages?
Compliance and Legal Department:
Can you review our advertising materials for compliance with industry guidelines?
Finance and Accounting Department:
What is the current reserve amount for outstanding claims?
Legal
Litigation department:
Can you provide a list of upcoming court dates for our clients?
Corporate department:
Can you provide me with the most recent version of our company’s bylaws?
Employment Law department:
Can you provide me with the current version of our employee handbook?
Intellectual Property department:
Can you provide me with a copy of our company’s patent portfolio?
Compliance department:
Can you provide an overview of the company’s compliance policies and procedures?
Contracts department:
Can you provide me with a copy of the contract for our partnership with Company Y?
Logistics
Operations Department:
What measures are in place to monitor and improve the performance of our warehouse operations?
Warehouse Management Department:
What technologies or systems are in place to optimize inventory management and reduce storage costs?
Procurement Department:
What measures are in place to evaluate supplier performance and ensure adherence to quality standards?
Customer Service Department:
Can you provide insights into our complaint resolution process and any initiatives to enhance customer support?
Compliance and Regulatory Department:
What measures are in place to ensure proper documentation and adherence to customs regulations for international shipments?
Finance Department:
What measures are in place to monitor and control expenses, such as fuel costs or maintenance expenditures?
Manufacturing
Production department:
How many units of product X were manufactured last month?
Quality control department:
How many defective products were identified during the quality check last week?
Sales department:
What were the top-selling products in the past quarter?
Marketing department:
Which products have the highest market share?
Finance Department:
How much revenue was generated in the last quarter?
Supply chain department:
What is the status of the pending purchase orders?
Retail
Marketing department:
Which marketing campaigns had the highest conversion rates?
Sales department:
What is the average purchase amount for customers who buy product X?
Supply Chain department:
Which supplier offers the best pricing and delivery options for a specific item?
HR department:
How many employees are currently enrolled in our health insurance plan?
Finance department:
What were our expenses for last quarter?
Operations department:
What is the average delivery time for online orders?

Here are some examples of integration of ZBrain in a SaaS application.

Use Cases:

  1. Prompt-based creation of forms
  2. Tenant-specific actions like adding records, updating information, generating reports using prompts
  3. Create images specific to a tenant, like creating unique avatars, icons etc.
  4. Search tenant data with natural language prompts
  5. Run background Digital Agents for specific tasks for a tenant to perform automation.
  6. Use tenant-specific application data to generate content like headings, forms, and short or long-form content.
  7. Create scripts, queries, regex expressions, and small functions

