Higher Education
AI and Technology Consulting for Higher Education
NX:IQ helps colleges and universities apply AI, automate administrative and academic workflows, modernize ERP and SIS environments, and integrate the systems staff use every day — with governance and human oversight built in.
Operational problems
Where the work piles up.
Document-heavy student processes
Transcripts, forms, aid documentation and appeals arrive by email and portal, then get read, re-keyed and tracked by hand.
Disconnected core systems
SIS, ERP, LMS, CRM and reporting each hold part of the truth, and spreadsheets fill the gaps between them.
Modernization pressure
Aging customizations and SaaS migration timelines collide with staff capacity and academic calendars.
Assessment workload
Grading and feedback consume instructor time that would be better spent teaching and advising.
Unclear AI policy
Faculty and staff are already using AI. Institutions need governance that is usable rather than prohibitive.
Limited development capacity
Internal teams keep the lights on; there is rarely bandwidth to build the tools that would reduce the load.
How it fits
We connect to the systems you already run.
Nothing here requires replacing your platform. NX:IQ reads the work coming in, applies your rules and writes results back to your systems of record.
- Student email
- Forms & transcripts
- Portal submissions
- Shared drives
- SIS
- ERP / Finance
- LMS
- Institutional reporting
Integration approach depends on the interfaces your environment exposes. We confirm feasibility during discovery rather than claiming certified partnerships.
Products
What we would put to work.
NX:IQ Grade
AI-assisted grading and feedback against instructor-defined rubrics, with instructors approving every decision.
Learn moreNX:IQ Docs
Transcripts, forms and correspondence classified, extracted, validated and routed automatically.
Learn moreNX:IQ Flow
Approvals, intake and administrative processes orchestrated across SIS, ERP and email.
Learn moreNX:IQ Insights
Institutional reporting and natural-language exploration of data you already collect.
Learn moreExample use cases
Work we would take on.
- Automating financial aid and registrar document intake with validation and exception queues
- Triaging student email and service requests, with routing and drafted responses staff approve
- Rubric-based grading assistance for large-enrollment courses
- Integrating SIS, ERP, LMS and CRM so records stay consistent without manual reconciliation
- Readiness assessment and phased planning for Banner SaaS migration
- Establishing an AI use policy with review checkpoints for academic and administrative use
Expected outcomes
- Less manual data entry across student and back-office processes
- Faster response and turnaround times for students and staff
- Consistent, documented decisions with an auditable trail
- A modernization sequence institutions can actually staff
- Clear governance that lets faculty and staff use AI with confidence
Outcomes describe the intent of each engagement. We define the measurement with you before build and report against it after launch.
Supporting services
Consulting that leads to a system.
Coverage
What our higher education practice covers.
Strategy, governance and modernization planning, followed by the systems that make the plan real.
AI strategy for colleges and universities
Opportunity identification across academic and administrative operations, sequencing by feasibility and impact, and a roadmap leadership can fund and defend.
AI governance and responsible use
Usage policy, review checkpoints, data handling, accessibility considerations and documented human oversight for academic and student-facing use.
Workflow automation
Admissions and registrar processes, financial aid document handling, procurement, HR onboarding, forms, approvals and status communication.
ERP and SIS modernization
Assessment of current-state processes, integration architecture, phased migration planning and delivery support that keeps operations running.
Ellucian and Banner environments
Integration, process redesign and modernization planning in Banner and adjacent systems, based on the interfaces your institution exposes.
Cloud and SaaS modernization
Readiness review, data and interface inventory, and a migration sequence that reduces custom code before it moves.
Systems integration
APIs and event flows between SIS, ERP, LMS, CRM, identity and reporting so data stops moving by spreadsheet.
Academic administration and student services
Triage of inbound requests, advising support, course and section administration, and self-service that reduces queue volume.
AI-assisted grading
Rubric-based evaluation, explainable recommendations and draft feedback, with instructors approving every result.
Document processing
Transcripts, forms, invoices and correspondence turned into structured, validated data with exception handling.
Data and analytics
Institutional reporting, program-level insight, retention signals and natural-language exploration of existing data.
FAQ
Common questions from institutions.
- What does AI consulting for higher education involve?
- It generally starts with identifying where administrative and academic work is repetitive, document-heavy or spread across disconnected systems, then defining governance, data access and a prioritized roadmap. Implementation follows: workflow automation, integrations and AI-enabled applications with human review built in.
- Do you work in Ellucian Banner environments?
- Yes. Our team has experience with Banner and other student information and ERP environments, including integration work, process redesign and planning for SaaS migration. We confirm the specific interfaces and constraints of your environment during discovery.
- How do you keep AI-assisted grading responsible?
- NX:IQ Grade evaluates work against instructor-defined rubrics, shows its rationale and produces draft feedback. Instructors review and approve every final grading decision.
- Can institutions adopt AI without replacing core systems?
- In most cases, yes. Automation and AI can sit alongside the SIS and ERP, reading incoming work and writing validated results back, which lets institutions modernize incrementally rather than through a single large cutover.
Related reading
- AI governance frameworks for academic and administrative use
- Banner SaaS migration readiness
- Human-in-the-loop AI grading
What process should your team never have to do manually again?
Show us the workflow. We'll help determine whether AI and automation can improve it.