Developer docs
API playgroundTry for free, no card

Search company profiles

Mainstay

Full company profile

uuid0000kmx

Namestring
Mainstay
Legal namestring
Lemnis
Websiteurl
mainstay.com
Company typeenum
Private
Founded yearint
2014
Descriptiontext

Mainstay is a developer of an AI-powered conversational platform that helps colleges and universities engage students through SMS text messaging and web chat, with documented use across 200+ institutions in the United States. Founded in 2014 as AdmitHub and later rebranded to Mainstay, the company was acquired by Lemnis — a public charity focused on expanding educational opportunity — on March 24, 2026, converting from a Public Benefit Corporation into a nonprofit division. The platform combines natural language processing, behavioral science (the proprietary SPARK model covering Social connectedness, Proactive outreach, Autonomy Building, Reappraisal skills, and Keep-it-simple), and a Behavioral Intelligence layer fusing instant answers (IQ), emotional resonance (EQ), and contextual timing (CQ), with newer Generative AI capabilities trained on each institution's knowledge base and equipped with sensitive-topic guardrails.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
51–100
akta.pro rankint
HeadquartersBoston, United States
HQ citystring
Boston
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
student engagement software, AI chatbot platform, higher education technology, student success coaching, enrollment management software
Industry2 codes
1Admissions CRM, Outreach & Pipeline Management
CodeEDAFAMABPrimaryYes
2Conversational AI Platforms (chat/voice bots, orchestration)
CodeHDAAAFACPrimaryNo
NAICS code1 code
  • Custom Computer Programming Services541511
SIC code1 code
  • Services-Prepackaged Software7372
Product category
Higher Education Student Engagement Software
GTM motion1 record

Each record includes

Type, Description, Source

Revenue model2 records
1SaaS Platform Licensing to Educational Institutions
TypeSubscription Recurring
Description

Mainstay generates revenue by licensing its AI-powered student engagement platform to colleges, universities, and educational institutions on a subscription basis. Institutions pay for access to the platform's messaging campaigns, chatbot functionality, and analytics tools.

pulse2.com
2Expert Services
TypeProfessional Services
Description

Mainstay offers professional services including onboarding, campaign strategy, and ongoing partnership support to help institutions implement and optimize the platform.

mainstay.com
Marketing channels8 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels2 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
GTM typeB2B
B2B
Offering typeSoftware
Software
Core offering1 text field

Mainstay provides a conversational AI platform that engages students across the enrollment, persistence, and completion lifecycle through proactive SMS text messaging, web chat, and live chat. The platform combines an AI Success Coach for students, a Conversation Co-pilot for institutional staff, and Conversation Insights analytics for leaders, all built on a proprietary SPARK behavioral framework. It is licensed to higher education institutions and select enterprise employers as a subscription SaaS product with optional Expert Services for implementation and campaign strategy.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 9 values shown
  • 21.4% reduction in summer melt (GSU RCT)
+8 more records
Product overview1 text field

Mainstay is an innovator in educational technology providing Human Centered, AI Enhanced Success Coaching through its Engagement Platform. The platform architecture consists of three core products: AI Success Coaching (providing personalized success coaches on student phones), Conversation Co-pilot (enhancing staff productivity and empathy), and Conversation Insights (delivering institutional analytics). These are supplemented by Evidence-based Messaging (pre-built conversation libraries using the proprietary SPARK model informed by behavioral economics and mindset science) and Expert Services (dedicated implementation and strategy support). The platform operates across multiple channels including SMS text messaging, web chat, live chat, and social media, enabling 24/7 student support. Founded in 2014 as AdmitHub, the company rebranded to Mainstay and was acquired by Lemnis (a nonprofit) in 2026, transitioning from a Public Benefit Corporation to a nonprofit division.

Product and service3 records
1Mainstay Engagement Platform
CategoryConversational AI Platform
Description

Core AI-powered student engagement platform providing human-centered, AI-enhanced conversation capabilities for educational institutions. Combines behavioral intelligence, proactive outreach, and real-time student insights across multiple communication channels, and is licensed to colleges, universities, and select enterprise employers on a subscription basis.