ZBrain

Supply Chain
Procurement Department:
What measures are in place to monitor supplier performance and manage potential risks in the supply chain?
Inventory Management Department:
Can you provide insights into our inventory replenishment strategies, such as just-in-time (JIT) or vendor-managed inventory (VMI)?
Logistics and Transportation Department:
What transportation modes and carriers do we utilize to ensure efficient and timely movement of goods?
Demand Planning Department:
What measures are in place to monitor and adjust demand plans in response to market dynamics or changing customer needs?
Data Analytics and Technology Department:
Can you provide insights into our utilization of big data and predictive analytics to optimize supply chain operations?
Risk Management Department:
What measures are in place to ensure compliance with relevant regulatory requirements and standards?
AUTOMOTIVE
CUSTOMER SUPPORT
CYBER SECURITY
EDUCATION
FINANCE
HEALTHCARE
HOSPITALITY
INSURANCE
LEGAL
LOGISTICS
MANUFACTURING
RETAIL
SAAS
SUPPLY CHAIN
Automotive
Sales Department:
Can you provide insights into the customer feedback received from recent vehicle purchases?
Research and Development Department:
Are there any partnerships or collaborations with external organizations to enhance our research capabilities?
Manufacturing Department:
What measures are being taken to ensure quality control and minimize production defects?
Human Resources Department:
What initiatives are in place to support employee well-being and work-life balance?
Finance Department:
What is the current year’s financial performance of the company?
Customer Service Department:
How are we collecting and analyzing customer feedback to improve our products and services?
Legal and Compliance Department:
Can you provide an overview of ongoing legal proceedings?
Customer Support
General inquiries:
How many customer support tickets were resolved last month?
Customer feedback and sentiment analysis:
What are the most common customer complaints or issues?
Product/service improvements:
What are the main pain points customers experience with our product/service?
Support team performance:
How many tickets does each support agent handle on average?
Self-service and knowledge base optimization:
What are the most frequently accessed articles in our knowledge base?
Customer support question:
I forgot my account password. How can I reset it?
Customer support question:
I’m having trouble accessing a feature on your website. Can you assist me with resolving this issue?
Cyber Security
Security Operations Center (SOC):
Can you provide an overview of the current threat landscape?
Incident Response Department:
What is the procedure for handling a security incident?
Vulnerability Management Department:
What are the critical vulnerabilities that need immediate attention?
Security Engineering Department:
What are the best practices for securing cloud environments?
Security Awareness Training Department:
What topics should be covered in our employee cybersecurity training program?
Threat Intelligence Department:
What are the indicators of compromise related to a specific malware campaign?
Education
Admissions department:
What is the average SAT score for incoming freshmen?
Registrar department:
What is the deadline for dropping a class?
Student Services department:
How do I access career counseling services?
Library department:
What databases are available for research on early childhood education?
Faculty department:
How do I submit grades online?
Administration department:
What is the budget for the upcoming academic year?
Finance
Accounting department:
What are the current accounts receivable outstanding for this quarter?
Treasury department:
What is the current level of debt outstanding?
Taxation department:
What is the effective tax rate for the current financial year?
Audit department:
How many audit findings have been identified and resolved in the last quarter?
Compliance department:
Can you provide an overview of the company’s compliance policies and procedures?
Investment department:
What is the investment strategy of the company’s portfolio? 
Healthcare
Medical Records department:
What tests has patient Y undergone in the past year?
Billing department:
Can you provide the billing details for patient Z’s recent hospital stay?
Pharmacy department:
What is the maximum dosage of medication B for a patient weighing 150 pounds?
Nursing department:
What is the current vital signs of patient D?
Human Resources department:
Can you provide the attendance report for employee G for the past month?
Marketing department:
How many patients have signed up for our new health program?
Hospitality
Food and Beverage:
Which wines in our inventory have the highest customer ratings?
Sales and Marketing:
Can you provide a summary of customer feedback received from online review platforms?
Finance:
What were the total revenue and expenses for the previous month?
Human Resources:
How many open positions do we currently have across all departments?
Events and Conferences:
How many conference rooms are booked for the next week?
Guest Services:
Can you provide recommendations for local attractions and activities?
Insurance
Customer Service Department:
Can you provide a detailed overview of the coverage included in the homeowner’s insurance policy?
Claims Department:
What specific documents do I need to submit when filing a claim for property damage?
Underwriting Department:
What are the eligibility requirements for obtaining life insurance?
Sales and Marketing Department:
Can you explain the key features and benefits of our commercial insurance packages?
Compliance and Legal Department:
Can you review our advertising materials for compliance with industry guidelines?
Finance and Accounting Department:
What is the current reserve amount for outstanding claims?
Legal
Litigation department:
Can you provide a list of upcoming court dates for our clients?
Corporate department:
Can you provide me with the most recent version of our company’s bylaws?
Employment Law department:
Can you provide me with the current version of our employee handbook?
Intellectual Property department:
Can you provide me with a copy of our company’s patent portfolio?
Compliance department:
Can you provide an overview of the company’s compliance policies and procedures?
Contracts department:
Can you provide me with a copy of the contract for our partnership with Company Y?
Logistics
Operations Department:
What measures are in place to monitor and improve the performance of our warehouse operations?
Warehouse Management Department:
What technologies or systems are in place to optimize inventory management and reduce storage costs?
Procurement Department:
What measures are in place to evaluate supplier performance and ensure adherence to quality standards?
Customer Service Department:
Can you provide insights into our complaint resolution process and any initiatives to enhance customer support?
Compliance and Regulatory Department:
What measures are in place to ensure proper documentation and adherence to customs regulations for international shipments?
Finance Department:
What measures are in place to monitor and control expenses, such as fuel costs or maintenance expenditures?
Manufacturing
Production department:
How many units of product X were manufactured last month?
Quality control department:
How many defective products were identified during the quality check last week?
Sales department:
What were the top-selling products in the past quarter?
Marketing department:
Which products have the highest market share?
Finance Department:
How much revenue was generated in the last quarter?
Supply chain department:
What is the status of the pending purchase orders?
Retail
Marketing department:
Which marketing campaigns had the highest conversion rates?
Sales department:
What is the average purchase amount for customers who buy product X?
Supply Chain department:
Which supplier offers the best pricing and delivery options for a specific item?
HR department:
How many employees are currently enrolled in our health insurance plan?
Finance department:
What were our expenses for last quarter?
Operations department:
What is the average delivery time for online orders?

