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SPARC

A rising tide lifts all boats, but not all students float the same way.
Every student deserves an experienced captain.

Request a Demo → Read the Features ↓

This captain's job isn't to take over.
It's to make sure no student navigates alone.

SPARC

I notice you've missed a couple BCH362 sessions recently. That's one of the strongest predictors of grade outcomes. Want to talk about what's going on?

Student

I think I picked the wrong track.

SPARC

I can help you compare transfer options and book your advisor now. Your counselor has an opening Tuesday the 3rd at 3:00 pm. You are also free at that time. Would you like me to book the appointment and put it on your calendar?

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1. THE AI ENGINE

Not a chatbot. An engine.

Powered by Claude, SPARC's AI is enriched with the student's full context on every message: courses, GPA, attendance, degree plan, goals, counselor history, behavioral patterns, and personal facts learned over months of conversation.

It answers questions about grad school requirements, transfer options, and program comparisons, then connects the answer back to what the student can do right now, at their institution.

For struggling students, it surfaces attendance data directly: "I notice you've missed a couple BCH362 sessions recently. That's one of the strongest predictors of grade outcomes. Want to talk about what's going on?"

It will not write papers, or provide test answers. Academic integrity is non-negotiable.

2. ATTENDANCE TRACKING

SPARC knows when they showed up, and when they didn't.

If enabled by the student, via GPS coordinates, the app is aware of attendance during class hours. The system cross-references the student's schedule and the building's location to determine: Present, Late, or Absent. No app interaction needed. SPARC shows the student their own attendance patterns, and encourages class attendance.

Attendance data is recorded in the student's local profile. Patterns are surfaced early, before a student has dug themselves into a hole that's hard to climb out of. Individual attendance data is available to the individual student. Aggregated student-body attendance data is available to administration.

Campus only. Class hours only. Students can enable or disable the feature.

BIO 362, Sun Hall, PRESENT ✓
Polling cadence: 5 min
Current status: Present

This week: 4 Present · 1 Late · 0 Absent

Auto-detected during class hours

Perfect attendance this week.

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Persistent memory. Proactive outreach. Personal to every student.

Student Profile
Maya Chen · Junior
Retention Risk
62
Monitoring
Weighted Risk Score
Low Moderate At-Risk Critical

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3. CAMPUS ENGAGEMENT INTELLIGENCE

Attendance is one signal. Engagement is the whole picture.

SPARC measures eight retention signals: class attendance, event attendance, counselor appointments, goal activity, AI engagement, daily check-ins, walking and activity goals, and academic performance.

These signals are combined into a student level risk model that SPARC uses for direct proactive outreach to the student, making SPARC the first tier of support. Institutional leadership sees aggregated trends across cohorts, programs, and risk tiers, while individual student data remains private.

A student who stops going to events, stops chatting with SPARC, and starts missing classes isn't just having a bad week. SPARC knows the difference.

4. ACADEMIC DASHBOARD

The full picture. In one place.

GPA. Attendance. Degree progress. Campus engagement score. Upcoming milestones. Active goals. Counselor appointment history.

Students see their complete academic picture without hunting across five different portals. The dashboard is the source of truth, connected to the institution's SIS and updated in real time.

And the AI can talk about any of it, in context, at any time.

MC
Maya Chen
Junior  ·  Computer Science  ·  ID 20241483
Live · SIS sync
GPA
3.74
Cumulative
Attendance
84%
This semester
Credits
87/120
Completed
Engagement
91
Campus score
Degree Progress
Core Requirements 100%
Major Courses 72%
Electives 60%
Capstone 0%
Upcoming Milestones
Registration opens, Fall 2026
Apr 3, 2026
Capstone proposal due
Apr 18, 2026
Graduation application deadline
May 1, 2026
Final exams
May 12–16, 2026
Active Goals
Apply to CS internships Active
Raise attendance to 90% Active
Complete research elective Pending
Walk 8,000 steps / day Active
Counselor Appointments
14
Mar
Academic planning check-in
Dr. Reyes · 30 min
21
Feb
Career path discussion
Dr. Reyes · 45 min
09
Jan
Semester goal setting
Dr. Reyes · 30 min
Maya, your capstone proposal is due in 36 days and you haven't started. Want me to help you outline it based on your research elective goal?

