AI Agents for Education That Keep Every Student Engaged

Students ask about courses, deadlines and enrollment at all hours. Educational AI agents answer in seconds, so staff are not buried in repeat questions and no student is left waiting.

Live within a week

Rapid deployment for higher education: connect your student systems, set your rules and go live within about a week, not a semester.

Live within a week

Rapid deployment for higher education: connect your student systems, set your rules and go live within about a week, not a semester.

8 in 10 answered

Routine questions on courses, dates and enrollment run on their own, so staff time goes to students who need a person.

Student data stays local

Student records and conversations stay within your country, so you keep control and can meet local data and privacy rules.

how it works

how it works

AI Tools for Student Engagement That Take Work Off Staff

AI Tools for Student Engagement That Take Work Off Staff

From first enquiry to final exam, AI agents in education answer students and hand complex cases to your staff with the full conversation attached.

From first enquiry to final exam, AI agents in education answer students and hand complex cases to your staff with the full conversation attached.

Prospective Students Get Answers, Not Voicemail

Prospective Students Get Answers, Not Voicemail

Applicants get answers on programs, fees and deadlines at once. AI agents for education book campus visits.

Applicants get answers on programs, fees and deadlines at once. AI agents for education book campus visits.

ai agents for eduction
educational ai agents

Course Questions, Answered at Any Hour

Course Questions, Answered at Any Hour

Educational AI agents answer course questions from your approved material, at any hour, and cite the source.

Educational AI agents answer course questions from your approved material, at any hour, and cite the source.

Deadlines and Assessments, Always Clear

Deadlines and Assessments, Always Clear

Due dates, assessment rules and submission steps, one message away, so staff stop repeating themselves.

Due dates, assessment rules and submission steps, one message away, so staff stop repeating themselves.

ai agents in education rapid deployment higher education​
ai tools for student engagement​

import { useEffect, useRef, useState } from "react"

import { addPropertyControls, ControlType } from "framer"


/**

* RE_UseCase1_ListingEnquiries - Customer-support chat with auto-sliding deck.

* Loops forever: plays the full 5.6s thread, pauses briefly, then restarts.

*

* @framerSupportedLayoutWidth any

* @framerSupportedLayoutHeight any

* @framerIntrinsicWidth 518

* @framerIntrinsicHeight 482

*/

export default function RE_UseCase1_ListingEnquiries(props) {

const {

background = false,

restartOnHover = true,

startInView = true,

autoLoop = true,

loopDelay = 1800,

} = props

const ref = useRef<HTMLDivElement>(null)

const [run, setRun] = useState(!startInView)

const [take, setTake] = useState(0)


useEffect(() => {

if (!startInView) return

const el = ref.current

if (!el || typeof IntersectionObserver === "undefined") {

setRun(true)

return

}

const io = new IntersectionObserver(

(es) => {

if (es.some((e) => e.isIntersecting)) {

setRun(true)

io.disconnect()

}

},

{ threshold: 0.35 }

)

io.observe(el)

return () => io.disconnect()

}, [startInView])


const last = useRef(0)

const DURATION = 5600


useEffect(() => {

if (!autoLoop || !run) return

const t = setTimeout(() => {

last.current = Date.now()

setTake((x) => x + 1)

}, DURATION + loopDelay)

return () => clearTimeout(t)

}, [autoLoop, loopDelay, run, take])


const restart = () => {

if (!restartOnHover) return

const now = Date.now()

if (now - last.current < DURATION + 400) return

last.current = now

setRun(true)

setTake((t) => t + 1)

}


const replay = () => {

last.current = Date.now()

setRun(true)

setTake((t) => t + 1)

}


useEffect(() => {

if (run) last.current = Date.now()

}, [run])


return (

<div

ref={ref}

className={"u1" + (background ? " bg" : "")}

onMouseEnter={restart}

onClick={replay}

style={{ cursor: "pointer", ...props.style }}

>

<style>{CSS}</style>

{run && (

<div className="feed" key={take}>

{/* User asks about prerequisites and enrollment */}

<div id="m1" className="row r a">

<div>

<div className="in">

<div className="name">Student</div>

<div className="bub">

I'm trying to enroll in Advanced Data

Structures for next semester. Do I need to

have taken Discrete Math first? And when

does registration open?

