When choosing an enterprise Generative AI platform, organizations face a fundamental question: should they build custom AI tools to solve specific problems, or deploy a universal AI agent that learns to use their existing software? This choice defines the difference between two distinct players in the market.

StackAI provides a no-code/low-code AI orchestration platform, empowering business teams to build and deploy their own AI assistant workflows. In contrast, Adept AI is developing an “agentic AI” designed to act as a universal collaborator, understanding natural language commands to perform tasks directly within an enterprise’s current software stack. This article compares their philosophies, features, and ideal use cases to clarify which approach best suits your needs.

Side-by-Side Comparison: StackAI vs. Adept AI

Core Philosophy and Approach

The strategic difference between StackAI and Adept AI lies in how they integrate AI into a business.

StackAI: The No-Code AI Workflow Builder

StackAI is an AI builder platform. It provides a visual, drag-and-drop interface where users—especially those in non-technical roles—can construct custom AI applications. The platform acts as an orchestrator, letting users connect functional blocks such as LLMs, internal knowledge bases like SharePoint, business apps like Salesforce, and custom logic to create a new tool.

Its goal is to democratize AI development. Whether it’s an operations manager automating invoice processing or a legal team reviewing contracts, StackAI gives people closest to the problem the tools to solve it—without needing developers.

Adept AI: The Universal Software Collaborator

Adept AI’s vision is to build a universal AI agent that uses any software like a human would. Instead of creating new tools, Adept acts as an intelligent overlay on the user’s desktop. For example, a user might say, “Generate our monthly compliance report,” and Adept would open Airtable, Tableau, or whatever’s needed, and complete the task by navigating those tools directly.

Founded by some of the minds behind Transformer architecture, Adept is research-heavy. In 2024, the company shifted focus to enable agentic AI through strategic licensing and enterprise partnerships, including Amazon. Its aim isn’t to help you build—it's to give you an AI teammate that can operate across your toolstack.

Ease of Use and Customization

Both platforms prioritize ease of use but for different user types.

StackAI: Build Your Own Solution

StackAI’s drag-and-drop canvas lets users build powerful tools without code. A finance analyst can link a document parser, an LLM, and an email module—all visually.

Its strength lies in customization. You can pick from various LLMs, connect to diverse data sources, create conditional logic, and choose a user interface (chatbot, form, batch processor, etc.). This makes StackAI ideal for solving tailored business problems.

Adept AI: Teach an Agent New Tricks

Adept’s user experience is more like using a virtual assistant. Just type or speak a command. The AI takes over and completes the task by interacting with software as if it were a human.

Customization is less about building and more about training the agent. You demonstrate tasks, correct mistakes, and refine its actions. This offers flexibility across any app—SaaS or custom—but shifts the focus from tool-building to intelligent task execution.

Use Cases in Practice

Here’s how real-world use cases differ across platforms:

StackAI Use Cases

• Due Diligence Agent
  An M&A team builds an app that ingests data room docs via SharePoint, scans them for clauses using LLMs, and generates a risk report.

• Automated Outreach Tool
  A sales team creates a flow that identifies leads in Salesforce, drafts custom emails using LLMs, and sends them through Outlook.

• HIPAA-Compliant Knowledge Bot
  A healthcare provider uses StackAI's on-premise setup to build a secure chatbot that answers internal medical queries.

Adept AI Use Cases

• Cross-App Data Entry
  "Take the list of attendees from this Google Sheet, find them on LinkedIn, and update Salesforce contacts with their job titles."

• Report Generation
  "Open Tableau, pull Q2 sales data, make a region-wise revenue chart, and add it to my PowerPoint presentation."

• Recruiting Automation
  "Check resumes in our ATS for 'Python' and '5+ years' and invite qualified candidates using our Calendly link."

Enterprise Readiness and Security

StackAI

StackAI is built for secure enterprise deployment. It’s SOC 2 Type II, HIPAA, and GDPR compliant—ideal for regulated industries like healthcare and finance. It also supports on-premise AI deployment, giving companies full control over data security in private clouds or internal servers. The company is fully US-based.

Adept AI

Adept is enterprise-oriented but cloud-native. It doesn’t offer on-premise deployment. While specific compliance details are limited, its partnerships with enterprise giants like Amazon suggest strong technical maturity. However, its go-to-market strategy for enterprise is still evolving after a recent shift in direction.

Final Verdict: Which GenAI Platform is Right for You?

StackAI and Adept AI reflect two very different futures for AI at work: one that gives you the tools to build your own AI apps, and one that gives you a powerful teammate to operate existing ones.

Choose StackAI if:

You want your teams to solve business problems by building custom AI tools. If your workflows involve specific, repeatable steps, require integration with proprietary systems, or demand strong security (like HIPAA compliance or on-prem deployment), StackAI’s no-code builder is ideal.

Choose Adept AI if:

Your goal is to give each employee a smart assistant that automates complex digital tasks across different applications. If your team would benefit more from a trained AI operator than from building tools, and you prefer a centralized, managed solution, Adept’s agentic AI fits your needs.

For companies ready to scale AI across operations, finance, or compliance by building in-house automations—StackAI offers a secure, flexible, and powerful platform to get started now.

👉 Request a demo today to see how StackAI can help you build and scale custom AI solutions for your enterprise.