University of Washington campus on a spring day with cherry blossoms

Better data.
Better decisions.

Pennant Data Advisors helps college presidents, boards, and enrollment leaders turn their data into strategy — and strategy into confident decisions about recruitment, aid, yield, and retention. We're data scientists who understand the work of enrollment.

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What Sets Us Apart

Strategy and rigor, together.

We pair strong analytics with the judgment to know what to do with them. The models are rigorous; the advice around them is what turns a number into a decision leadership can act on.

01.

Actual Data Science

Many firms promise to shape your class or optimize your aid. Fewer are built by data scientists. Our models are developed with the rigor of the discipline — which is what makes the guidance on top of them worth trusting.

02.

No Black Boxes

You shouldn't have to take a number on faith. We make the reasoning behind every recommendation transparent — the good, the bad, and the uncertain — so you can defend it to a cabinet or a board.

03.

The Whole Funnel

Search, recruitment, aid, yield, retention — the decisions are connected, and so is our advice. We help you see the enrollment picture as one system rather than a set of disconnected fixes.

04.

A Partner, Cycle Over Cycle

We sit alongside your team and bring judgment that comes from knowing your institution — a relationship that compounds in value each year, not a one-time engagement.

Our Philosophy

Good advice is a model you can argue with.

Predictive models are easy to buy and hard to trust — and a number no one understands rarely changes a decision. We build the analysis in the open: the right inputs, the assumptions made plain, the trade-offs on the table. That's what turns a model into counsel your leadership can question, defend, and act on. The goal isn't a prediction handed down from a black box. It's a clearer, more confident decision — and a team that knows why they made it.

Our Approach

We work as an extension of your team.

Every engagement begins with the decision you're trying to make — not the data you happen to have. From there we build the strategy, the analysis, and the advice around it.

1

Understand the Decision

We start with strategy: what leadership is trying to achieve, what's constraining it, and what a good outcome actually looks like — so the analysis serves the decision, not the reverse.

2

Build the Data Foundation

Sound advice rests on sound data. We assess what you have, shore up the gaps, and put a data strategy in place — the groundwork that makes everything downstream credible.

3

Model and Test Together

We bring our models to your questions — recruitment, aid, yield, retention — and walk through the scenarios with your team, examining the trade-offs before any decision is made.

4

Advise Through the Season

We stay alongside you as the picture changes, translating the analysis into clear recommendations you can bring to cabinets, presidents, and trustees with confidence.

Historic university building with ivy-covered facade

The best enrollment decisions aren't handed down by a model. They're made by leaders who understand what the data is telling them — and why.

How We Help

From market strategy to the enrolled class.

Our work spans the strategic questions that shape an institution's future and the funnel decisions that build each class — backed by a suite of purpose-built models, matched to the priorities in front of you.

Market & Strategy

Position Right

Market research and competitive analysis that answer the questions boards and presidents actually ask — where to grow, what to launch, and how the institution stacks up.

What It Drives

A clear, evidence-based read on where the institution can compete and win — the foundation for every downstream enrollment decision.

  • Program demand & new-program viability
  • Competitive positioning vs. peers
  • Geographic & territory opportunity
  • Pricing & willingness-to-pay
  • Brand & market perception
  • Market sizing for enrollment growth

Across the enrollment funnel

Student Search

Search
Right

Finding and prioritizing the prospective students most likely to engage, apply, and fit — before the funnel even begins.

What It Drives

A smarter top of funnel — search and outreach aimed where they'll actually convert.

  • Prospect scoring & segmentation
  • Search list strategy
  • Market & territory analysis
  • Inquiry-to-applicant modeling

Admissions & Yield

Yield
Right

Understanding which admitted students will enroll — and why — at the segment and cohort level.

What It Drives

Sharper yield expectations that reduce the gap between your projected and actual class.

  • Segment-level yield modeling
  • Historical yield trends
  • Summer melt risk review
  • Outreach timing guidance

Financial Aid

Spend
Right

Deploying institutional aid to protect net tuition revenue without sacrificing yield or access.

What It Drives

More from the same aid budget — with full visibility into the trade-offs at every threshold.

  • Price sensitivity modeling
  • Aid & discount optimization
  • Net revenue scenarios
  • Need vs. merit allocation

Student Retention

Retain
Right

Identifying which students are at risk — and where intervention will actually move persistence and graduation.

What It Drives

Retention gains that compound — protecting revenue you've already worked to earn.

  • Early-risk identification
  • Persistence & term-to-term modeling
  • Intervention targeting
  • Cohort retention forecasting

Who We Work With

Built for the leaders who own the outcome.

We advise the presidents, boards, and enrollment leaders responsible for the institution's future — and partner closely with the teams who turn strategy into results.

Presidents & Boards

Enrollment strategy you can govern with confidence.

  • A clear-eyed read on enrollment and net revenue trajectory
  • Strategic options framed with their trade-offs, not just a forecast
  • Analysis you can bring to the board with conviction

Enrollment Leaders

A strategic partner across the whole funnel.

  • Search, yield, aid, and retention advice that connects as one strategy
  • Guidance on where to invest in the final stretch of the cycle
  • A relationship that deepens cycle over cycle

Provosts & CFOs

Enrollment aligned with mission and revenue.

  • Net tuition revenue scenarios grounded in your own data
  • Cohort and program composition that reflects institutional priorities
  • Ranges and assumptions, not just a single point estimate

Bring clarity to your
enrollment strategy.

Most enrollment challenges aren't data problems — they're decision problems. We help leadership close the gap between what the data shows and what the institution does about it. Let's talk about where your strategy goes next.