<div className="meta">

10:15<span className="tick">✓✓</span>

</div>

</div>

</div>

</div>

</div>


{/* AI typing */}

<div id="d1" className="row l a">

<div>

<div className="in">

<div className="dots">

<i />

<i />

<i />

</div>

</div>

</div>

</div>


{/* AI answers from course catalog */}

<div id="m2" className="row l a">

<div>

<div className="in">

<div className="name">AI agent</div>

<div className="bub">

I checked the course catalog for you.

<br />

<br />

Yes, <strong>Discrete Math (CS 201)</strong>

is a strict prerequisite. You must have

passed it with a C or better.

<br />

<br />

Registration for next semester opens on

<strong> November 1st at 8:00 AM</strong>.

<div className="meta">10:15</div>

</div>

</div>

</div>

</div>


{/* AI typing again */}

<div id="d2" className="row l a">

<div>

<div className="in">

<div className="dots">

<i />

<i />

<i />

</div>

</div>

</div>

</div>


{/* AI provides visual deck of admin docs */}

<div id="m3" className="row l a">

<div>

<div className="in">

<div className="name">AI agent</div>

<div className="bub">

Here are the relevant pages from the

registrar and course catalog:


<div className="deck">

<div id="cM" className="cd">

<img

src="https://images.unsplash.com/photo-1523050854058-8df90110c9f1?w=400&q=80"

alt="Course Catalog"

/>

<div className="lb">

Course Catalog

<span>CS Dept</span>

</div>

<div className="ok">✓</div>

</div>

<div id="cJ" className="cd">

<img

src="https://images.unsplash.com/photo-1506784983877-45594efa4cbe?w=400&q=80"

alt="Registrar Calendar"

/>

<div className="lb">

Registrar Calendar

<span>Fall 2024</span>

</div>

</div>

<div id="cB" className="cd">

<img

src="https://images.unsplash.com/photo-1498243691581-b145c3f54a5a?w=400&q=80"

alt="Prerequisite Guide"

/>

<div className="lb">

Prerequisite Guide

<span>Page 8</span>

</div>

</div>

<div id="tJ" className="tap" />

<div id="tM" className="tap" />

</div>


<div className="pills">

<div id="pc" className="pill a">

View enrollment info

<div

id="tC"

className="tap a"

style={{ right: -8, top: -6 }}

/>

</div>

<div className="pill">Other</div>

</div>

<div className="meta">10:16</div>

</div>

</div>

</div>

</div>


{/* Confirmation card */}

<div id="bk" className="row l a">

<div>

<div className="in">

<div className="book">

<div className="ic">🎓</div>

<div>

<div className="t1">

Prerequisites verified · Ready to

enroll

</div>

<div className="t2">

Registration opens Nov 1 · CS 201

requirement met

</div>

</div>

</div>

</div>

</div>

</div>

</div>

)}

{!run && <div className="feed" />}

<div className="input">

Ask about enrollment...<span>➤</span>

</div>

</div>

)

