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Higher education only · Accepting new engagements

Analytics built forhigher education.

Power BI dashboards, PostgreSQL pipelines, and custom analytics tooling, designed by an analyst who has lived inside the system. FERPA-safe by design, IPEDS-aware from day one.

Power BI · PostgreSQL · Microsoft Fabric · IPEDS

Delivered

Built from the warehouse,not from slide decks.

Student enrollment in Power BI: census snapshots, headcount, credit hours, and term-over-term comparisons, all running on governed PostgreSQL views.

app.powerbi.com · Student Enrollment
Student Enrollment report in Power BI
Student Enrollment · Power BI
Years inside university IR
3+
Argos reports migrated to Power BI
22+
Annual IPEDS surveys authored
5
Business day to hear back
1

Services

Three practices.One outcome: institutions that act on their data.

Most higher-ed analytics work fails at the seams. The SQL doesn't match the dashboard, the dashboard doesn't match the meeting, the meeting doesn't change anything. We work end to end so the seams disappear.

  • Dashboards

    Executive-ready BI

    Power BI dashboards that survive contact with cabinet meetings. Built from your real data warehouse, not slide decks. Versioned, documented, and handed off cleanly.

    • Enrollment, retention & FTIC cohort dashboards
    • IPEDS-aligned reporting surfaces
    • People analytics & HR dashboards
    • Row-level security & FERPA-safe design
  • SQL & data

    Data engineering

    The pipeline behind the dashboard. PostgreSQL models, semantic layers, and documented query libraries your IR team can maintain after we leave.

    • SIS data modeling: Colleague, Banner, Jenzabar, PowerCampus
    • Argos-to-Power BI report migration
    • Cohort & longitudinal query frameworks
    • Reusable view libraries in Git; ETL & Power Query refactoring
  • Development

    Custom analytics tools

    When a dashboard isn't enough. Internal web tools, data apps, and AI-augmented workflows tailored to how your institution actually operates.

    • Internal data tools & lightweight web apps
    • Claude and LLM-powered analyst workflows
    • Embedded analytics & portal integrations
    • Automation of recurring compliance reports

Process

Four phases, shaped aroundyour academic calendar.

Higher ed runs on terms, not sprints. The process respects census dates, board cycles, and reporting deadlines, and produces artifacts your team owns at the end.

  1. 01

    Discover

    Stakeholder interviews, data inventory, and a clear scoping doc. We map what exists, what's broken, and what the board actually wants to see.

  2. 02

    Model

    SQL models in Git, semantic layer documented, FERPA review baked in. Every metric defined once, used everywhere.

  3. 03

    Build

    Dashboards, tools, or both, iterated weekly with your IR team in the loop. No black-box deliverables.

  4. 04

    Hand off

    Documentation, training, and a 30-day support runway. Your team owns it. We're a phone call away when you need us.

Engagement

Three ways to work together.Fixed-scope or monthly retainer. No surprises.

  • Project

    Fixed-scope build

    Fixed fee · 2 to 6 weeks

    A defined deliverable with a clear start and end. Best for one specific dashboard, data model, report migration, or internal tool.

    • 2 to 6 week timeline
    • Fixed-fee pricing
    • Full handoff documentation
    • 30-day support window
  • Most common

    Retainer

    Embedded analyst

    Monthly retainer · a term or a full year

    Ongoing partnership where we act as fractional analytics leadership, supporting your IR office across a term or a full year. This is how we work with Southwestern Adventist University today.

    • Monthly retainer
    • Standing weekly cadence
    • Multiple dashboards & ad-hoc requests
    • IPEDS season surge capacity
  • Advisory

    Strategic review

    Written roadmap deliverable

    Audit, recommend, advise. For institutions standing up an analytics function or rethinking the one they have.

    • Data architecture review
    • Tooling & vendor evaluation
    • Hiring & team structure guidance
    • Written roadmap deliverable

Every engagement starts with a free 30-minute discovery call.

Why higher ed only

A consultancy thatalready knows your data model.

Most analytics consultancies treat higher education as a vertical to tack on. We do the opposite. Every engagement we take is for a college, university, or higher-ed adjacent organization, because the difference between a generic BI shop and one that already knows what FTIC, FFTE, and IPEDS Part E mean is measured in months of wasted ramp-up.

The practice is led by Davenee James, Enterprise Analytics Specialist at the University of Central Florida and former IR analyst at Southwestern Adventist University, where the Argos-to-Power BI migration, the Colleague ODS reporting layer, and five annual IPEDS surveys were built from the inside.

Years inside university IR
3+
Argos reports migrated to Power BI
22+
Departments governed
15+
Database tables modeled
300+

Let's talk

Bring clarity toyour institutional data.

Start with a free 30-minute discovery call. We'll tell you honestly whether we're the right fit, and we respond within one business day.

What to include

Your institution, your SIS (Colleague, Banner, Jenzabar, PowerCampus), and the question leadership keeps asking that the current reports can't answer.

Higher education only · Accepting new engagements