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Cassidy vs. ChatGPT Enterprise

Index

In this article, we'll explore the key aspects that differentiate Cassidy from ChatGPT Enterprise, focusing on Cassidy's models, core features, security, support, and more to understand its advantages for implementing AI into your organization.

AI Models and Flexibility

Cassidy supports multiple AI models, including OpenAI's GPT-4o & GPT-4, Google Gemini, and Anthropic Claude. This approach offers a broader range of capabilities and a higher level of reliability depending on the use-case. For instance, we’ve found that Claude is the best for content writing, while GPT-4o is the best for internal Q&A. Unlike ChatGPT, which relies on OpenAI's models alone, Cassidy provides a more versatile AI experience.

The important part about being model agnostic is that when newer and better models are released, they will get added to Cassidy automatically. There’s no fear of purchasing and investing in an AI model that will quickly become outdated.

Knowledge Base

ChatGPT Enterprise, similar to other Large Language Models (LLMs), faces the inherent challenge of potentially generating misinformation or 'hallucinations'. A key limitation in this context is the model's inability to provide source citations for its generated content.

More specifically, ChatGPT Enterprise doesn’t support the ability to directly integrate with and store files in a centralized Knowledge Base. As of the latest update, you can add Google Drive and Microsoft Sharepoint files via the “chat” feature, but there’s no way to integrate or store them (and have it live sync when changes are made in your Google Drive, SharePoint, etc.). This makes Cassidy more ideal for use cases that require robust internal knowledge management and searching across thousands of files- unlike ChatGPT which is only ideal for one-off uploading of files.

Cassidy's Knowledge Base securely connects with over 100 tools and updates in real-time, prioritizing privacy. This comprehensive knowledge management system empowers Cassidy's AI capabilities with a rich context for generating accurate and relevant responses. Whenever it generates a source, it cites its sources so you can assure the accuracy of all your information.

AI Assistants

Cassidy's AI Assistants, powered by the Knowledge Base, perform specific tasks such as drafting replies to customer emails and assisting internal HR operations while maintaining contextual consistency across teams.

While ChatGPT Enterprise has GPTs that function similarly to Assistants, there are a few key reasons that Cassidy’s Assistants perform better:

  1. The ability to add context via your Knowledge Base allows for much higher accuracy compared to solely having detailed roles.
  2. The ability to easily share Assistants across your entire team for consistency (e.g. customer responses, RFP builders, blog post creation, etc.).
  3. Beyond Chat, you can take your assistants into multi-step workflows for greater creativity (more on this in the next section).

Multi-step Workflows

While ChatGPT focuses strictly on chats, Cassidy allows you to build and run multi-step workflows without the need for back and forth chatting. This feature is ideal for automating specific processes that you run in a similar way every time - it’s more effective to set it up once and just have to run it versus always having to chat back and forth.

With workflows, we can integrate with tools that ChatGPT for Enterprise can’t. For example, via Workflows, you can integrate with Zendesk and automate customer support. You can plug into Slack and easily deploy Slackbots to answer employee questions. We integrate with Zapier so you can plug into 6,000+ other apps and use Cassidy as the “AI Glue” to scrape the internet, craft customized content, and search your Knowledge Base - all with actual context on your business.

Our workflows allow you to bulk run as well - this is great for automating processes that require multiple iterative runs rather than a single run. Good examples: Responding to an RFP that has questions in hundreds of rows, uploading a sales lead list, and automatically generating dozens of custom cold emails, etc.

Integrations

Cassidy integrates with key business tools like Google Drive, SharePoint, Notion, Slack, Zapier, and much more. There is also a Webhook for incoming data and an API (both GET and POST) which allow you to securely integrate data from practically anywhere. This connectivity allows for seamless integration of AI Assistants. With Cassidy, you get access to thousands of integrations to trigger actions (e.g., drafting emails, sending Slack messages, responding to tickets, creating contacts, publishing blog posts) that are not possible with ChatGPT Enterprise.

Security and Data Privacy

Cassidy prioritizes data security with enterprise-grade protocols, ensuring user data safety. Both are SOC2 compliant and follow the industries top practices for security and privacy.

Support and Onboarding Process

Unlike ChatGPT for Enterprise, Cassidy believes in onboarding all of its Enterprise teams and providing ongoing support. From setting up your integrations to setting up complex workflows with your team, our goal is to continue unlocking new use-cases that make your team more productive.

