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EDUCATION INTELLIGENCE · TECHNOLOGY · GROWTH · INVESTMENT

Your biggest decisions
shouldn't be guesses.

Educated Guess Ventures brings research, engineering, commercialization, and transaction expertise to education and technology organizations — so your next market entry, product, or transaction is an educated one.

FRAMEWORK 01
Education Growth Framework
FRAMEWORK 02
Commercialization Framework
FRAMEWORK 03
Buy-Side Due Diligence Framework
FRAMEWORK 04
Education Transaction Intelligence
FRAMEWORK 05
Institutional Transformation Framework
FRAMEWORK 06
The CLOSER Framework
FRAMEWORK 07
Enrollment Growth Operating System
FRAMEWORK 08
Market Entry Mapping
FRAMEWORK 09
Eyes on Data, Ears on People
FRAMEWORK 10
Agentic Development Framework
FRAMEWORK 11
Self-Healing Support Ladder
FRAMEWORK 12
Secure-by-Design Agent Blueprint
FRAMEWORK 13
Onshore-AI Pod Model
FRAMEWORK 01
Education Growth Framework
FRAMEWORK 02
Commercialization Framework
FRAMEWORK 03
Buy-Side Due Diligence Framework
FRAMEWORK 04
Education Transaction Intelligence
FRAMEWORK 05
Institutional Transformation Framework
FRAMEWORK 06
The CLOSER Framework
FRAMEWORK 07
Enrollment Growth Operating System
FRAMEWORK 08
Market Entry Mapping
FRAMEWORK 09
Eyes on Data, Ears on People
FRAMEWORK 10
Agentic Development Framework
FRAMEWORK 11
Self-Healing Support Ladder
FRAMEWORK 12
Secure-by-Design Agent Blueprint
FRAMEWORK 13
Onshore-AI Pod Model
FRAMEWORK 01
Education Growth Framework
FRAMEWORK 02
Commercialization Framework
FRAMEWORK 03
Buy-Side Due Diligence Framework
FRAMEWORK 04
Education Transaction Intelligence
FRAMEWORK 05
Institutional Transformation Framework
FRAMEWORK 06
The CLOSER Framework
FRAMEWORK 07
Enrollment Growth Operating System
FRAMEWORK 08
Market Entry Mapping
FRAMEWORK 09
Eyes on Data, Ears on People
FRAMEWORK 10
Agentic Development Framework
FRAMEWORK 11
Self-Healing Support Ladder
FRAMEWORK 12
Secure-by-Design Agent Blueprint
FRAMEWORK 13
Onshore-AI Pod Model
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YEARS OF FAMILY ENTREPRENEURISM

Building, operating, and exiting businesses since 1905.

1905
2008
Today
0
GENERATIONS OF OPERATORS

One family discipline, from mills and hydropower to education technology.

0
YEARS BUILDING SAAS

Cloud platforms designed, shipped, and scaled by our own team.

0
PROPRIETARY FRAMEWORKS

Published, practiced, and proven across every engagement.

0
SUCCESSFUL EXITS

Manufacturing, energy, real estate, and education technology.

0
PUBLISHED BOOKS

Decision intelligence and professional selling, in print.

30+
ORGANIZATIONS WORLDWIDE

We've helped more than thirty education organizations solve their most critical growth, product, and assessment challenges.

60 years
COMBINED EXPERIENCE

Our team brings six decades of combined experience across education technology, assessment science, sales leadership, and software.

Selected Clients

Organizations we've worked with.

Engagements delivered by Educated Guess Ventures and its EdTech Growth practice across commercialization, software development, and advisory services.

ETS
Museum of Science
New Horizons Computer Learning Centers
TripleTen
National Research Center for College & University Admissions
The Enrollment Management Association
Innovate K12
Money Education
Partner in Publishing
Tech Spark
Spectrum Works
Modlin
ExamAve
eMedrix
Adjunct Professor Link

Advice you can hold accountable.

Our frameworks run in our own companies before they run in yours — fixed scopes, defined deliverables, measured outcomes, and our name on every conclusion.

The Educated Guess Operating System

THE EGVOPERATINGSYSTEMADVISEFrameworks appliedwith clientsINVESTOur capital, in ourown venturesBUILDOur own companiesproving itPROVEEvidence feedsthe frameworks
FIG. 1 — THE GROWTH FLYWHEEL
09
Integrated Practices

The Operating System for Education Growth.

Nine specialized practices, unified by proprietary frameworks and measured outcomes. Every engagement draws from the full operating system.

01 RESEARCH
PRODUCES:
Market landscape brief · Stakeholder interview synthesis
02 DIAGNOSTIC
PRODUCES:
Current-state assessment · Gap analysis against benchmarks
03 ALIGNMENT
PRODUCES:
Agreed objectives memo · Success metrics definition
04 STRATEGY
PRODUCES:
Written, sequenced plan your team can execute
05 EXECUTION & MEASUREMENT
PRODUCES:
In-field execution support · KPI dashboard and reporting cadence
06 EVOLUTION
PRODUCES:
Quarterly review · Framework updates from measured results
Overhead view of a working table with documents marked up in pen, two sets of hands, and coffee during a strategy session
A SEAT AT OUR TABLE

This family was built at kitchen tables. Your engagement gets a seat at ours.

For five generations, the Miller and Saben families have made their educated guesses the same way: papers spread across a table, assumptions marked up in pen, decided together. Client work runs exactly the same way — same table, same standard, same stakes.

WHY EGV

Ways to get this work done.

EGV
Frameworks proven with real capital
Yes — tested in our own ventures before they reach you
Operator experience
Founders who built, ran, and exited companies
Frameworks, not improvisation
13, published and practiced
Involvement through execution
We stay in the field through execution
Speed to start
Days
Traditional consultancy
Frameworks proven with real capital
No
Operator experience
Varies by team
Frameworks, not improvisation
Firm methodologies
Involvement through execution
Typically ends at the report
Speed to start
Weeks to months
Fractional executive
Frameworks proven with real capital
No
Operator experience
Usually one operator's lens
Frameworks, not improvisation
Rarely
Involvement through execution
Ongoing, limited hours
Speed to start
Days to weeks
In-house hire
Frameworks proven with real capital
No
Operator experience
Depends on the hire
Frameworks, not improvisation
None on day one
Involvement through execution
Full-time
Speed to start
Months to recruit

Portfolio & Results.

Verified outcomes across advisory engagements and portfolio companies.

VIEW ALL RESULTS
CLIENT RESULT
Tech Spark
TRANSACTIONS PRACTICE

Full lifecycle support — target evaluation, valuation, negotiation, and integration.

CLIENT RESULT
TripleTen
COMMERCIALIZATION PRACTICE

Market sizing, allied-health gap analysis, and a prioritized partnership strategy.

PORTFOLIO
Via TRM
PORTFOLIO COMPANY

Travel risk management SaaS used by universities globally — designed, built, and scaled by our team.

ADVISORY

Fee-based engagements for education organizations. You get frameworks that have already been tested — no equity, no investment relationship, no strings.

SEE THE PRACTICES →
CAPITAL & STUDIO

Where our own money works. We invest in and co-build education ventures — separately from advisory, and only in our own portfolio.

SEE THE PROVING GROUND →
READY TO BEGIN

Make your next move an educated one.

Commercializing a product, weighing a transaction, building partnerships, or raising capital — start with a conversation. No pitch deck, no RFP required.

START A CONVERSATION