}


addPropertyControls(RE_UseCase1_ListingEnquiries, {

background: {

type: ControlType.Boolean,

title: "Gradient bg",

defaultValue: false,

},

restartOnHover: {

type: ControlType.Boolean,

title: "Restart on hover",

defaultValue: true,

},

startInView: {

type: ControlType.Boolean,

title: "Start when visible",

defaultValue: true,

},

autoLoop: {

type: ControlType.Boolean,

title: "Auto loop",

defaultValue: true,

},

loopDelay: {

type: ControlType.Number,

title: "Loop pause (ms)",

defaultValue: 1800,

min: 0,

max: 8000,

step: 200,

},

})


const CSS = `

/* Root: fully transparent */

.u1{position:relative;container-type:inline-size;box-sizing:border-box;width:100%;height:100%;min-height:340px;border-radius:22px;overflow:hidden;font-family:'Inter',-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-serif;color:#1F2430;display:flex;flex-direction:column;padding:clamp(14px,4%,24px) clamp(14px,4.5%,22px);background:transparent}

.u1.bg{background:transparent}

.u1 *{box-sizing:border-box}

.u1 .a{animation-duration:5.6s;animation-iteration-count:1;animation-fill-mode:forwards;animation-timing-function:cubic-bezier(.22,1,.36,1)}

.u1 .feed{flex:1;min-height:0;display:flex;flex-direction:column;justify-content:flex-end;gap:0}

.u1 .row{display:grid;grid-template-rows:0fr;opacity:0}

.u1 .row>div{min-height:0;overflow:hidden}

.u1 .row .in{padding-bottom:14px;display:flex;flex-direction:column;align-items:flex-start}

.u1 .row.r .in{align-items:flex-end}

.u1 .name{font-size:11.5px;color:#8A94A6;margin:0 4px 4px;font-weight:500}

.u1 .bub{max-width:78%;padding:11px 14px;border-radius:14px;font-size:14px;line-height:1.5;box-shadow:0 1px 2px rgba(16,24,40,.06);position:relative;color:#1F2430}

.u1 .r .bub{background:#5B6472;color:#FFFFFF;border-bottom-right-radius:5px}

.u1 .l .bub{background:#FFFFFF;border-bottom-left-radius:5px}

.u1 .meta{display:flex;justify-content:flex-end;gap:4px;font-size:10px;color:#9AA3B2;margin-top:4px}

.u1 .r .meta{color:rgba(255,255,255,.55)}

.u1 .tick{color:rgba(255,255,255,.75);font-weight:700}

.u1 .dots{display:inline-flex;gap:4px;padding:12px 14px;background:#FFFFFF;border-radius:14px;border-bottom-left-radius:5px;box-shadow:0 1px 2px rgba(16,24,40,.06)}

.u1 .dots i{width:6px;height:6px;border-radius:50%;background:#A6AEBD;animation:u1b 1s ease-in-out infinite}

.u1 .dots i:nth-child(2){animation-delay:.15s}.u1 .dots i:nth-child(3){animation-delay:.3s}

@keyframes u1b{0%,100%{opacity:.35;transform:translateY(0)}50%{opacity:1;transform:translateY(-3px)}}

.u1 .who{font-size:11px;font-weight:700;color:#5B6472;margin-bottom:2px}


/* deck - auto sliding carousel */

.u1 .deck{position:relative;height:150px;width:100%;max-width:260px;margin:10px 0 0 0}

.u1 .cd{position:absolute;left:0;top:0;width:172px;height:118px;border-radius:12px;overflow:hidden;box-shadow:0 6px 18px rgba(16,24,40,.18);background:#000;transform-origin:50% 100%}

.u1 .cd img{width:100%;height:100%;object-fit:cover;display:block}

.u1 .cd .lb{position:absolute;left:0;right:0;bottom:0;padding:6px 9px;background:linear-gradient(transparent,rgba(0,0,0,.72));color:#fff;font-size:11.5px;font-weight:700;display:flex;justify-content:space-between}

.u1 .cd .lb span{font-weight:500;opacity:.9}

.u1 .cd .ok{position:absolute;top:8px;right:8px;width:22px;height:22px;border-radius:50%;background:#12A150;color:#fff;font-size:12px;font-weight:800;display:flex;align-items:center;justify-content:center;opacity:0}