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SPARC

I found openings with Jasmine that also fit your schedule: Tue 10:30 AM, Wed 1:00 PM, Thu 3:30 PM.

Student

Wed 1:00 PM works.

SPARC

Booked: Wed Mar 11, 1:00-1:30 PM with Jasmine Martinez.

SPARC

Added to your in-app calendar: "Degree Plan Review," Wed Mar 11, 1:00-1:30 PM, Student Services Center. Prep note: "Verify Spring 2027 graduation timeline."

SPARC

Confirmation email sent with the same details.

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5. DEGREE PLANNING & COUNSELOR INTEGRATION

From "I want to change my major" to a booked appointment in seconds.

SPARC integrates with your degree planner to show students their planned path to graduation: courses required, courses completed, courses in progress, and elective options.

When a student signals they want to make a change, such as adding a class, dropping a course, or exploring a different program, SPARC recommends a counselor appointment and shows concrete, conflict-free open time slots.

If integrated, SPARC waits for the student to pick a slot, books the event, then confirms the exact booked time and writes the full appointment entry into the student's in-app calendar (title, counselor, time, location, and prep note), with email confirmation also sent to the counselor. This is appointment integration, not a link to a scheduling page.

6. SMART HOMEWORK MANAGEMENT

Assignments become a schedule. Automatically.

For SPARC-compatible courses, assignments are pulled directly into the student's task list. SPARC finds available time blocks in the student's actual week, around their classes, commitments, and calendar, and suggests when to work on what.

Not a generic to-do app. A homework management system that knows when the student is actually free.

SPARC · Schedule Builder
Week of Mar 16, 2026
Assignments due this week
Research paper outline
ENG 310 Wed · 2 hrs
Algorithm problem set 4
CS 401 Thu · 3 hrs
Lab report: thermodynamics
PHYS 220 Thu · 1.5 hrs
Reading: Ch. 9–10
HIST 215 Fri · 1 hr
Capstone literature review
CS 490 Fri · 2 hrs
SPARC suggested schedule
MON
6–8pm
Research paper outline
ENG 310 · 2 hrs · due Wed
TUE
5–7pm
Algorithm problem set 4
CS 401 · 2 hrs · cont. Wed
WED
4–6pm
Algorithm p-set 4 + Lab report
CS 401 · PHYS 220 · 1 hr each
THU
7–9pm
HIST reading + Capstone review
HIST 215 · CS 490 · 1 hr each
Your actual week (open blocks highlighted)
Mon
Tue
Wed
Thu
Fri
9am
CS 401
CS 401
HIST 215
11am
ENG 310
PHYS 220
1pm
PHYS 220
CS 490
CS 401
3pm
Gym
Gym
5pm
SPARC
6pm
SPARC
SPARC
SPARC
Club
8pm
SPARC
Class
Commitment
SPARC suggested
You have 9.5 hours of work this week. I've fit it around your classes and gym. Your heaviest day is Wednesday at 2 hours. Want me to adjust anything?

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SPARC · Events
Biology Grad school Research
18
Mar
Graduate Research Symposium: Life Sciences
2:00–5:00pm Science Hall 202 Research
Match
96%
JL
KP
MR
+4
20
Mar
Dr. Osei: CRISPR Applications in Gene Therapy
4:30pm Biomedical Bldg, Rm 110 Research
Match
91%
TW
+1
22
Mar
How to Write a Competitive NSF Fellowship App
12:00–1:30pm Career Center, Rm 4 Career Workshop
Match
84%
SB
AR
+3
25
Mar
Lab Crawl: Meet Faculty Research Groups
3:00–6:00pm Research Quad Research
Match
78%
JL
MR
+8
The Graduate Research Symposium on March 18 lines up with your goal of applying to PhD programs. Three of your connections are going. Want me to add it to your calendar and block prep time beforehand?

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7. CAMPUS EVENTS & EXPLORATION

Not a feed. A personalized recommendation layer.

SPARC pulls real campus events and scores them for relevance based on the student's major, goals, interests, and past event history. A student targeting grad school in biology sees research seminars. A student interested in entrepreneurship sees startup events.

Events can be added to the student's calendar directly with one touch. Students can share events with each other, coordinate attendance, and plan activities together, turning a personal recommendation into a shared experience. SPARC mentions relevant events in conversation when they match what the student is working toward.