More specifically, with your workspace, your team gets access to:

  1. Your own Dedicated Account Manager to help your team build AI assistants and workflows customized to your use cases.
  2. Team training sessions to train specific functional teams (sales, marketing, customer support, etc.) on how to best use Cassidy.
  3. Weekly Office Hours to help get questions answered live on calls.
  4. Slack channel with the Cassidy team to answer questions quickly or create requests for new integrations.

Because we can provide so much support & onboarding, Cassidy actually enables your team to effectively roll out AI, rather than just being another software tool in the mix.

Reach out to learn more

If you’re interested in learning more about our Enterprise offering, reach out to our sales team at team@cassidyai.com.

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Announcing Cassidy’s $3.7M Fundraising
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Announcing Cassidy’s $3.7M Fundraising

About us

Overview

LLMs created a new era of automation. While previous workflow automation platforms could only automate tasks with basic if/then logic, LLMs unlocked complex reasoning in natural language.  

However, the quality of LLM outputs and decisions is highly dependent on the specific context they’re given. Insufficient, disorganized, or outdated data can cause AI to respond inconsistently (or even hallucinate), making it hugely unreliable for business automation. Enter: Cassidy. 

Cassidy is a more intelligent automation platform that makes every decision with full context on your business. 

How it works: Cassidy’s knowledge base connects to your company’s existing knowledge tools (Slack, Notion, Drive, etc.) and automatically cleans, prepares and keeps your business’s data up-to-date. It removes the concept of “one-size-fits-all” logic and instead allows your team to reliably build powerful AI workflows that make complex, human-level decisions, all with a nuanced understanding of your company. 

Cassidy was built for both non-technical and technical users, making effective AI automations accessible to teams of all shapes and sizes. Today, we’re thrilled to announce our $3.7 million funding led by The General Partnership, Neo, Comma Capital, Spacecadet Ventures, Ride Ventures, and angels like Erik Goldman (Co-founder of Vanta), Jason Dorfman (CEO of Orum), Zach Sims (CEO of Codecademy). We closed our round in November 2023 and have been growing fast...

What makes Cassidy’s automations ‘intelligent’

Companies typically want to consolidate their tooling, and since Cassidy's workflows are tailored to how a business operates, it works ‘intelligently’ in a few different ways: 

It gets smarter with more interactions

Cassidy’s automations improve over time. Each interaction cites its sources, allowing you to verify and exclude specific information through human-in-the-loop processes. This transparency ensures your data remains accurate and up-to-date. As more interactions occur, Cassidy’s performance is refined, incorporating added context and prompt adjustments to continually enhance the system’s reliability.

It understands your business

Cassidy connects with all knowledge tools (Slack, Sharepoint, Confluence, etc.) to give AI context on your business, customers, competitors, brand voice, and more. It pulls the information in real-time so that it’s constantly up-to-date with what’s happening at your company and in the market. This gives Cassidy human-like judgment, and keeps responses consistent across your entire team.

It’s fully composable software

Cassidy allows teams to quickly build custom AI automations and agents. Companies can tailor the software to how their business operates, designing workflows that match their exact team’s processes. We're creating hundreds of AI action blocks combined with all the leading AI models (all included with your plan) so you can bring your AI tech stack into a unified platform. 

AI that can run asynchronously

Cassidy’s workflows allow you to build automations that run even while you’re sleeping. You can create triggers from hundreds of different tools to automate tasks automatically. Because our AI runs with specific guardrails and the full context of your company, you can trust it to perform reliably without needing a human in the loop.

Built for teams of all shapes and sizes

We're making AI automations accessible to teams of all sizes and skill sets. To stay ahead in the age of AI, automation is no longer optional—everyone needs to be able to build out automations. Cassidy is designed to make it incredibly easy for non-technical teams to use and build complex automations. We offer a library of pre-made workflows and a simple text-to-workflow creation process. For more technical teams and granular use cases, Cassidy has the flexibility to add code and prompt engineering. Cassidy also has enterprise-grade permissioning and security that you can trust to keep your data private and encrypted. You can set advanced user-level permissions for your automations and knowledge data to keep your data secure. Learn more about our security (including compliance with SOC II) at trust.cassidyai.com

Cassidy in the real world 

We started Cassidy a little over a year ago and are continuously blown away by our customers’ creativity, from startup founders automating responses to RFPs to global public companies automating their sales enablement flows for 12k+ companies. Some use cases to spotlight: 

RVezy is a leader in online RV rentals that built a suite of sales enablement and customer success automations. Since their business model and ideal customer persona are incredibly nuanced, they couldn’t rely on typical if/then logic or scoring criteria to prioritize and respond to customers. The team embedded Cassidy into their workflows to automate customer support triaging, handle chargeback disputes, and draft replies with highly nuanced context. These automations understand RVezy’s business inside-out and make high-context judgments for each ticket trained on thousands of previous support inquiries.