2Evidence-based Messaging
CategoryConversational AI Platform
Description

Pre-built conversation libraries and message templates informed by mindset science, behavioral economics, and research partnerships, providing scientifically-proven messaging for student engagement across enrollment, financial aid, and academic success.

3Expert Services
CategoryProfessional Services
Description

Professional services offering hands-on support for campaign strategy, platform implementation, and optimization, including dedicated Engagement Specialists and Partnership Directors, sold alongside the Mainstay Engagement Platform subscription.

Scale indicator9 records

Each record includes

Type, Value, Description, Source

Partnership1 partner
Strategic tierCoreTypeStrategic or Co-development PartnerAnnounced on2026-03-24
Description

Lemnis, a public charity focused on expanding educational opportunity, acquired Mainstay on March 24, 2026. Mainstay transitioned from a Public Benefit Corporation to a nonprofit division within Lemnis as part of its 'Collective mergers and acquisitions strategy.' The acquisition endorses Mainstay's model of AI tools that improve rather than replace human interactions. Research from Brookings Institution and Brown University's Annenberg Institute has documented Mainstay's impact. Both Mainstay and Lemnis' other acquisition, InsideTrack (acquired February 2026), continue their existing services with shared resources.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight5 records

Each record includes

Type, Description

Peers10 records
TypeBroad incumbent
Description

Anthology provides a broad student information system (formerly Campus Management / Blackboard) and student-success suite to higher-ed institutions. It overlaps with Mainstay on student engagement and retention functionality but operates across the full SIS lifecycle.

TypeBroad incumbent
Description

Salesforce's Education Cloud and Education Data Architecture serve higher-ed institutions with CRM, student journey management, and increasingly embedded AI/Einstein capabilities. It is a broad incumbent that competes for institutional CRM and engagement budget against Mainstay.

TypeDirect peer
Description

Ocelot (formerly Ocelot by Othot) builds AI chatbots and content for higher education, focused on enrollment, financial aid, and student services. It targets the same institutional buyers and use cases as Mainstay's chatbot product.

TypeOthers
Description

InsideTrack is a student-coaching and enrollment-management services organization acquired by Lemnis (Mainstay's parent) in February 2026. It is not a competitor but a sister Lemnis division, and a key strategic partner/complement to Mainstay's AI platform.

TypeBroad incumbent
Description

Workday Student is a cloud student information system used by larger universities, with embedded student-success and engagement capabilities. It competes for institutional budget at the system-of-record layer rather than as a focused engagement tool, but increasingly overlaps with Mainstay's space.

TypeOthers
Description

Blackbaud provides software and services to the nonprofit and higher-education sectors, including CRM, fundraising, and student information systems. It is an adjacent ecosystem participant rather than a direct competitor in conversational AI, but it competes for institutional software budget.

TypeBroad incumbent
Description

EAB is a large, established higher-education research and technology provider (including the Naviance college and career readiness platform). It serves overlapping institutional buyers with a broader portfolio spanning enrollment, student success, and advising, making it a broad incumbent rather than a direct niche peer.

TypeDirect peer
Description

Element451 is an AI-powered student engagement and CRM platform for higher ed that combines conversational AI, segmentation, and journey orchestration. It competes head-to-head with Mainstay in the unified student-engagement layer and targets similar institutional buyers.

TypeDirect peer
Description

Ivy.ai develops AI chatbots and live-chat platforms specifically for higher education institutions, with integrations to common SIS and CRM systems. It is a direct competitor in the higher-ed conversational AI category.