8. WALKING & WELLNESS GOALS

The whole student. Not just the academic one.

Students set walking and wellness goals. SPARC helps students measure progress using device motion data (steps, activity patterns, campus venue check-ins), compares it against their goals, and checks in when patterns change.

A student who works out three times a week but hasn't been to the gym in two weeks during finals? SPARC notices and mentions it the way a friend would, not the way a notification would.

SPARC · Wellness
Finals week · Mar 16–20
Avg steps / day
4,820
↓ 41% vs baseline
Gym visits
0
Last 2 weeks
Walking goal
60%
8,000 steps / day
M
T
W
T
F
S
S
M
T
W
T
F
S
T
Goal: 8,000
Mar 2
Mar 9
Mar 16 ⚑
Mar 23 ⚑
Daily steps
4 day streak
60%
Gym 3× / week
Streak broken
0%
Daily check-in
12 day streak
Sleep goal (7 hrs)
Avg 5.8 hrs
83%
Hey, you've been hitting the gym 3 times a week all semester, but you haven't been in two weeks. Finals are brutal, I get it. Even a 20-minute walk helps. Want me to find a window in your schedule tomorrow?

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One tide. Eight billion different shorelines.

SPARC · Memory
Maya Chen · Fall 2023 → Present
Recent
Last 10 sessions, full detail
Always loaded
Semester
Compressed summaries per term
5 semesters
Milestones
Key decisions, achievements, shifts
Full career
Profile
Goals, identity, evolution over time
Always current
Aug 2023 Profile
Enrolled, declared Pre-Med
Goals: MCAT by junior year, research experience, strong GPA
Dec 2023 Semester
Fall Freshman, 3.61 GPA
Strong in CHEM 101, struggled with BIO lab. Started questioning Pre-Med fit.
Mar 2024 Milestone
Switched major to Bioengineering
"I want to build things, not just study them." Dropped MCAT prep goal.
Dec 2024 Milestone
Dean's List, Sophomore Fall
3.82 GPA. First semester fully in Bioengineering curriculum.
Sep 2025 Profile
Began mentoring freshmen
Peer mentor for 3 students. Noted interest in leadership and grad school.
Dec 2025 Semester
Junior Fall, 3.74 GPA
Capstone started. Increased AI engagement. Active on 4 campus goals.
Now
Mar 2026 Recent
Capstone proposal due in 36 days
Researching PhD programs. Registered for Grad Research Symposium.
When you switched to Bioengineering, you said you wanted to build things. Your capstone is the first real chance to do that. I've been here since day one. Let's make it count.

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9. 4-YEAR PERSISTENT MEMORY

It was there on Day 1. It'll remember it on Graduation Day.

SPARC's tiered memory architecture stores the arc of a student's academic career without growing unbounded. Recent sessions, semester summaries, milestone memories, and a profile evolution timeline are all loaded into every conversation.

SPARC knows that a student switched from pre-med to bioengineering in spring of freshman year. It knows they made Dean's List as a sophomore. It knows they've been mentoring freshmen since fall of junior year.

It doesn't just help with today. It holds the whole story.

10. PROVOST RETENTION DASHBOARD

Institution-wide clarity through aggregated retention intelligence.

The Provost Dashboard provides a real-time, aggregated view of retention risk across colleges, programs, class years, and risk tiers. Nine pages of detailed graphics and exportable data can give student success leadership clear, signal-based visibility across the institution without exposing individual student records.

Insightful retention signals. Weighted risk scores. Early warning flags. Advisor assignment visibility.

SPARC surfaces behavioral signals (attendance patterns, engagement quality, counselor utilization) that existing early-alert systems don't capture together in one place, before outcomes are decided.