“Cassidy allows us to be much more proactive in addressing critical customer complaints - automatically escalating issues to a manager who can solve customer problems quickly

E78 Partners, a leading advisory firm, utilizes Cassidy's AI automations for research and knowledge transfer across teams. They've built automations that are hyper-personalized to support industry research and client facing projects.

"Cassidy personalizes its AI tools to know our business, clients, and industries better than any other AI-enabled company. Across the board, our team is obsessed with using Cassidy as a copilot to refine solutions, research external industry insights, streamline knowledge transfer across teams and find creative ways to automate the day-to-day monotonous tasks."

Lexer, a customer data platform, generates responses to RFPs in minutes. Their team created an AI workflow that extracts questions from documents, searches their knowledge base for answers, then writes a thorough response in Lexer’s brand voice.

“I never thought I’d be able to automate responding to our RFPs until I found Cassidy. It was incredibly easy to connect my tools, and helps us respond 3x faster to customers so we can close more deals.”

What’s next

At Cassidy, we believe AI is going to become more and more embedded into how companies operate, starting with automations. If what we’re building resonates, check out our many open roles at cassidyai.com/careers 👈

Save Thousands of Hours (and Dollars) with Cassidy's New Research Agent
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Save Thousands of Hours (and Dollars) with Cassidy's New Research Agent

AI models

Research doesn’t have to be an expensive, manual, time-consuming process anymore.

With Cassidy’s Research Agent, you get real-time, continuous access to the web until it finds the precise answers you need, delivering up-to-date, accurate information quickly and effortlessly.

Whether you’re after business insights or competitive data to fuel your growth strategy, this tool ensures you get the exact information you’re looking for — no manual research required. 

Unlike tools like ChatGPT, which handle individual queries, Cassidy’s solution is designed for repeatable, in-depth research. It continuously gathers, processes, and aggregates live web data, making it far more powerful for automating complex tasks that drive business decisions.

If you’ve been spending hours on research or relying on tools that fall short, it’s time to save both time and money with this powerful solution. 

Ready to see how it can transform your workflow? Let’s dive in

Simplifying research with limitless reach

Research Agent scours the internet to retrieve real-time data tailored to your needs. Whether you’re conducting in-depth analysis or verifying key information, it eliminates manual effort and helps you make faster, more informed decisions.

At its core, Research Agent combines custom queries, autonomous web scraping, data analysis, and customizable output options. Here’s how it works:

  • Custom Instructions: You define exactly what data you're looking for—whether it’s competitive insights, verifying a company’s online presence, or gathering the latest news. This gives you complete control over the research process.
  • Autonomous Web Scraping: The tool automatically scans public online sources like websites and databases, saving you hours of manual searches. It can’t log into private accounts but uses public-facing data to gather insights. For example, you could input a company domain, and Research Agent would analyze accessible websites and compile a list of competitors for you.
  • Data Processing and Confidence: After collecting the data, it’s analyzed and presented with confidence scores, detailed reasoning, and a step-by-step breakdown of how the results were gathered. You’ll be able to trust the data and understand exactly how it was sourced.
  • Customizable Output: The results are delivered in a format that fits seamlessly into your workflow, allowing you to quickly act on the insights you’ve gathered. Whether you're generating reports, conducting competitive analysis, or validating information, the output is flexible and designed to meet your specific needs.

As Research Agent continues to evolve, new templates and features will be added, enhancing its research capabilities and allowing you to tackle even more complex tasks.

For more details, check out this overview video: 

Our pre-existing templates can already help you work magic 🪄

We've created a range of pre-built templates available to simplify common research tasks, helping you get started right away.

These templates handle tasks such as:

  • Gathering Company and Competitor Information
  • Analyzing Company ICP and Positioning
  • Finding Company's Social Media Profiles
  • Identifying Person Names from Work Email Addresses
  • Locating Company Executives and Founders
  • Searching for Company Competitors
  • Verifying Domain Status
  • Finding Company Customers
  • Getting Company 10-K Reports

These templates allow you to quickly gather relevant data without having to build workflows from scratch. Whether you’re searching for key contacts or analyzing competitors, the templates are designed to make your job easier.