/* Auto-slide: 3 cards loop infinitely */

.u1 #cM{animation:u1cM 4.8s ease-in-out infinite;z-index:3}

.u1 #cJ{animation:u1cJ 4.8s ease-in-out infinite;z-index:2}

.u1 #cB{animation:u1cB 4.8s ease-in-out infinite;z-index:1}

@keyframes u1cM{

0%,33.33% {transform:translate(0,0) rotate(0deg);z-index:3}

33.34%,41.66% {transform:translate(18px,9px) rotate(3deg);z-index:2}

41.67%,100% {transform:translate(36px,16px) rotate(6deg);z-index:1}

}

@keyframes u1cJ{

0%,33.33% {transform:translate(18px,9px) rotate(3deg);z-index:2}

33.34%,41.66% {transform:translate(36px,16px) rotate(6deg);z-index:1}

41.67%,100% {transform:translate(0,0) rotate(0deg);z-index:3}

}

@keyframes u1cB{

0%,33.33% {transform:translate(36px,16px) rotate(6deg);z-index:1}

33.34%,41.66% {transform:translate(0,0) rotate(0deg);z-index:3}

41.67%,100% {transform:translate(18px,9px) rotate(3deg);z-index:2}

}


/* ✓ badge visibility */

@keyframes u1okM{0%,33.33%{opacity:1}33.34%,100%{opacity:0}}

@keyframes u1okJ{0%,33.33%{opacity:0}33.34%,66.66%{opacity:1}66.67%,100%{opacity:0}}

@keyframes u1okB{0%,66.66%{opacity:0}66.67%,100%{opacity:1}}

.u1 #cM .ok{animation:u1okM 4.8s steps(1) infinite}

.u1 #cJ .ok{animation:u1okJ 4.8s steps(1) infinite}

.u1 #cB .ok{animation:u1okB 4.8s steps(1) infinite}


/* tap ripples */

.u1 .tap{position:absolute;width:26px;height:26px;border-radius:50%;border:2px solid #fff;background:rgba(255,255,255,.35);opacity:0;pointer-events:none;z-index:9;animation-timing-function:ease-out;animation-iteration-count:infinite}

.u1 #tJ{left:140px;top:62px;animation:u1tJ 4.8s ease-out infinite}

.u1 #tM{left:72px;top:54px;animation:u1tM 4.8s ease-out infinite}

@keyframes u1tJ{0%,33.33%{opacity:0;transform:scale(.4)}35%,38%{opacity:1;transform:scale(.7)}41.66%,100%{opacity:0;transform:scale(1.6)}}

@keyframes u1tM{0%,66.66%{opacity:0;transform:scale(.4)}68.33%,71.33%{opacity:1;transform:scale(.7)}75%,100%{opacity:0;transform:scale(1.6)}}


/* quick replies + booking */

.u1 .pills{display:flex;gap:8px;margin-top:10px}

.u1 .pill{font-size:12.5px;font-weight:600;padding:7px 12px;border-radius:999px;border:1.5px solid #5B6472;color:#5B6472;background:#FFFFFF;position:relative}

/* Primary CTA: outline by default, green fill on click */

.u1 #pc{animation-name:u1pc;animation-timing-function:steps(1)}

@keyframes u1pc{

0%,82.143%{background:transparent;color:#5B6472;border-color:#5B6472}

82.321%,100%{background:#12A150;color:#FFFFFF;border-color:#12A150}

}

.u1 #tC{left:auto;top:auto;animation-name:u1tC;position:absolute}

@keyframes u1tC{0%,80.357%{opacity:0;transform:scale(.4)}82.143%{opacity:1;transform:scale(.7)}88.393%,100%{opacity:0;transform:scale(1.6)}}

.u1 .book{display:flex;gap:10px;align-items:center;background:#FFFFFF;border-radius:14px;padding:11px 14px;box-shadow:0 1px 2px rgba(16,24,40,.06);max-width:88%;color:#1F2430}