SPARC · Provost Dashboard
Westfield University  ·  Aggregated retention intelligence · 51,366 active users
Live
Spring 2026
↑ +3.2%
51,366
Active SPARC users
↑ +1.8%
87.4%
Retention rate
↑ +0.04 pts
3.62
Avg GPA
↑ +12.1%
78.3%
App engagement (7d)
⚑ 3,412 students
6.64%
At-risk users
GPA distribution
Across 51,366 active SPARC users
0.0-0.99
1.0-1.49
1.5-1.99
2.0-2.49
2.5-2.99
3.0-3.49
3.5-3.79
3.8-4.0
Sentiment trajectory
Average mood across the semester
Avg sentiment Stressed % Anxious %
W1W2W3W4W5W6W7W8W9W10W11W12
Feature adoption
% of users engaging each feature
Chat (AI Asst.)
91
Day Schedule
78
Goals
64
Todos
58
Degree Plan
44
Campus Events
38
Explore
28
Opportunities
22
Attendance by day
Average attendance rate per weekday
Mon
Tue
Wed
Thu
Fri
Wellbeing snapshot: positive indicators & alerts
Based on SPARC interaction signals across all active users
21,056 users
41.0%
Motivated
19,776 users
38.5%
Connected
18,492 users
36.0%
Positive sentiment
15,410 users
30.0%
Thriving
4,624 users
9.0%
Stressed
2,568 users
5.0%
Anxious
1,847 users
3.6%
Declining sentiment
42 users
0.1%
Crisis referrals
Eight retention signals (institutional aggregate)
Class attendance
84%
Event attendance
71%
Counselor appts
58%
Goal activity
64%
AI engagement
78%
Daily check-ins
69%
Walking goals
52%
Academic perf.
81%

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Location & privacy scope
Location use is bounded by design
Not a background data collection service
FERPA-aligned
Campus-only
Never records location off-campus or outside university geofences
Class-hours only
Attendance signal active only during scheduled class times
Fully visible
Students can see exactly when and where location was logged
Crisis language pre-screen
01
Student message
Message entered into SPARC chat
02
Keyword pre-screen
Runs before the generative model. Self-harm & crisis language flagged
03
AI loop ends
Flagged student-authored content does not go to the model. Path to resources is immediate
04
Resources shown
Standard resource reply in the UI. No AI continuation on that student message
Campus counseling
Direct link to institution's own counseling services
988 Lifeline
Call or text 988, the national mental health crisis line
Crisis Text Line
Text HOME to 741741 (available 24/7)

When a crisis flow runs, we store a minimal audit: that it fired, when, which session/user, and sometimes which channel, for continuity and abuse prevention. We do not store the student's exact words.

The student still sees the standard resource reply. Many teams retain the assistant's templated crisis message if policy allows; it is not student-authored sensitive content (policies vary).

Ordinary logging you already rely on continues: authentication, sessions, errors, and non-crisis messages.

⚑ No generative response to the flagged student-authored message.

Student data transparency
Every fact SPARC has learned, visible and deletable
Not a legal requirement. How we think students should be treated.
Learnt
Prefers morning study sessions
Inferred · Sep 14, 2025
Learnt
Anxious about GRE preparation
From conversation · Oct 3, 2025
Removed
Mentioned financial stress
Deleted by student
Learnt
Goal: PhD in Bioengineering
From conversation · Aug 28, 2025
Learnt
Misses gym when stressed
Inferred · Nov 2025
Removed
Family situation in fall semester
Deleted by student
Students can delete stored memories (individual facts or everything). SPARC removes them from the profile we use for personalization and stops using them in the app. As with any cloud-hosted service, short-lived copies may still exist in infrastructure backups, operational logs, or subprocessors (for example AI providers) until normal retention cycles complete, not a separate “shadow copy” we keep for marketing.
Compliance architecture
✓ FERPA
FERPA-conscious by design
Institutions own their data. Processed only by contracted subprocessors under your institution's data agreements. Never sold. Never marketed against. Never shared beyond serving your students.
● Consent
Explicit, revocable
Students opt into every data type. Consent can be withdrawn at any time without penalty.
▮ Audit log
Accountable access
Student data is encrypted, never sold, and never used for advertising. Only authenticated users in roles your institution allows can reach education records; we maintain standard operational logs to run the service securely and to support your school’s own compliance and disclosure practices.
Privacy here isn't a checkbox. Students can see every fact SPARC has inferred about them and delete those memories from the app. These aren't legal minimums. They're the baseline we think students deserve.

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11. PRIVACY & SAFETY ARCHITECTURE

FERPA-aligned. Student-controlled. Crisis-ready.

SPARC is designed from the ground up for the privacy requirements of higher education. Use of location is campus-only, class-hours-only, and fully visible to the student.

