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Announcing Cassidy’s $3.7M Fundraising

Index

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 Insufficient, disorganized, or outdated data can cause AI to respond inconsistently (or even hallucinate), making it hugely unreliable for business automation.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 👈

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Cassidy vs. Zapier: AI-Powered Automation vs. Traditional Workflows
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Cassidy vs. Zapier: AI-Powered Automation vs. Traditional Workflows

About us

Overview

Automation has evolved beyond simple “if this, then that” workflows. Cassidy is an AI-native automation platform, built for teams that need automation with human-level judgment—not just rule-based triggers. Zapier, on the other hand, is a traditional automation tool designed to connect apps with simple workflows.

While Zapier is great for basic, repetitive tasks, Cassidy takes automation further by infusing AI into every workflow, integrating deeply with business knowledge, and enabling non-technical users to build advanced automations.

Here’s a quick comparison of Cassidy vs. Zapier:

Feature Cassidy (AI-Driven) Zapier (Rule-Based)
Core Focus AI-powered automation & assistants Traditional “if this, then that” workflows
Built-in AI ✅ AI powers every step ❌ AI must be manually integrated as a step
Knowledge Base ✅ Retains & applies business context ❌ Workflows don’t retain knowledge
AI Assistants ✅ Real-time assistants in Slack, Teams, Chrome ❌ No AI assistants, only background workflows
Ease of Use ✅ No-code, built for non-technical users ⚠️ Simple for basic tasks, but lacks built-in AI
Learning Over Time ✅ Workflows improve with use ❌ Workflows remain static
Automation Logic ✅ Flexible, AI-driven workflows that adapt ❌ Rigid “if this, then that” logic
AI Models ✅ Built-in (GPT-4, Claude, etc., no setup needed) ❌ Must manually connect OpenAI or Zapier AI
Security & Access ✅ Enterprise-grade (SOC 2, permissions, SSO) ❌ Basic security, designed for small teams
Ideal User Businesses & enterprises needing AI automation Great for individuals & small teams

AI Integration: Built-in AI vs. “Add-on AI”

Cassidy is AI-first, meaning every workflow uses intelligence at its core. Whether automating sales outreach, drafting RFP responses, or summarizing customer inquiries, Cassidy’s AI understands context and makes informed decisions—just like a human would.

Zapier, on the other hand, treats AI as an add-on. You can add AI as a step in a Zap (e.g., sending data to OpenAI), but AI isn’t natively built into workflows. It’s an external tool you have to configure and integrate manually.

Cassidy makes AI a seamless part of automation, while Zapier simply calls AI when told to.

Cassidy is No-Code & Built for Non-Technical Users

One of the biggest differences between Cassidy and Zapier is who can use it.

  • Cassidy is designed for non-technical users. Anyone—sales teams, support reps, marketers—can build and customize AI-powered workflows without writing code.
  • Zapier is better suited for technically inclined users. While it offers a simple interface, more advanced automations require complex setup, API configurations, and manual logic building.

For example:

  • In Cassidy, a sales rep can automate lead enrichment, and Cassidy will research a prospect, pull insights, and generate a personalized outreach email.
  • In Zapier, you’d have to manually connect multiple apps, trigger API calls, and piece together responses with no contextual understanding.

If you want a platform that empowers every team member to build their own AI-driven automations—without waiting on developers—Cassidy is the clear choice.

Automation Logic: AI-Powered vs. Rigid “If-Then”

Zapier follows a strict “if this, then that” model. Every Zap follows a predefined sequence: if a condition is met, a specific action happens. While this works for repetitive tasks, it doesn’t adapt to complexity.

Cassidy enables flexible, AI-driven workflows. Instead of following a fixed set of rules, Cassidy’s automation:

  • Understands context and makes real-time decisions
  • Learns and improves over time
  • Handles complex, text-based tasks that traditional automation tools can’t

For example, Cassidy can automatically process and respond to RFPs, pulling from historical proposals to generate accurate answers. This simply isn’t possible in Zapier.

AI Assistants: Cassidy Provides Real-Time AI, Zapier Doesn’t

Cassidy doesn’t just run background workflows—it also provides real-time AI Assistants that work inside your favorite tools.

  • Slack & Teams Assistants – Employees can ask Cassidy questions, pull reports, and get AI-driven insights without leaving chat.
  • Chrome Assistant – AI that can analyze webpages, summarize information, or draft content in real time.
  • Embedded AI Assistants – Add Cassidy’s AI into your existing apps via API or UI embeds.

Zapier has no AI assistant functionality. It runs in the background, but users can’t interact with AI in real time. If you need AI that works inside the tools you already use, Cassidy is the only option.

Security & Enterprise Scalability

For businesses with security and compliance needs, Cassidy is built for enterprise use.

  • SOC 2 Type II, SSO, and granular permission controls
  • Knowledge Base permissions so AI can only access authorized data
  • Built to scale across teams, with centralized security settings

Zapier, on the other hand, is designed more for individuals and small teams. It offers team accounts, but lacks Cassidy’s granular security controls, making it less ideal for large enterprises with strict compliance needs.

Who Should Use Cassidy vs. Zapier?

Use Cassidy if you need:

✔️ AI-powered automation that understands context
✔️ No-code, enterprise-ready automation for non-technical teams
✔️ Real-time AI Assistants for Slack, Teams, and Chrome
✔️ Advanced security, scalability, and compliance

Use Zapier if you need:

✔️ Simple, rule-based automation for moving data between apps
✔️ A personal productivity tool for repetitive tasks
✔️ A lightweight solution for basic workflows

Both platforms serve different needs. If you need true AI-powered automation that can handle complex workflows and scale across your organization, Cassidy is the better choice.

