Most enrollment AI is built to automate a task.

Now every leader has an enrollment strategist and every counselor has a personalized guide.

For Leaders For Counselors The Student Thesis Assessment The Signal Solution About Team Press Careers Let’s Talk

VantagePoint by enroll ml

The Leader's AI Enrollment Strategist

Talk directly to your enrollment funnel.

The hardest part of enrollment leadership isn’t getting the data. It’s turning it into meaning. Where are we headed? Where’s the risk? Where’s the opportunity? What do we need to do right now to capture it?

VantagePoint puts that thinking behind a conversation. Talk to it the way you’d talk to your most strategic advisor—and get back the answer, not another dashboard.

VantagePoint
VantagePoint
Intelligence
Funnel Analysis Team Performance
Conversation
VantagePoint
Recent
Yield strategy review Team allocation Q3 Spring admit analysis
VantagePoint The Enrollment Leader’s AI
Live Enrollment Intelligence Engine
The VP's Daily Briefing

Across the entirety of the enrollment cycle—from first contact to first day of class—VantagePoint surfaces the opportunities, the risk, and the actions that guide you to maximize the full enrollment opportunity of your funnel.

VantagePoint — Daily Briefing
Today's Enrollment Position Updated just now
Total Applicants
10,451
Fall 2026 cycle
Opportunity Index
45.5 ▲ +45.5
Capture potential
Contact Coverage
16% ▼ critical
Across all bands
Deposit Target
67%
Of institutional goal
Executive Summary
Deposit Velocity
Velocity is plateauing. Past peak acquisition—shift focus to yield and retention.
Undecided Population
65% of non-deposited students are in movable score bands (50+). Targeted outreach can still move this group.
Engagement Latency
Average days since last contact: 5 → 9 in two weeks. Responsiveness is declining late-cycle.
List Composition
Check In list has grown from 30% to 45% of the pool in three weeks. Momentum is shrinking.
Activation Strategy
Urgent
50–60 band: contact latency 4 → 11 days in three weeks. Decision windows closing on the movable middle.
Emerging
65+ band: high intent, but contact gap widening (7 → 13 days). Drift or competing offers—re-engage now.
Opportunity
20–30 band: 15% of undecided pool, contact frequency rising. Late decisions happening here—capture the yield.
Undergraduate Graduate International Transfer From Lead to Enrolled
See what this changes

Data was never the problem for your counselors. Time was.

Hundreds of students. Hundreds of signals. Patterns, meaning, and individualized strategy that no one person can see—delivered to every counselor, every day.

  • Every student scored and plotted on a live behavioral path to enrollment
  • AI-prioritized daily guidance—who to talk to, and where not to spend time
  • Live momentum signals—who’s rising, who’s stalling, and why
  • And our biggest breakthrough: the AI Student Thesis

VantagePoint doesn’t just guide your team—it learns how each counselor works best, adapting its thinking the way a great coach adapts to every individual.

Guidance written in your counselor’s voice, not ours.

VantagePoint — Counselor Dashboard
Portfolio Overview Fall 2026
1,977
Momentum
Scores are moving
265
On the Cusp
On the verge of a score change
2,443
Check In
No contact in 4+ weeks
67%
Deposit Target
47
0–15
1,245
20–30
1,580
35–45
1,037
50–60
346
65–75
522
80–90
412 deposited Goal: 615
Check In Students 2,443
3 students showing decision-window signals. Review recommended today.
7 students re-engaging after silence. Momentum window open.
Student Score Contact Status Decision
MR
Maya Rodriguez
Biology · Austin, TX
72.4
Apr 28
Reviewed
Admit: Regular
JK
James Kowalski
Engineering · Chicago, IL
44.1
Apr 26
Unreviewed
Admit: Regular
SP
Sofia Patel
Pre-Med · Seattle, WA
88.2
Apr 29
Reviewed
Deposit: Tuition & Housing Paid
TC
Tyler Chen
Business · Portland, OR
31.2
Apr 21
Unreviewed
Admit: Regular
AW
Aisha Williams
Psychology · Atlanta, GA
81.5
Apr 29
Reviewed
Deposit: Tuition & Housing Paid
DM
Daniel Martinez
Computer Sci · Dallas, TX
12.8
Apr 14
Unreviewed
Admit: Regular
EL
Emma Liu
Chemistry · San Jose, CA
67.9
Apr 27
Reviewed
UScholars Admit
RJ
Ryan Jackson
Nursing · Nashville, TN
51.2
Apr 24
Unreviewed
Admit: Regular

96% of your applicants never receive
strategic thinking. Until now.

From the first-time counselor to the most seasoned, VantagePoint thinks right alongside them—opening up the thinking, ideas, and actions that will differentiate your institution. A living assessment of every individual student: what’s driving them, what’s stalling them, and what will move them.