Self-harm and crisis language is caught by a keyword pre-screen before it reaches the generative model. The student sees the standard resource reply immediately, with campus counseling, 988, and Crisis Text Line, and with no AI response to the flagged message. A minimal audit records that the crisis flow fired, when, and which session or user (and sometimes channel) for continuity and abuse prevention, without storing the student's exact words; templated resource content may be retained where policy allows.

Students can see every fact SPARC has learned about them and delete any of it. This isn't a legal requirement. It's how we think students should be treated.

12. MULTIMODAL ACADEMIC INTELLIGENCE

Not just conversations. A capable academic mind.

SPARC handles the full range of academic life, not just advising. Ask SPARC to work through a reaction mechanism in organic chemistry, and it renders the structure and explains the electron flow. Paste in a calculus problem, and it returns clean mathematical notation stepping through the problem. Hum a melody or describe a chord progression, and it responds in proper musical notation.

Point your camera at a flyer on a bulletin board, and SPARC reads it, pulls the event name, date, time, and location, and adds it directly to your calendar.

Whatever the subject, whatever the format, SPARC meets the student where they are.

Academic capability: live demos
Walk me through the nucleophilic addition of HCN to acetaldehyde.
SPARC
Nucleophilic addition of HCN to acetaldehyde proceeds in two steps. The cyanide ion acts as the nucleophile, attacking the electrophilic carbonyl carbon. CH₃ C O H + HCN CH₃ C OH H CN Nu⁻ attack cyanohydrin
Step 1: CN⁻ attacks carbonyl C → alkoxide intermediate. Step 2: Protonation by H₂O → cyanohydrin. The reaction is reversible and favors aldehydes over ketones.
Evaluate ∫ x·sin(x) dx
SPARC
Use integration by parts: let u = x, dv = sin(x)dx.
x · sin(x) dx =x cos(x) + cos(x) dx =x cos(x) + sin(x) + C
Set u = x, so du = dx
Set dv = sin(x)dx, so v = −cos(x)
Apply: uv − ∫v du = −x cos(x) + ∫cos(x) dx
Integrate: ∫cos(x) dx = sin(x) → final answer above
I’m describing a I–V–vi–IV progression in C major. What chords are those and how do they function?
SPARC
Classic pop progression, used in hundreds of songs. In C major:
𝄞 C G Am F
C
C · E · G
I (Tonic)
G
G · B · D
V (Dominant)
Am
A · C · E
vi (relative minor)
F
F · A · C
IV (Subdominant)
The vi chord borrows the emotional weight of the minor mode before the IV resolves back to stability.
Camera → calendar
Bulletin board · Westfield SU
Graduate Research Symposium
Department of Bioengineering
📅 Friday, April 11, 2026
🕐 2:00 PM – 5:30 PM
📍 Keller Hall, Room 204
RSVP by April 7 · Light refreshments provided
Scanning
Extracted
EventGraduate Research Symposium
DateFriday, April 11, 2026
Time2:00 PM – 5:30 PM
LocationKeller Hall, Room 204
RSVPApril 7, 2026
Whatever the subject, whatever the format. Structures, equations, notation, live camera scans, and SPARC renders the right format for the right discipline. Not a chatbot with a search bar. A capable academic mind.

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Decades of retention research point to the same finding: students stay enrolled when they feel like someone is paying attention, not because of their GPA.

From Tinto's 1975 integration model to current belonging research, the evidence is consistent: connection drives persistence. SPARC makes that possible at scale.

An experienced captain for every student.

TECHNICAL FOUNDATION

Built to drop into your stack.

SPARC is a Next.js 15 / React 19 PWA with offline support, deployable to AWS (ECS Fargate) or your preferred cloud infrastructure. PostgreSQL + Prisma for data, Anthropic Claude API for AI, with multi-tenant architecture ready for institution-scale licensing.

SIS integration supports Banner and PeopleSoft. CRM integration supports Salesforce Education Cloud and Slate. Degree audit integration supports DPR and DegreeWorks. Counselor scheduling supports E2E integration with major platforms.

Banner / PeopleSoft
Salesforce Ed Cloud
DPR / DegreeWorks
E2E Scheduling
AWS / Cloud Deploy
FERPA Compliance
Claude AI
PWA / Offline
Multi-tenant Ready

See SPARC at your institution.

We'll show you the full product, walk through the Provost Dashboard, and talk about what a pilot looks like at your school.