TypeDirect peer
Description

Signal Vine provides AI-assisted text-message engagement for higher education institutions, including nudges, two-way messaging, and outreach campaigns. It is the most direct functional peer to Mainstay's SMS-led student engagement platform, serving similar college and university buyers with comparable outcomes-oriented messaging.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat5 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights6 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers11 records

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment2 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile2 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
No

Docs URL, Description

Integration2 records

Each record includes

Title, Type, Description, Source

AI capability7 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature8 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles4 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds11 records

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors24 records

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Mainstay

Higher Education Student Engagement Softwaremainstay.com

What Mainstay does

Mainstay is a developer of an AI-powered conversational platform that helps colleges and universities engage students through SMS text messaging and web chat, with documented use across 200+ institutions in the United States. Founded in 2014 as AdmitHub and later rebranded to Mainstay, the company was acquired by Lemnis — a public charity focused on expanding educational opportunity — on March 24, 2026, converting from a Public Benefit Corporation into a nonprofit division. The platform combines natural language processing, behavioral science (the proprietary SPARK model covering Social connectedness, Proactive outreach, Autonomy Building, Reappraisal skills, and Keep-it-simple), and a Behavioral Intelligence layer fusing instant answers (IQ), emotional resonance (EQ), and contextual timing (CQ), with newer Generative AI capabilities trained on each institution's knowledge base and equipped with sensitive-topic guardrails.

Mainstay firmographics

Firmographics
Name
Mainstay
Legal name
Lemnis
Website
https://mainstay.com
Company type
Private
Founded year
2014
Operating status
Operating
Headcount range
51–100 employees
Ownership category
akta.pro rank

Mainstay industry classification

Industry
Product category
Higher Education Student Engagement Software
NAICS
Custom Computer Programming Services (541511)
SIC
Services-Prepackaged Software (7372)
akta.pro primary industry
Admissions CRM, Outreach & Pipeline Management (EDAFAMAB)
akta.pro secondary industry
Conversational AI Platforms (chat/voice bots, orchestration) (HDAAAFAC)

Keywords

  • Student engagement software
  • AI chatbot platform
  • Higher education technology
  • Student success coaching
  • Enrollment management software

Where Mainstay is headquartered

Location

Headquarters

HQ city
Boston
HQ country
United States
HQ region
North America

Offices1 record

Markets served

Mainstay business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

  1. SaaS Platform Licensing to Educational Institutions: Mainstay generates revenue by licensing its AI-powered student engagement platform to colleges, universities, and educational institutions on a subscription basis. Institutions pay for access to the platform's messaging campaigns, chatbot functionality, and analytics tools.
  2. Expert Services: Mainstay offers professional services including onboarding, campaign strategy, and ongoing partnership support to help institutions implement and optimize the platform.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels8 records

Mainstay product offering

Product offering

Core offering

Mainstay provides a conversational AI platform that engages students across the enrollment, persistence, and completion lifecycle through proactive SMS text messaging, web chat, and live chat. The platform combines an AI Success Coach for students, a Conversation Co-pilot for institutional staff, and Conversation Insights analytics for leaders, all built on a proprietary SPARK behavioral framework. It is licensed to higher education institutions and select enterprise employers as a subscription SaaS product with optional Expert Services for implementation and campaign strategy.

Product overview

Mainstay is an innovator in educational technology providing Human Centered, AI Enhanced Success Coaching through its Engagement Platform. The platform architecture consists of three core products: AI Success Coaching (providing personalized success coaches on student phones), Conversation Co-pilot (enhancing staff productivity and empathy), and Conversation Insights (delivering institutional analytics). These are supplemented by Evidence-based Messaging (pre-built conversation libraries using the proprietary SPARK model informed by behavioral economics and mindset science) and Expert Services (dedicated implementation and strategy support). The platform operates across multiple channels including SMS text messaging, web chat, live chat, and social media, enabling 24/7 student support. Founded in 2014 as AdmitHub, the company rebranded to Mainstay and was acquired by Lemnis (a nonprofit) in 2026, transitioning from a Public Benefit Corporation to a nonprofit division.