Here are some examples of integration of ZBrain in a SaaS application.

Use Cases:

  1. Prompt-based creation of forms
  2. Tenant-specific actions like adding records, updating information, generating reports using prompts
  3. Create images specific to a tenant, like creating unique avatars, icons etc.
  4. Search tenant data with natural language prompts
  5. Run background Digital Agents for specific tasks for a tenant to perform automation.
  6. Use tenant-specific application data to generate content like headings, forms, and short or long-form content.
  7. Create scripts, queries, regex expressions, and small functions

Saas

Supply Chain
Procurement Department:
What measures are in place to monitor supplier performance and manage potential risks in the supply chain?
Inventory Management Department:
Can you provide insights into our inventory replenishment strategies, such as just-in-time (JIT) or vendor-managed inventory (VMI)?
Logistics and Transportation Department:
What transportation modes and carriers do we utilize to ensure efficient and timely movement of goods?
Demand Planning Department:
What measures are in place to monitor and adjust demand plans in response to market dynamics or changing customer needs?
Data Analytics and Technology Department:
Can you provide insights into our utilization of big data and predictive analytics to optimize supply chain operations?
Risk Management Department:
What measures are in place to ensure compliance with relevant regulatory requirements and standards?

Empower Your Business With Custom Generative AI Applications

  • Leverage Premier Foundation Models From OpenAI, Anthropic, Google and Beyond
    Fine-tune models with your proprietary enterprise data in a private cloud environment. One-click switch between Large Language Models. 

  • Accelerate Business Growth With End-to-end AI Platform 
    Seamless integration of ZBrain as a prompt-response service into your existing tools and products.

  • Easily Build a ChatGPT Like Interface in Minutes
    Harness the power of open-source Large Language models such as GPT-4, GPT-NeoX, and FLAN with one click and connect it to your private data.

  • Improve Responses Using RLHF
    Continuous improvement of the results with reinforced learning by human feedback.

  • Deploy on a Private Self-hosted Cloud or Use ZBrain Cloud in One Click
    Enhance your deployment experience with secure options like ZBrain Cloud or the flexibility to self-host on a private infrastructure.

ZBrain - Architecture Diagram

AI Risk Governance for Enterprises

ZBrain’s Risk Governance feature enhances data safety by removing risky information and replacing it with synthetic data through prompt engineering. It identifies and eliminates risks such as Financial Risk, Medical Risk, Privacy Risk, Safety Risk, Harmful Language Risk, IP/Code Risk, and Confidential Info Risk. By tailoring the prompts, ZBrain effectively mitigates the identified risks, ensuring data protection and minimizing the potential for information leaks to LLMs.

AI Risk Governance for Enterprises

Create Complex Business Logic with No Code using
ZBrain Flow

ZBrain Flow empowers you to create business logic without writing any code. The intuitive flow interface allows you to connect multiple large language models, prompt templates, and image and video models with extraction and parsing tools to build powerful and intelligent applications. The drag-and-drop Flow interface simplifies creating and modifying complex business logic. See Examples

Flows

Explore ZBrain

Create

Build

Deploy

Create

Build a knowledge base by uploading pdf, doc, excel, CSV, or any format of data. Or, use our API to seamlessly integrate real-time data into your AI model-building process.

Build

Build

Experiment and compare different AI models, prompts, and fine-tuning strategies using ZBrain. Bundle your preferred options into a single package to build your custom ChatGPT App.

Deploy

Deploy

Securely deploy your custom ChatGPT application to a Virtual Private Cloud or ZBrain’s infrastructure with a single click. Integrate API endpoints into production with built-in monitoring.

Build a ChatGPT-like app in minutes!

With ZBrain, building a custom ChatGPT-like app using your proprietary data is a breeze! Sign up on the platform, create a knowledge base using your private data, and build your app in minutes. Integrate the app seamlessly into your workflows for enhanced operational efficiency.

