Intelligent operations for the university
黑料不打烊 builds one model of your institution from the systems you already run, then plans, acts, and measures on it.
Colleges have to run more efficiently and adapt faster than their systems allow
Planning still runs on annual cycles and disconnected systems. Operating well takes a shared picture and a faster cycle.
- 1SeeEvery system and document in one model of the institution
- 2ActRoutine work runs automatically, and decisions stay with your staff
- 3MeasureResults tracked against goals, holdouts, and prior years
- 4ImproveForecasts and plans updated as results come in
Today, data sits in pieces, with no shared model and no fast way to act
The same student can appear in six systems, and much of the real work actually happens between them.
A unified model for driving outcomes that matter
黑料不打烊 models your entire institution so you can unify operations across systems.
The 黑料不打烊 platform
One model of the institution, with everything built on it
Your systems feed one ontology of the institution, memory adds what your people know, and applications, agents, and workflows run on top.
- 1Connect your systemsSIS, CRM, aid, ERP, HR, LMS, advancement, and the documents around them
- 2Model your core business objects and relationshipsStudents, courses, aid awards, invoices, and gifts, related the way the institution works
- 3Encode the business logicRich expressions and ML models on the objects that matter
- 4Define allowable transactions as governed actionsEvery change runs through an action, inside each person鈥檚 permissions
- 5Keep the informal knowledge as memoryPolicies, advisor notes, emails, and past decisions, tied to the objects they explain
- 6Deploy on topApplications, agents, and workflows for every domain
Every major operation of the university on one model
Enrollment
Explore Grow enrollment and net tuition, and recruit more efficiently
Class forecast against goal and marketStudent Lifecycle
Explore Improve retention and transform student services
Each student鈥檚 risk and next stepStudent Finance
Explore Price aid for lifetime value and run aid and bursar services
Aid priced on lifetime valueAcademic Operations
Explore Offer the courses students need, at lower cost
Course demand from degree progressInstitutional Finance
Explore Forecast cash and revenue, manage working capital and close faster
Daily cash and revenue forecastAdvancement
Explore Raise more and show donors what their gifts achieve
Restricted funds matched to studentsWorkforce & HR
Explore Staff to the real workload and run HR services efficiently
Staffing matched to workloadEvery domain runs on the same model of the institution
Each domain strengthens the others
The domains share one model, so what one learns informs the rest.
How we deploy
A defined path from first connection to measured results
ConnectYour systems, documents, and outside data
ValidateBacktested against your own history
DeployAgainst outcomes agreed with your team
ExpandTo the next domain, on the same model
Start with one domain, then expand on the same model
We scope the first domain with your team and agree on the outcomes to measure.
