Your people are already using AI. Your data is not ready for it.
We build the governed data, the dashboards, and the AI governance that let manufacturers, charter schools, and education agencies use AI without guessing what is exposed. It starts with a three-week assessment at a fixed price.
Not sure where you fit? Let's talk
The AI Readiness Assessment.
Three weeks. $7,500. One decision.
Your staff are already using AI with customer or student data. The assessment tells you what is exposed, what to automate first, and what it is worth: a data and systems inventory, a governance gap list against the standards your board or your customers hold you to, three ranked opportunities with ROI, and a 90-day roadmap you own.
Services built for
the way you work.
AI Infrastructure Builds
We design and build the data infrastructure your organization needs to actually leverage AI, modernizing pipelines, data governance, storage architecture, and analytics systems so you're genuinely AI-ready, not just AI-curious.
Book a 20-Minute CallWhat This Includes
- → Data pipeline design & modernization
- → Data governance & quality frameworks
- → AI readiness assessment & roadmapping
- → Analytics platform integration
- → Research & analytics consulting
Data Analysis
We cut through complexity to surface the insights that matter, answering your most important questions with clarity and precision.
Learn more →Performance Frameworks
Clear, meaningful metrics for evaluating programs and schools, so you can prove impact and make confident decisions.
Learn more →Data Visualization
Beautiful, accurate reports and dashboards that communicate results clearly to every stakeholder, from boards to classrooms.
Learn more →Every engagement is scoped and priced before a single hour of work begins.
Trusted by organizations that demand more from their data.
From manufacturers to charter school authorizers and education agencies, we deliver the research, analytics, and AI-ready infrastructure that drives real outcomes.
- Expert data infrastructure reform & AI implementation
- Rigorous research & analytics with clear communication
- Full-cycle support from scoping to delivery and beyond
- Co-founded by Joe Marr and William Sullivan
A no-fluff process. Transparent from day one.
Our proven 7-step process takes you from first call to final delivery, no surprises, no pressure.
Casual Phone Call
A no-pressure conversation to understand your project and goals.
Scope It Out
A clear outline of deliverables and an upfront investment estimate.
Plan & Align
We set deadlines, map the project, and get everyone on the same page.
Get It Done
We manage the project aggressively from start to finish.
The Big Reveal
Delivered your way, co-presenting or leading independently.
Short-Term Support
We've got your back for two weeks post-delivery, minimum.
What the work looks like when it is finished.
Two engagements, told plainly: what the client asked, what we built, and what changed.
All Case StudiesA mid-size manufacturer
A mid-size manufacturer went from Monday-morning spreadsheets to a governed warehouse and dashboards its own team now runs, on its own servers, delivered for one fixed price.
Read the case study →A university charter authorizer
A university charter authorizer gets growth and achievement analysis its board and its schools can read, from the data it already had.
Read the case study →Every engagement is scoped to your needs.
We'll find the right fit during your free consultation. Here's how we typically work together.
Project-Based
Defined deliverables, clear scope, fixed investment. Our core model, and the home of AI infrastructure builds.
- AI infrastructure design & implementation
- Data pipeline builds & modernization
- Scoped research & analytics projects
- Performance framework development
- Stakeholder presentation & delivery
Retainer
Ongoing analytics support and advisory for organizations that need a consistent, trusted partner across the year.
- Priority access to our team
- Regular reporting cycles
- Strategic data advisory
- AI readiness roadmapping
Advisory
Strategic guidance for organizations that need expert input without a long-term commitment.
- Structured advisory sessions
- Data strategy consultation
- AI implementation guidance
- Flexible scheduling
Answers to what clients
ask us first.
What types of organizations do you work with?
Manufacturers, charter school authorizers, intermediate school districts, and school districts across the United States. We are based in Michigan and work remotely with clients nationally.
What makes you different from a general data consulting firm?
We combine deep domain expertise in education policy and accountability with data science and AI infrastructure skills. Most clients come to us because we understand both the data and the context it sits in, so nobody has to spend the first month educating us.
What does an engagement cost?
It depends on scope, and you will know the number before any work begins. Our core model is project-based with defined deliverables and a fixed investment quoted upfront. We also offer retainers for organizations with recurring reporting cycles, and advisory arrangements for those who need expert input without a long-term commitment.
There are no vague retainers and no surprise invoices.
How long does a typical project take?
Most scoped projects run between four and twelve weeks, depending on the state of the underlying data and how many stakeholders need to weigh in. We set deadlines during the planning stage and hold to them.
Who actually does the work?
You work directly with the consultants doing the analysis, from scoping through delivery. There are no account managers in between.