But the real advantage comes from customization. While pre-built templates offer convenience, you can design your own workflows tailored to your specific needs. Whether you're automating a series of unique tasks or gathering insights for a highly specialized project, you can create workflows that match your exact requirements.

By designing custom templates, you not only save time but also open the door to automating complex tasks. This flexibility allows you to streamline operations, make more informed decisions, and focus on using the data to fuel business growth.

Applying Research Agent's insights for your business

The data gathered by Research Agent can be used across different areas of your business to make smarter, more strategic decisions.

  • For Sales: Detailed insights on potential customers, including their company background and key contacts, allow you to tailor your outreach for maximum impact.
  • For Competitive Analysis: Having access to competitor data in real-time enables you to quickly identify market trends, analyze your competitors’ strategies, and adjust your own.
  • For Lead Generation: By automating research, you can quickly build lists of high-quality contacts and leads, giving your team more time to focus on outreach.
  • For Market Research: Gain access to industry trends and customer preferences to make strategic business decisions faster, putting you ahead of the competition.

Here's an example of how you can conduct industry research: 

As many departments in your organization are likely spending significant time or money on research tools, we aim to simplify that—while offering you the most accurate, current insights available from across the web.

Plus, exporting this data is easy.

With integrations like OneDrive and Word, exporting your data is seamless, allowing you to put research into immediate use. Some integrations work across both Knowledge Base and workflows, such as Slack, making it easy to store data and send notifications where they’re most useful. No matter where your data is headed, outputs are formatted to fit your exact needs.

Experience Cassidy for yourself

Ready to simplify your workflows and make data-driven decisions with ease? Cassidy offers the tools to automate your research and streamline operations across your business. 

Sign up for a free trial today.

The Two Paths to Integrating AI in your Business
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The Two Paths to Integrating AI in your Business

AI models

There are two primary categories for integrating AI into your business:

  1. Boosting Internal Productivity - In other words, figuring out how to make your employees and workflows more efficient, so you can deliver better results faster.
  2. Enhancing the Customer Experience - Exploring what you can offer on top of your existing products and services to make your customers even happier.

Focusing on internal productivity will help cut costs, while improving the customer experience will help you earn more.

Internal Productivity

In my view, it’s easier to start with internal productivity. Greater AI adoption within your team or even by yourself will lead to a substantial increase in overall productivity. The right AI strategy will turn everyone in your organization into a top performer.

Of course, figuring out the best AI strategy can be tricky. But, I think it’s important to not overthink it. Just starting to use AI tools and sharing them with your team can pave the way for in-depth AI integration across your organization. It’s crucial for everyone to have that “Aha” moment with AI.

At CassidyAI, we’re all about this mission. While we’re still slowly rolling out early access, we’ve been documenting our process publicly because we believe everyone can benefit from the thinking we’re putting into how to build features that truly speed up internal workflows.

We showcased our plugin feature that allows you to bring an AI assistant, custom-trained for your business, virtually anywhere on the internet. It’s been a game-changer for sales, customer success, and marketing teams.

(Check out the demo here. You can also signup for the Cassidy waitlist here)

The point is this: When integrating AI into your business, consider the workflows and tasks that currently exist and explore how AI could be introduced to enhance them. Never assume AI can't help--even small steps towards incorporating AI eventually become meaningful time savings.

Customer Experience

On the other hand, you can drive significant customer retention and growth by thoughtfully using AI in your products and services. This approach requires creativity, as it is not as simple as purchasing an off-the-shelf solution for internal workflow optimization.

AI-enabled features in your products and services could include personalized recommendations, an AI chatbot, or simple AI features that make it easier for people to use your product. The catch is that these features must be unique to your business.

For instance, Shopify customers struggled to optimize their stores properly, so their AI sidekick was developed to do it automatically. Another example: I recently spoke with a personal trainer who introduced an AI chatbot for fitness-related questions because clients struggled with guidance on days they weren’t seeing the trainer.

When considering AI implementation, think about the biggest pain points for your current customers. Why do people churn? Is something stopping them from using your product or service more often? What are their unmet needs?

It’s within these questions, you’ll find opportunities to enhance the customer experience using AI.

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Access to the top models

Cassidy includes the top 5+ leading AI models.

Assistants

Intelligent assistants personalized to your team.

Workflows

Automate tasks with custom, data-driven workflows.

Chrome extension

Cassidy at your fingertips with browser extensions.

No model training

Unlike ChatGPT, Cassidy never trains with your data.

Knowledge Base

Centralized intelligence for smarter automation.