Differentiator

Problem solved

Functional benefit

Products and services

  • Mainstay Engagement Platform Core AI-powered student engagement platform providing human-centered, AI-enhanced conversation capabilities for educational institutions. Combines behavioral intelligence, proactive outreach, and real-time student insights across multiple communication channels, and is licensed to colleges, universities, and select enterprise employers on a subscription basis.
  • Evidence-based Messaging Pre-built conversation libraries and message templates informed by mindset science, behavioral economics, and research partnerships, providing scientifically-proven messaging for student engagement across enrollment, financial aid, and academic success.
  • Expert Services Professional services offering hands-on support for campaign strategy, platform implementation, and optimization, including dedicated Engagement Specialists and Partnership Directors, sold alongside the Mainstay Engagement Platform subscription.

Quantifiable outcome

  • 21.4% reduction in summer melt (GSU RCT)
  • +8 more outcomes

Companies that use Mainstay

Customer profile

Named customers11 records

Segments2 records

Ideal customer profiles2 records

Mainstay technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Integration2 records

AI capability7 records

Feature8 records

Mainstay partnerships and signals

Strategic signal

Partnerships

One partnership is on record.

  • LemniscoreStrategic or Co-development Partner · 24 March 2026Lemnis, a public charity focused on expanding educational opportunity, acquired Mainstay on March 24, 2026. Mainstay transitioned from a Public Benefit Corporation to a nonprofit division within Lemnis as part of its 'Collective mergers and acquisitions strategy.' The acquisition endorses Mainstay's model of AI tools that improve rather than replace human interactions. Research from Brookings Institution and Brown University's Annenberg Institute has documented Mainstay's impact. Both Mainstay and Lemnis' other acquisition, InsideTrack (acquired February 2026), continue their existing services with shared resources.

Scale indicators9 records

Recent moves6 records

Expansion highlights5 records

Mainstay competitors and assessment

Company assessment

Broad incumbents

  • Anthology: Anthology provides a broad student information system (formerly Campus Management / Blackboard) and student-success suite to higher-ed institutions. It overlaps with Mainstay on student engagement and retention functionality but operates across the full SIS lifecycle.
  • Salesforce Education Cloud / Salesforce.org: Salesforce's Education Cloud and Education Data Architecture serve higher-ed institutions with CRM, student journey management, and increasingly embedded AI/Einstein capabilities. It is a broad incumbent that competes for institutional CRM and engagement budget against Mainstay.
  • Workday Student: Workday Student is a cloud student information system used by larger universities, with embedded student-success and engagement capabilities. It competes for institutional budget at the system-of-record layer rather than as a focused engagement tool, but increasingly overlaps with Mainstay's space.
  • EAB (Naviance): EAB is a large, established higher-education research and technology provider (including the Naviance college and career readiness platform). It serves overlapping institutional buyers with a broader portfolio spanning enrollment, student success, and advising, making it a broad incumbent rather than a direct niche peer.

Direct peers

  • Ocelot: Ocelot (formerly Ocelot by Othot) builds AI chatbots and content for higher education, focused on enrollment, financial aid, and student services. It targets the same institutional buyers and use cases as Mainstay's chatbot product.
  • Element451: Element451 is an AI-powered student engagement and CRM platform for higher ed that combines conversational AI, segmentation, and journey orchestration. It competes head-to-head with Mainstay in the unified student-engagement layer and targets similar institutional buyers.
  • Ivy.ai: Ivy.ai develops AI chatbots and live-chat platforms specifically for higher education institutions, with integrations to common SIS and CRM systems. It is a direct competitor in the higher-ed conversational AI category.
  • Signal Vine: Signal Vine provides AI-assisted text-message engagement for higher education institutions, including nudges, two-way messaging, and outreach campaigns. It is the most direct functional peer to Mainstay's SMS-led student engagement platform, serving similar college and university buyers with comparable outcomes-oriented messaging.

