Enterprise-Grade AI for Academic Institutions
Accelerating AI for
Higher Education
Accelerating AI for
Higher Education
From research labs to classrooms, StackAI helps universities and academic programs build secure, scalable AI applications that support student success, enhance teaching, and reduce administrative overhead.
Use case
Scholarship Matching AI Agent
Finding the right scholarships is often a slow, manual process for both students and staff. On StackAI, you can automatically match students to scholarships they qualify for in seconds by building a Scholarship Matching AI Agent, which outputs personalized eligibility results based on student input (department, GPA, year, career path, financial need).
Use case
Scholarship Matching AI Agent
Finding the right scholarships is often a slow, manual process for both students and staff. On StackAI, you can automatically match students to scholarships they qualify for in seconds by building a Scholarship Matching AI Agent, which outputs personalized eligibility results based on student input (department, GPA, year, career path, financial need).
Use case
Scholarship Matching AI Agent
Finding the right scholarships is often a slow, manual process for both students and staff. On StackAI, you can automatically match students to scholarships they qualify for in seconds by building a Scholarship Matching AI Agent, which outputs personalized eligibility results based on student input (department, GPA, year, career path, financial need).
Build a Knowledge Base
Connect your internal databases, whether they're on Google Drive, SharePoint, or something else. Now, your LLM will always search through your knowledge base and find the most relevant information.
Set Up Your Large Language Model
Write a prompt to make the LLM respond in a concise and accurate manner. Give instructions on how to return results. Instruct it to match students to scholarships based on their inputs of department, GPA, and more.
Select Your Interface and Actions
Deploy the application as a chatbot, form, or something custom, depending on where you want the AI application to sit. Optionally, add a Google Docs action so students get their tailored list of scholarships directly in their Drive. Add password protections or SSO here as well.
Build a Knowledge Base
Connect your internal databases, whether they're on Google Drive, SharePoint, or something else. Now, your LLM will always search through your knowledge base and find the most relevant information.
Set Up Your Large Language Model
Write a prompt to make the LLM respond in a concise and accurate manner. Give instructions on how to return results. Instruct it to match students to scholarships based on their inputs of department, GPA, and more.
Select Your Interface and Actions
Deploy the application as a chatbot, form, or something custom, depending on where you want the AI application to sit. Optionally, add a Google Docs action so students get their tailored list of scholarships directly in their Drive. Add password protections or SSO here as well.
Build a Knowledge Base
Connect your internal databases, whether they're on Google Drive, SharePoint, or something else. Now, your LLM will always search through your knowledge base and find the most relevant information.
Set Up Your Large Language Model
Write a prompt to make the LLM respond in a concise and accurate manner. Give instructions on how to return results. Instruct it to match students to scholarships based on their inputs of department, GPA, and more.
Select Your Interface and Actions
Deploy the application as a chatbot, form, or something custom, depending on where you want the AI application to sit. Optionally, add a Google Docs action so students get their tailored list of scholarships directly in their Drive. Add password protections or SSO here as well.
AI for Higher education
Extract Reliable,
Audit-Ready Insights
Basic automation stops at text extraction. When financial teams face complex documents—filled with footnotes, clauses, and cross-referenced tables—most tools fall short. StackAI’s AI agents go further: they understand structure, context, and intent, turning unstructured data into trusted, audit-ready insights your team can actually use. Secure, compliant, and built for high-stakes workflows.
Basic automation stops at text extraction. When financial teams face complex documents—filled with footnotes, clauses, and cross-referenced tables—most tools fall short. StackAI’s AI agents go further: they understand structure, context, and intent, turning unstructured data into trusted, audit-ready insights your team can actually use. Secure, compliant, and built for high-stakes workflows.
Case Studies
Trusted by Leading Educational Institutions
From renowned universities to executive programs, educators trust StackAI to enrich learning, boost engagement, and reduce administrative overhead. Explore how one flagship course at MIT unlocked faster iteration and deeper learning with AI agents.