Every thesis is built on two layers: a forensic analysis of the data and a behavioral reading of what the data means. When they disagree, that’s where the real insight lives.

“The dashboard reports what already happened. The thesis interprets what is happening now and what to do about it. For every student. At every moment that matters.”

— Geoff Baird, Founder
Alexander Valdivia  |  Admit: Regular    ✉ avaldivia@crsvlv.org   ☎ +1 702-202-7626
Current Status
In Progress
Proximity Score
75 /100
Last Contact
Apr 16
2026
💡 Key Insight
“Is Xavier worth the final step?”
Student Connection
Signal is very weak
Outreach Urgency
LowHigh
RR
Counselor
Rachel Ritter
Assessment
Email
Communications
Insight

“Silent Contender”

Meaning

This is a classic case of a student who is logistically ready but relationally absent. Despite being admitted for months and receiving a very significant financial aid package, Alexander has not engaged in a single two-way conversation, suggesting his decision process is happening entirely offline or his attention is elsewhere. The consistent, unanswered outreach from his counselor has established a baseline of care, but the lack of reciprocity indicates a deep-seated hesitation or a decision that has already been made in favor of another institution.

Implications

Without a direct human intervention this week, this student is lost. The commitment deadline is two days away, and all forward momentum ceased after the admission decision in December. The bridge from his current stalled state to commitment requires breaking the months-long silence and addressing the unspoken barriers before it’s too late.

Actions
✨ Recommended Next Step
Recommended Outreach Method: Call

A phone call today, before noon, from his counselor. Personal, not pressure. Acknowledge the significant financial aid award directly, frame the Engineering Physics program as a path to a specific career, and create a personal connection beyond automated messages.

Subject Thinking of you before the deadline, Alexander
↻ Reset ⎘ Copy ▶ Send

Hi Alexander,

I was looking over your file and thinking about your interest in Engineering Physics. I know the May 1st decision day is tomorrow, and I wanted to reach out one more time to ensure you have everything you need from us.

Your financial aid package is one of the strongest we offer, and I want to make sure you feel confident about the value of an investment in a Xavier degree and the career doors it can open.

Our Engineering Physics program is designed to give students like you a versatile and powerful start. Does the idea of a challenging, hands-on program that prepares you for a career or graduate school align with what you’re looking for in a college experience?

All For One,

Rachel Ritter
Regional Recruitment Director
Xavier University
ritterr@xavier.edu
(513) 745-3232
She/Her

📞 Talking Points for Call

  • Hi Alexander, this is Rachel Ritter from Xavier University. I know you’re facing the big May 1st deadline tomorrow and I wanted to connect personally.
  • I was reviewing your admission and saw the great financial aid package we were able to offer. That’s a huge testament to your hard work. I wanted to make sure you had a chance to see how that investment translates into a career.
  • I’m not sure if you saw, but our Engineering Physics program is really focused on preparing students for versatile careers right after graduation. I’m curious, what was it about that specific program that first caught your interest?
  • As you make your final decision, what’s the most important factor for you and your family right now?
  • If I could answer one final question to help you feel 100% confident, what would that be?
⎘ Copy Talking Points

💬 Suggested Voicemail Message

Hi Alexander, this is Rachel Ritter calling from Xavier University. I’m calling with the May 1st deadline just a day away. I was looking at your strong financial aid offer and wanted to connect one last time to answer any final questions you might have. My number is (513) 745-3232. I’ll be available until 5 PM today. All for one, and Go Muskies!

💬 SMS Communication

Hi Alexander, Rachel from Xavier here. Thinking of you with the May 1st deadline tomorrow. Your strong financial aid offer is waiting. Any final questions I can answer for you today?
⎘ Copy SMS
🔑 Keys to Unlocking
  • Acknowledge the significant financial aid award directly.
  • Frame the Engineering Physics program as a path to a specific career.
  • Create a personal connection beyond automated messages.
Integration

VantagePoint integrates quickly and simply with your existing CRM environment.

No rip and replace. Live in weeks, with virtually no time needed from your team.

Trust & Compliance

Built for the standards your institution demands.

SOC 2 Compliant

Your data, protected by enterprise-grade security standards.

FERPA Compliant

Student data handled with the care federal law requires.

Explainable AI

Anti-bias by design. Every recommendation is transparent, auditable, and fair.

“We only wish we had implemented enroll ml sooner. Our Admissions team immediately saw the difference once we got started, and the pace from first conversation to full delivery has far exceeded our expectations. It quickly became clear that this partnership is a transformational turning point for us.”

Mj Huebner, Vice President of Enrollment, Kalamazoo College

VantagePoint is changing how enrollment works for hundreds of admissions counselors every day.
If you’d like to hear directly from our partners, just ask—we’ll connect you.

Let us show you the future of enrollment.