Others

  • InsideTrack: InsideTrack is a student-coaching and enrollment-management services organization acquired by Lemnis (Mainstay's parent) in February 2026. It is not a competitor but a sister Lemnis division, and a key strategic partner/complement to Mainstay's AI platform.
  • Blackbaud: Blackbaud provides software and services to the nonprofit and higher-education sectors, including CRM, fundraising, and student information systems. It is an adjacent ecosystem participant rather than a direct competitor in conversational AI, but it competes for institutional software budget.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

Mainstay social profiles

Digital presence

Mainstay financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Mainstay leadership team

Management profile

Number of profiles

Profiles4 records

Mainstay funding detail

Funding detail

Funding overview

Funding rounds11 records

Investors24 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Mainstay M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Mainstay

What does Mainstay do?

Mainstay provides a conversational AI platform that engages students across the enrollment, persistence, and completion lifecycle through proactive SMS text messaging, web chat, and live chat. The platform combines an AI Success Coach for students, a Conversation Co-pilot for institutional staff, and Conversation Insights analytics for leaders, all built on a proprietary SPARK behavioral framework. It is licensed to higher education institutions and select enterprise employers as a subscription SaaS product with optional Expert Services for implementation and campaign strategy.

Is Mainstay a public or private company?

Mainstay is a private company. It is classified as nonprofit foundation owned and is currently operating.

When was Mainstay founded?

Mainstay was founded in 2014. It employs 51 to 100 people.

Where is Mainstay based?

Mainstay is headquartered in Boston, United States, in the North America region.

How does Mainstay make money?

Two revenue lines are on record. SaaS Platform Licensing to Educational Institutions are the primary driver. The others are expert Services.

Who are Mainstay's main competitors?

Broad incumbents on record are Anthology, Salesforce Education Cloud / Salesforce.org, Workday Student and EAB (Naviance). Direct peers are Ocelot, Element451, Ivy.ai and Signal Vine. Others are InsideTrack and Blackbaud.

Does Mainstay have an API?

No public API is recorded for Mainstay.

What industry is Mainstay in?

Mainstay's product category is Higher Education Student Engagement Software. Its primary akta.pro industry code is EDAFAMAB, Admissions CRM, Outreach & Pipeline Management, with a secondary code of HDAAAFAC, Conversational AI Platforms (chat/voice bots, orchestration). Its NAICS code is 541511 and its SIC code is 7372.

Unlock the full company data

50 free credits on sign-up, no credit card required.