Case Studies
Trusted by Leading Educational Institutions
From renowned universities to executive programs, educators trust StackAI to enrich learning, boost engagement, and reduce administrative overhead. Explore how one flagship course at MIT unlocked faster iteration and deeper learning with AI agents.
Case Studies
Trusted by Leading Educational Institutions
From renowned universities to executive programs, educators trust StackAI to enrich learning, boost engagement, and reduce administrative overhead. Explore how one flagship course at MIT unlocked faster iteration and deeper learning with AI agents.
Solution
MIT used StackAI to launch 24 course-specific AI assistants that provided real-time support on research, modeling, and pitches. Built in two weeks, the system served 250+ students and freed 500 hours for deeper project work.
Workflows used
Research and synthesis support
Business-model guidance
Pitch deck feedback
Use Cases Collection
15+ Use Cases Transforming Finance
Explore 15+ real-world AI agent use cases helping finance teams reduce manual tasks, speed up decisions, and drive smarter, more scalable operations.
Use Cases Collection
15+ Use Cases Transforming Finance
Explore 15+ real-world AI agent use cases helping finance teams reduce manual tasks, speed up decisions, and drive smarter, more scalable operations.
Use Cases Collection
15+ Use Cases Transforming Finance
Explore 15+ real-world AI agent use cases helping finance teams reduce manual tasks, speed up decisions, and drive smarter, more scalable operations.
Why Higher Ed Teams Choose StackAI
Purpose-Built AI Agents for Higher Education
Automate the slow, manual tasks holding your team back—from parsing CIMs and modeling data to handling compliance and reporting. Explore how StackAI’s no-code platform helps finance professionals streamline workflows, reduce risk, and move faster.
Why Higher Ed Teams Choose StackAI
Purpose-Built AI Agents for Higher Education
Automate the slow, manual tasks holding your team back—from parsing CIMs and modeling data to handling compliance and reporting. Explore how StackAI’s no-code platform helps finance professionals streamline workflows, reduce risk, and move faster.
Why Higher Ed Teams Choose StackAI
Purpose-Built AI Agents for Higher Education
Automate the slow, manual tasks holding your team back—from parsing CIMs and modeling data to handling compliance and reporting. Explore how StackAI’s no-code platform helps finance professionals streamline workflows, reduce risk, and move faster.
Built for Your Finance Stack
Seamlessly connect with the tools you already use. StackAI integrates with your data rooms, deal sourcing platforms, and internal file systems. Use native connectors or flexible APIs to embed automation directly into your workflows—with full transparency and auditability.
White-Glove Implementation
Work side-by-side with experts who speak your language. Our team of ex-bankers and private equity professionals partners with you to tailor AI agents to your unique processes—no off-the-shelf shortcuts, just solutions that fit.
Verifiable, Reliable Outputs
Trust every insight. Check every source. From CIMs to Excel models, StackAI traces every figure back to its original page or cell. Our agents deliver outputs in formats you already work with—PowerPoint, Excel, Word—and handle scanned documents, images, and more.
Control, Compliance & Auditability
Trust every insight. Check every source. From CIMs to Excel models, StackAI traces every figure back to its original page or cell. Our agents deliver outputs in formats you already work with—PowerPoint, Excel, Word—and handle scanned documents, images, and more.
Built for Your Finance Stack
Seamlessly connect with the tools you already use. StackAI integrates with your data rooms, deal sourcing platforms, and internal file systems. Use native connectors or flexible APIs to embed automation directly into your workflows—with full transparency and auditability.
White-Glove Implementation
Work side-by-side with experts who speak your language. Our team of ex-bankers and private equity professionals partners with you to tailor AI agents to your unique processes—no off-the-shelf shortcuts, just solutions that fit.
Verifiable, Reliable Outputs
Trust every insight. Check every source. From CIMs to Excel models, StackAI traces every figure back to its original page or cell. Our agents deliver outputs in formats you already work with—PowerPoint, Excel, Word—and handle scanned documents, images, and more.