Top Features at a Glance

Integration with 80+ data sources
Select any generative models
Real-time data integration
Turnkey AI apps
Secure deployment
Scalable
Fine-tuning with custom data
Reinforcement learning from human feedback
Built-in monitoring
Seamless integration as a Prompt-Response Service

Source Enterprise Data From 80+ Integrations

ZBrain simplifies data importing from databases, cloud storage, and APIs, preprocessing it for fine-tuning with the Large Language Model. It seamlessly integrates with various services such as MySQL, SQL, MongoDB, Amazon AWS, Google Cloud, Azure Cloud, email, CRMs, Google Drive, Dropbox, Atlassian Products, Notion, Slack, and more. In self-hosted deployments, data remains securely stored within the enterprise cloud, where it is preprocessed and used for fine-tuning, ensuring data confidentiality and integrity.

Source Enterprise Data From 80+ Integrations

Feature Comparison: ZBrain vs Competitors

Explore how ZBrain stacks up against the competition:

Factors Details ZBrain Bing Enterprise Chat Open Source Framework SheetGPT
Multiple LLMs Support Configure your solution to choose from multiple LLM options.
AI Risk Governance Swap original content with synthetic data before querying an LLM
Flow Drag and drop components to create a workflow and recursive prompting.
Private Deployment Platform running behind the enterprise's firewall.
Cloud Agnostic Support for different cloud services like Google Cloud, AWS, Azure, etc., and ability to be deployed on-premise.
Chunking Strategy Switching Ability to change how chunks are created for cognitive search.
Embeddings DB Support Choose between multiple embeddings databases for performance tuning.
Model Configuration Auto Testing Any modification to the configuration of an app triggers a quality assurance report with accuracy metrics.
Structured and Unstructured Datasources Support Import data from SQL, FlatDB, PDFs, Docx, CSVs, Excels, Images.
Recursive Prompting Ability to take output of one LLM to another LLM.
Extended DB Pre-construction of structured data from unstructured data for better context.
Enterprise Support Enterprise-level support.

ZBrain Demo Apps

ChatGPT for BMW X4 Specs Sheet

ChatGPT for BMW X4 Specs Sheet

ChatGPT for Arthritis

ChatGPT for Arthritis

ChatGPT for McDonald’s Handbook

ChatGPT for McDonald’s Handbook

ChatGPT for Marriot Quarterly Report

ChatGPT for Marriot Quarterly Report

ChatGPT for GE Annual Report

ChatGPT for GE Annual Report

ChatGPT for Stanford Facts

ChatGPT for Stanford Facts

ChatGPT for Apple Annual Report

ChatGPT for Apple Annual Report

ChatGPT for Citi Group Investors

ChatGPT for Citi Group Investors

Better productivity at Best Pricing

Basic

$0.00/month
  • 100 Queries/Month
  • 1 App
  • Character Limit for Knowledge Base(s): 10 million
  • LLM: GPT 3.5 Turbo
  • Public/Private Apps
  • 80+ Data Integration Sources
  • Customizable Interface
  • Embed on Unlimited Websites
Introductory Price

Starter

$19.00/month

30 days free trial

  • 2000 Queries/Month
  • 1 App
  • Character Limit for Knowledge Base(s): 50 million
  • LLM: GPT 3.5 Turbo
  • Public/Private Apps
  • 80+ Data Integration Sources
  • Customizable Interface
  • Embed on Unlimited Websites
  • API Access
  • Email Support
  • SLA of 2 Business Days
Introductory Price

Growth

$299.00/month

30 days free trial

  • 10,000 Queries/Month
  • 3 Apps
  • Character Limit for Knowledge Base(s): 1 billion
  • LLM: GPT- 4
  • Public/Private Apps
  • 80+ Data Integration Sources
  • Customizable Interface
  • Embed on Unlimited Websites
  • API Access
  • Email Support
  • SLA of 2 Business Days

Enterprise Plan

  • Unlimited Queries
  • Unlimited Apps
  • Unlimited Knowledge Base Characters Limit
  • LLMs: GPT-4, GPT-3.5 Turbo, AZURE GPT-4, Vicuna
  • Public/Private Apps
  • 80+ Data Integration Sources
  • AI Risk Governance
  • Customizable Interface
  • Embed on Unlimited Websites
  • API Access
  • Private Deployment
  • Priority Email Support
  • SLA of 4 Hours