Start small. Prove value. Expand with confidence.
Campus technology projects work best when the problem, data, ownership and success criteria are clear before the build expands. MTRX engagements use staged discovery and validation so institutions can make informed decisions about scope and investment.
Six phases, each with an exit criterion
No phase begins until the previous one has met its exit criterion.
Discovery
Stakeholder interviews, use-case definition, constraints and current-state review.
Exit: agreed problem statement and initial scope.Technical assessment
Data and model inventory, integration feasibility, security, privacy and architecture review.
Exit: documented dependencies, risks and proposed design.Pilot design
Bounded use case, roles, data, deliverables, timeline and success measures.
Exit: approved pilot plan and responsibilities.Pilot delivery
Build or configure the agreed scope, test and review with users.
Exit: acceptance review against agreed criteria.Deployment decision
Evaluate results, gaps, costs and operational readiness.
Exit: a go, revise or stop decision.Operate and improve
Support model, data updates, change control, monitoring and periodic review.
Exit: named owners and agreed service arrangements.
Institution responsibilities to define
- Provide an authorised project sponsor and operational and technical contacts.
- Identify data owners and confirm rights to use the relevant systems and datasets.
- Support access approvals and security review.
- Validate requirements, test outputs and provide timely feedback.
- Agree who maintains source data, models and operational workflows after deployment.
MTRX team responsibilities to define
- Document assumptions, dependencies, exclusions and acceptance criteria.
- Explain proposed architecture and integration constraints.
- Handle data and access according to the agreed security and privacy controls.
- Provide handover documentation and training only as scoped.
- Define support and change processes in the project agreement.
What to prepare for a first conversation
- A description of the problem and the decision you want to improve.
- The relevant teams and who would sponsor the work.
- A high-level list of existing systems or data.
- What a successful first phase would achieve.
Do not email passwords or API secrets.
Plan a pilot for your campus.
Tell us the use case and what a useful pilot would prove. We will help define a bounded scope.