.u1 .book .ic{width:36px;height:36px;border-radius:10px;background:rgba(18,161,80,.14);color:#12A150;display:flex;align-items:center;justify-content:center;font-size:18px;flex-shrink:0}

.u1 .book .t1{font-size:13px;font-weight:700}.u1 .book .t2{font-size:12px;color:#6B7280;margin-top:2px}


/* Message entry animations */

@keyframes u1m1{0%,0.000%{grid-template-rows:0fr;opacity:0;transform:translateY(8px)}5.357%,100%{grid-template-rows:1fr;opacity:1;transform:none}}

@keyframes u1m2{0%,8.929%{grid-template-rows:0fr;opacity:0;transform:translateY(8px)}14.286%,100%{grid-template-rows:1fr;opacity:1;transform:none}}

@keyframes u1m3{0%,50.000%{grid-template-rows:0fr;opacity:0;transform:translateY(8px)}55.357%,100%{grid-template-rows:1fr;opacity:1;transform:none}}

@keyframes u1m4{0%,62.500%{grid-template-rows:0fr;opacity:0;transform:translateY(8px)}67.857%,100%{grid-template-rows:1fr;opacity:1;transform:none}}

@keyframes u1bk{0%,89.286%{grid-template-rows:0fr;opacity:0;transform:translateY(8px)}94.643%,100%{grid-template-rows:1fr;opacity:1;transform:none}}

.u1 #m1{animation-name:u1m1}.u1 #m2{animation-name:u1m2}.u1 #m3{animation-name:u1m3}.u1 #m4{animation-name:u1m4}.u1 #bk{animation-name:u1bk}


/* typing rows collapse once the reply lands */

@keyframes u1d1x{0%,3.571%{grid-template-rows:0fr;opacity:0}6.250%,8.036%{grid-template-rows:1fr;opacity:1}10.714%,100%{grid-template-rows:0fr;opacity:0}}

@keyframes u1d2x{0%,55.357%{grid-template-rows:0fr;opacity:0}58.036%,61.607%{grid-template-rows:1fr;opacity:1}64.286%,100%{grid-template-rows:0fr;opacity:0}}

.u1 #d1{animation-name:u1d1x}.u1 #d2{animation-name:u1d2x}


/* Input bar */

.u1 .input{margin-top:8px;height:44px;border-radius:12px;background:#FFFFFF;border:1px solid #E3E6EC;display:flex;align-items:center;padding:0 14px;font-size:13.5px;color:#9AA3B2;flex-shrink:0}

.u1 .input span{margin-left:auto;opacity:.7;color:#5B6472}


/* narrow (phone) */

@container (max-width: 400px) {

.u1 .bub{max-width:92%;font-size:13.5px;padding:10px 12px}

.u1 .pills{flex-wrap:wrap}

.u1 .pill{white-space:nowrap;font-size:12px;padding:6px 11px}

.u1 .call,.u1 .book{max-width:100%}

.u1 .deck{max-width:100%}

.u1 .input{height:42px;font-size:13px}

}

`

Enrollment Without the Office Queue

Enrollment Without the Office Queue

Students check prerequisites, register and ask about fees in one chat. Tricky cases go to staff.

Students check prerequisites, register and ask about fees in one chat. Tricky cases go to staff.

Frequently Asked
Questions

Frequently Asked Questions

Straight answers for universities and colleges on student engagement, rapid deployment, security and how AWX works with your staff and systems.

Straight answers for universities and colleges on student engagement, rapid deployment, security and how AWX works with your staff and systems.

What are AI agents for education?

Software that answers student questions, checks your systems, takes action, such as an enrollment check, and passes complex cases to staff.

How do AI tools for student engagement help?

How quickly can higher education deploy AI agents?

Will it replace our staff or lecturers?

Is student data kept private?

Ready to Talk?

Book a short demo and see AutomatiCworX handle your students' questions at any hour.