AI‑Powered Academic Performance

Management System

An AI‑native platform for objective faculty evaluation, smarter hiring, and real‑time insights across higher education.

40%

Faculty turnover rate

$50B+

Annual hiring costs

85%

Use subjective methods

Real‑time

Dashboards & insights

Our Solution:

Academic

Performance

Management

System

(APMS)

An AI‑native platform that integrates diverse academic data, evaluates performance objectively, and surfaces live insights.

Objective Evaluation

AI integrates diverse academic data to eliminate bias and deliver fair, data driven performance reviews.

Smart Talent Acquisition

Semantic matching aligns candidate profiles with each institution’s specific needs.

Real Time Insights

Live dashboards track engagement, research impact, and compliance in real time.

The

Costly

Crisis

in

Faculty

Management

Outdated, biased hiring and evaluation practices create instability, waste spend, and introduce legal risk.

High Turnover

40% faculty turnover causing instability and talent drain across departments.

Ineffective Hiring

$50B+ wasted annually on poor, subjective hiring decisions that don’t scale.

Bias & Legal Risk

Subjective reviews create exposure to discrimination claims and reputational harm.

Opaque Evaluation

Lack of objective, cross-data review makes performance comparisons inconsistent.

How

APMS

Works

—

3-layer

AI

architecture

Data ingestion → AI Processing (Vertex AI & Document AI) → Objective evaluation via dashboards (Looker).

Data Ingestion

Integrates LMS, SIS, research tools, & classroom systems into a unified warehouse.

AI Processing

Builds semantic profiles & intelligent candidate matches.

Objective Evaluation

Delivers real‑time insights via dashboards to faculty & admins.

Market

Opportunity

Target segment: U.S. universities. Post‑COVID digitization, legal pressure on subjective reviews, and mature AI enablement drive timing.

$50B+ Global Market

Higher ed institutions are under pressure to modernize hiring and evaluation.

$2B+

TAM

$800M+

SAM

$100M+

SOM

Why Now?

Post-COVID digitization
Legal pressure on subjective reviews
AI now enables real-time unbiased insights

Defensible

Competitive

Advantage

AI‑Native Architecture

Unlike legacy systems, APMS is built AI first, enabling semantic analysis, compliance automation, and predictive modeling.

Higher‑Ed Specialization

Tailored specifically for universities, integrating hiring, evaluation, and compliance in one unified platform.

Ecosystem Partnerships

Backed by Google Cloud, Snowflake, and KiwiTech , creating deep ecosystem integration and credibility.

Scalable

Business

Model

Core Platform Revenue

$200–$500

/faculty/year

tiered by institution size, forming the foundation of recurring revenue.

Premium Modules & Services

$100–$300

/faculty/year

AI upgrades

$50–$150

/implementation

Custom services, offer high margin upsell potential

Strong Unit Economics

ACV: $100K, LTV: $500K+, CAC: $15K, Gross Margin: 85%85%, Payback in 9 months.

Go-To-Market

Strategy

Partnerships & Thought Leadership

Alliances with Google Cloud, Snowflake, and KiwiTech amplify reach. Speaking at academic events enhances credibility.

Direct Sales & Pilots

Enterprise sales team targets university decision makers, launching pilot programs in key departments.

Scalable Expansion

Initial focus on US institutions with plans to expand globally by Year 3 through proven land and expand model.

Strong

Early

Traction

Partnerships & Support

$500K development deal; $550K in cloud credits.

Technology Milestones

Core architecture validated; MVP underway.

Pilot Launch

Five universities lined up for Q1 2026 pilots.

Financial

Projections

Key Metrics

Net Revenue Retention: 120%+

Churn < 5%

CAC: $15K

Gross Revenue Retention: 95%+.

Milestone Markers

MVP validation, module adoption, market expansion, and international traction drive momentum.

5-Year

Roadmap

Year 1-2

Foundation

Launch MVP with 25 institutions, reach $2.5M ARR, and deploy premium AI modules.

Year 3

Expansion

Grow to 80+ institutions, launch advanced AI features, and enter international markets.

Year 4-5

Market Leadership

Reach 500+ customers, surpass $50M ARR, and secure dominant position in higher ed tech.