Contact sales
Live signals
PR NewswireTexas A&M University System Launches Communication Initiative to Accelerate Success for Students From Low-Income FamiliesThe Texas A&M University System announced a collaboration with Mainstay, an AI-powered student engagement platform, to deliver personalized guidance to Pell grant-eligible students to help them complete their degrees. The initiative will begin with six institutions and aims to reach up to 50,000 students over four years, targeting a 2.5 percentage point improvement in persistence rates per campus, expanding system-wide by 2030. The program leverages Mainstay's platform, which combines behavioral science and AI technology, to address administrative and academic barriers that disproportionately affect first-generation and low-income college students.Pulse 2.0Lemnis Acquires AI Developer Mainstay To Expand Higher Education SupportLemnis, a public charity focused on educational opportunity, has acquired Mainstay, an AI-enabled student support technology developer serving more than 200 colleges and universities. Following the transaction, Mainstay will transition from a public benefit corporation into a nonprofit division within Lemnis, with its AI-driven communication tools that have been shown to improve student outcomes including FAFSA completion, enrollment, and course performance. The acquisition marks Lemnis' second transaction in 2026 as part of its Collective strategy, following the earlier purchase of InsideTrack, both aimed at consolidating mission-aligned organizations focused on improving learner success.CompleteaitrainingNonprofit Lemnis acquires Mainstay, an AI student support platform used by 200 collegesNonprofit Lemnis acquired Mainstay, an AI-enabled student support platform used by more than 200 colleges and universities, on March 24, 2026, converting Mainstay from a for-profit entity to a nonprofit division. Research from Brookings Institution and Brown University's Annenberg Institute has documented Mainstay's impact, including a 20% reduction in summer melt and grade improvements of a full letter for first-generation students. This is Lemnis' second acquisition of 2026, following InsideTrack in February, as the organization pursues a strategy of combining AI technology with human support in education.PR NewswirePublic Charity Acquires Pioneering Developer of AI for Higher EducationLemnis, a public charity focused on expanding educational opportunity, has acquired Mainstay, creator of AI-enabled student support technologies used by more than 200 colleges and universities, with Mainstay converting from a Public Benefit Corporation to a nonprofit division within Lemnis. The transaction, Lemnis' second acquisition this year following February's purchase of InsideTrack, was facilitated by Good Harbor Partners serving as exclusive financial advisor. Research including a 2018 Brookings Institution and Georgia State University study demonstrated Mainstay's conversational AI reduced 'summer melt' (when accepted students fail to enroll) by 20%, while a Brown University Annenberg Institute study found its proactive outreach improved grades by a full letter grade for first-generation students.LelezardPublic Charity Acquires Pioneering Developer of AI for Higher EducationLemnis, a public charity focused on expanding educational opportunity, has acquired Mainstay, the developer of AI-enabled student support technologies used by more than 200 colleges and universities. Following the acquisition, Mainstay will convert from a Public Benefit Corporation to a nonprofit division within Lemnis as part of the organization's Collective mergers and acquisitions strategy, which also included acquiring InsideTrack in February 2026. The transaction reflects Lemnis's conviction that the future of education will be shaped by combining AI technology with human support, building on Mainstay's demonstrated impact on student outcomes including a 20% reduction in summer melt.PR NewswireCalifornia Community Colleges partners with Mainstay to expand access for rural studentsCalifornia Community Colleges and Mainstay launched a pilot program to assist rural students in California by simplifying financial aid applications using AI technology. The program aims to increase enrollment and retention, support college staff, and gather student insights to improve equity and access.Harvard GazetteUsing Artificial Intelligence to Navigate the New Challenges of College and Career — Harvard ALI Social Impact ReviewThe article discusses how Artificial Intelligence (AI) is being employed to address challenges in college access, completion, and career entry amidst the evolving economic landscape exacerbated by the COVID-19 pandemic. Key developments include the use of AI tools like AdmitHub, which assist students in navigating college processes, and initiatives in Washington State designed to improve financial aid access for students. The overarching goal is to enhance educational opportunities and economic mobility for all students, particularly marginalized groups.PR NewswireHigher Ed Pulse Surveys Help Colleges and Universities Take Action to Support Student SuccessMainstay, an AI-enabled student engagement platform used by more than 200 institutions nationwide, launched a new product called Pulse Surveys on December 1, 2022, designed to provide colleges and universities with real-time insight into student attitudes, well-being, and challenges on campus. The surveys, delivered monthly, cover topics specific to first-year and returning students, generating data about belonging, self-efficacy, and engagement, which can then inform outreach campaigns through Mainstay's behaviorally intelligent chatbot. The company, which has helped increase access and success for more than 7 million students since 2014, cited research from Brown University showing that similar approaches can increase first-generation students' academic performance by a full letter grade.Cuseum4 Ways AI is Changing the Landscape of Alumni RelationsThe article outlines how artificial intelligence is transforming alumni relations in higher education through applications like chatbots, machine learning for predictive analytics, and hyper-personalized marketing. It highlights specific examples of technology adoption, such as AdmitHub's conversational bots and Gravyty's fundraising tools, to demonstrate potential gains in efficiency and donor engagement. The text emphasizes the strategic importance of these AI-driven solutions for universities facing financial pressures and seeking to improve alumni loyalty.PR NewswireColleges Can Now Access Research-Backed "Virtual TA" to Boost Success in the ClassroomMainstay, a higher education AI developer, launched a new virtual teaching assistant chatbot for colleges, backed by research from Georgia State University and a Randomized Controlled Trial conducted by Brown University researchers. The research found that students with chatbot access were 16% more likely to earn a B or higher, with first-generation students showing the most significant gains, earning final grades approximately 11 points higher than peers. The tool uses behavioral intelligence to proactively communicate with students about coursework, providing timely reminders, customized feedback, and coaching to reduce equity gaps in academic outcomes.