Control, Compliance & Auditability
Trust every insight. Check every source. From CIMs to Excel models, StackAI traces every figure back to its original page or cell. Our agents deliver outputs in formats you already work with—PowerPoint, Excel, Word—and handle scanned documents, images, and more.
Built for Your Finance Stack
Seamlessly connect with the tools you already use. StackAI integrates with your data rooms, deal sourcing platforms, and internal file systems. Use native connectors or flexible APIs to embed automation directly into your workflows—with full transparency and auditability.
White-Glove Implementation
Work side-by-side with experts who speak your language. Our team of ex-bankers and private equity professionals partners with you to tailor AI agents to your unique processes—no off-the-shelf shortcuts, just solutions that fit.
Verifiable, Reliable Outputs
Trust every insight. Check every source. From CIMs to Excel models, StackAI traces every figure back to its original page or cell. Our agents deliver outputs in formats you already work with—PowerPoint, Excel, Word—and handle scanned documents, images, and more.
Control, Compliance & Auditability
Trust every insight. Check every source. From CIMs to Excel models, StackAI traces every figure back to its original page or cell. Our agents deliver outputs in formats you already work with—PowerPoint, Excel, Word—and handle scanned documents, images, and more.
Security
Scale Securely
Scale Securely
Protect Sensitive Data
Protect Sensitive Data
Enterprise-Grade Data Retention Policies
Enterprise-Grade Data Retention Policies
Enterprise-Grade Data Retention Policies
Vulnerability and Threat Tracking
Vulnerability and Threat Tracking
Vulnerability and Threat Tracking
No Training on Your Data
No Training on Your Data
No Training on Your Data
GDPR
SOC
HIPAA
Success Stories
Join Education Leaders Harnassing AI
AI is transforming and streamlining operations, particularly for higher edcation institutions.
Success Stories
Join Education Leaders Harnassing AI
AI is transforming and streamlining operations, particularly for higher edcation institutions.
Success Stories
Join Education Leaders Harnassing AI
AI is transforming and streamlining operations, particularly for higher edcation institutions.
25%
Improvement in student learning outcomes
001
EDUCATION
25%
Improvement in student learning outcomes
001
EDUCATION
25%
Improvement in student learning outcomes
001
EDUCATION
20-30%
More time freed up for educators
002
EDUCATION
20-30%
More time freed up for educators
002
EDUCATION
20-30%
More time freed up for educators
002
EDUCATION
5-10%
Increase on standardized test success
003
EDUCATION
5-10%
Increase on standardized test success
003
EDUCATION
5-10%
Increase on standardized test success
003
EDUCATION
USD 150Bn
K-12 education sector annual savings
004
EDUCATION
USD 150Bn
K-12 education sector annual savings
004
EDUCATION
USD 150Bn
K-12 education sector annual savings
004
EDUCATION
Get started
Let’s Build AI Agents, Together
Book a demo to see how AI agents can help financial firms process unstructured documents and perform complex analysis faster and more accurately.
Get started
Let’s Build AI Agents, Together
Book a demo to see how AI agents can help financial firms process unstructured documents and perform complex analysis faster and more accurately.
Get started
Let’s Build AI Agents, Together
Book a demo to see how AI agents can help financial firms process unstructured documents and perform complex analysis faster and more accurately.
Education Templates
Ready-to-Use Templates
Education Templates
Ready-to-Use Templates
Education Templates
Ready-to-Use Templates
How to build a Library Research Assistant
This agent advances the end-to-end process of finding, organizing, summarizing, and citing academic research—even integrating with library databases—so you can focus on insights, not busywork.
How to build an IT Chatbot
This agent handles first-line IT support, instantly answering student questions, collecting feedback, and escalating unresolved issues—reducing manual workload and improving response times..
How to build a Scholarship Matching AI Agent
Automatically match students to scholarships they qualify for in seconds by building a Scholarship Matching AI Agent.
©2025 StackAI. All rights reserved
Made with
by PhDs at
©2025 StackAI. All rights reserved
Made with
by PhDs at
©2025 StackAI. All rights reserved
Made with
by PhDs at