Institutional leaders
Which AI investments fit your priorities, what they require from your teams, and how you'll know whether they're working.
Education & public sector
Secure AI integration and analytics for education and the public sector.
We help universities, colleges, and public agencies plan AI responsibly, connect the systems they already run, and put governed analytics and assistance in the hands of the staff who serve students, citizens, and the public.
Who this is for
Clear answers for each group involved in a decision.
Procurement staff
Clear scope, deliverables, and pricing for each piece of work, aligned with your purchasing process.
IT and security teams
Integration through supported interfaces, institutional sign-on, least-privilege access, and documentation your teams can review and maintain.
Operational staff
Tools designed around real workflows in case management, intake, finance, and service desks — with training and a place to send feedback.
Use cases
Where AI and analytics can help institutions.
These are illustrative use cases we can scope with you — not descriptions of deployed Terza products or existing customer solutions. Each is implemented only after your data owners, IT, and governance reviewers agree on the design.
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AI readiness and implementation planning
Inventory systems and data, identify priority use cases, and build a roadmap with owners, risks, and measures.
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Staff assistance and service workflows
Give advisors, case managers, and service staff consolidated, permission-aware information, and route inquiries to the right office.
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Early-warning analytics and intervention tracking
Combine agreed indicators to flag cases that may need attention — students, applicants, program participants, or accounts — then track interventions and outcomes. Staff decide what action to take.
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Application, intake, and case tracking
Track application status across systems, surface incomplete files, and draft routine communications for staff review.
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Financial forecasting and spend analysis
Forecast budgets and analyze spending patterns to support planning conversations.
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Governed knowledge assistants
Answer questions and point people to approved resources and documents, respecting each user's existing access rights and citing sources.
Illustrative dashboard
What decision support could look like.
A concept view of early-warning and intervention tracking for a service team — the same pattern applies to student success, program participants, applicants, or customer accounts. It is not a Terza product or a customer deployment, and the actual indicators, thresholds, and access rules would be defined with your institution.
Cases flagged for follow-up
142
of 3,800 synthetic records
Interventions logged
97
this quarter, by staff
Awaiting staff review
45
no automated action taken
Flags by primary indicator (synthetic, count of cases)
| Case | Indicator | Suggested next step | Status |
|---|---|---|---|
| Sample Case A | Missed deadlines | Staff outreach | Needs review |
| Sample Case B | Account hold | Refer to records office | Contacted |
| Sample Case C | Low engagement | Check-in message | Needs review |
Systems
Working with the systems you already run.
We integrate through each system's supported interfaces and your institution's approval process, whatever platforms you run.
Learning and training platforms
Course and training activity and content.
Records and case management
Student, constituent, or case records.
Finance and procurement
Budgets, purchasing, and spend data from institutional ERP systems.
CRM
Outreach, applications, and constituent relationships.
Identity
Single sign-on and role information from your institutional identity provider.
Institutional data
Data warehouses, reporting tools, and document repositories.
Illustrative architecture
A governed path from source systems to people.
A typical pattern, shown for discussion. Actual deployment — including hosting location, model providers, and which components are needed — depends on your institution's requirements and policies.
- People ConstituentsStaffCase managersAdministrators
- Institutional identity Single sign-onRoles and permissions
- Applications AssistantsDashboardsHuman review & approval
- Governance services Governed analyticsPermission-aware document retrievalApproved model accessPolicy checks
- Approved data connections Scoped, documented integrationsData-quality checks
- Source systems Learning platformsRecords systemsFinance & procurementCRMDocuments
Monitoring & audit
Spans every layer: usage, quality, access, and incidents.
Governance
Designed around your obligations and policies.
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Your policies come first
Institutions remain responsible for decisions under applicable privacy laws such as FERPA, state law, and their own data policies. We design systems to support those obligations and document how data is used, so your privacy and compliance staff can make informed determinations.
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People make the decisions
Analytics and assistants support staff judgment. Consequential decisions about people, services, or spending stay with authorized staff.
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Bias and appropriate-use review
We evaluate models and indicators across relevant population groups before release and review results with your stakeholders.
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Explainable outputs
Flags and recommendations show the indicators behind them, so staff can understand and question them.
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Data return and deletion
Agreed at the start of an engagement, along with retention periods and incident procedures.
Getting started
How institutions can work with us.
- Discuss scope. An initial conversation about goals, systems, timelines, and constraints.
- Confirm requirements. We document scope, dependencies, data-handling needs, and the review steps your institution requires.
- Agree deliverables and pricing. A written proposal through your institution's purchasing process.
- Onboard and implement. Kickoff with named owners on both sides, access set up through your approval process, and delivery against agreed acceptance checks.
- Support and improve. The ongoing support and training arrangement you choose.
Start with one conversation.
Tell us about the outcome your institution is working toward. We'll reply by email to arrange a first discussion.