Final Thoughts: Why Cassidy Wins

Zapier is a great tool for basic, trigger-based automation, but it wasn’t built for AI-first workflows. If you want automation that thinks, learns, and adapts, Cassidy is the future.

Cassidy doesn’t just move data—it automates the impossible. Ready to see it in action? Book a demo today.

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.

Centralize and Optimize: How Cassidy's Knowledge Base Unifies Your Business Ecosystem
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Centralize and Optimize: How Cassidy's Knowledge Base Unifies Your Business Ecosystem

AI models

Imagine having a single command center for all your business’s systems, information, and data — where every tool, every document, and every piece of relevant data works together seamlessly.

Now, imagine layering in the power of all leading AI systems, seamlessly integrated and working in harmony within one platform.

That’s exactly what Cassidy’s Knowledge Base delivers.

It’s like building a brain for your business, one that learns from your unique systems, stays up-to-date, and ensures your workflows are always in sync.

By combining the strengths of your existing tools and the capabilities of diverse AI systems, Cassidy transforms how your team operates, making it smarter, faster, and more effective. Let’s explore how Cassidy’s Knowledge Base can take this vision and make it a reality, starting with how it learns and integrates seamlessly with your business.

Imagine What’s Possible With AI That Knows Your Business

Cassidy's Knowledge Base acts as the backbone of your tech ecosystem, seamlessly connecting systems, tools, and data for smarter collaboration.

But how does it work?

Cassidy integrates directly with your existing tools, transforming the scattered matrix of information across platforms into a streamlined, interconnected system where every moving part works together.

Cassidy transforms the way businesses manage their sprawling ecosystems of data and tools by breaking down silos and connecting every piece into one seamless framework.

A customer service rep no longer needs to search Zendesk, SharePoint, and Google Drive to find the right answer. Instead, Cassidy scans all connected sources in real-time and consolidates the best response — whether it’s in an internal document or a support article — into an on-brand email, ready to send in seconds.

Sales teams can gain a new edge. A rep using Salesforce can access deal history, competitive insights, and product data without switching platforms, enabling faster prep and sharper pitches.

Marketing? Cassidy can weave insights from market research, customer feedback, and internal strategies into compelling, data-driven content — ready for the next campaign or blog post.

The possibilities are endless. No matter your industry, role, or experience with AI, Cassidy continues to evolve by integrating new technologies, expanding features, and adopting advancements in tools and large language models (LLMs). We're going to continue making strides to make sure that you are efficient at your job, with a lot less stress.

Modern tech stacks NEED to be more ... modern

Modern tech stacks are essential for operations but often come with significant challenges. Enterprises depend on an array of platforms tailored to specific departments, yet these tools frequently operate in silos.

This fragmentation leads to inefficiencies, complicating workflows and limiting collaboration. Bridging these gaps is not just a technical challenge — it’s a necessity for unlocking productivity and streamlining operations across the business. To sum it up, here are some of the issues with tech stacks that aren't connected: 

  • Data Silos: Different platforms house valuable information, but lack of integration makes it challenging to access or leverage effectively.
  • Workflow Gaps: Teams often navigate between disconnected systems, leading to redundant tasks, slower processes, and higher error rates.
  • Redundancies in Tools: Overlapping functionalities across tools lead to unnecessary costs and confusion about which platform to use.
  • Scalability Issues: Expanding enterprises face difficulty aligning new tools with existing systems, making streamlined growth a challenge.

Simplifying a tech stack requires more than integration — it involves creating synergy between tools, aligning them with organizational goals, and ensuring seamless interaction for end-users. 

Here's how simple it can be to have these systems work together: 

Optimizing your tech stack (with the help of AI) allows teams to focus on strategic goals, collaboration, and execution rather than battling fragmented systems. By addressing these challenges, businesses can unlock the full potential of their tech stack, and, more importantly, empower their people.

We hope that companies with well-organized Cassidy Knowledge Bases will not only drive greater value for the organization but also enables individuals to focus on meaningful, productive work that benefits both the business and their own professional growth.

Create a knowledge base that will unify your tech stack 

Building a custom AI knowledge base with Cassidy will help transform your business and connect all of your services to have them work for you, as opposed to create more work.

A few clicks will allow you to save hundreds of hours, as Cassidy integrates your company’s data and systems, creating a cohesive, intelligent platform

Whether stored in internal documents, external tools, or shared platforms, your company’s knowledge is unified into one intelligent system. Cassidy ensures no information is overlooked, transforming fragmented data into a cohesive, AI-powered resource that enhances workflows and keeps your team equipped with the most accurate and up-to-date information.

The real-time syncing sets Cassidy apart.

The moment something in your systems changes or updates, Cassidy reflects those changes instantly. Your team gets access to the most current, relevant, and accurate data — no delays, no digging through systems.

Supported by traceable insights and complete transparency, Cassidy allows your team to track information back to its source, ensuring accuracy and trust.

We work with all the major tools out there, and the list is growing. Cassidy integrates with nearly 100 tools, including advanced AI systems like OpenAI’s GPT-4, Google Gemini, and a range of open-source models, working seamlessly to create a knowledge base that grows alongside your business.

Whether you’re a neighborhood brick-and-mortar shop or a sprawling enterprise, Cassidy ensures your data is protected and private. None of your information is accessible to others. Your data stays exclusively yours—Cassidy’s models never train on your information, guaranteeing complete confidentiality while delivering intelligent, impactful solutions customized to your needs.

This is how modern work gets done: less time spent navigating systems, more time focused on the ideas and initiatives that truly matter. With Cassidy, your team is empowered to work smarter, collaborate better, and achieve more.

Try Cassidy for free.

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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.