Higher education institutions are drowning in compliance and administrative overhead. The systems that track this work — Watermark, Kuali, Banner — are repositories. They display data. Nobody acts on it fast enough. The cost is measured in faculty hours, missed deadlines, and compliance risk that can be existential.
Accreditation Compliance Documentation Agent
Regional and programmatic accreditation reviews consume 2,000–5,000 staff-hours per cycle. Evidence sits scattered across LMS, SIS, shared drives, and email — assembled manually under deadline pressure. Gaps discovered during the accreditor's review, not before, can trigger sanctions.
- Connects continuously to LMS, faculty systems, SIS, committee minutes, and program review repositories
- Maintains a live evidence map against each accreditation standard — updated as institutional records change
- Identifies compliance gaps the moment they form: missing assessment data, overdue program reviews, lapsed credentials
- Routes action items to responsible parties (department chairs, IR office) with plain-language instructions and deadlines
- Drafts narrative responses to accreditation criteria by synthesizing evidence into the accreditor's required format
- Maintains a living self-study document — always within 30 days of being submission-ready, not 18 months from panicking
Direct labor savings (60% reduction in prep hours) + existential risk mitigation for loss of accreditation
Research Grants Lifecycle Management Agent
PIs spend 15–30% of their time on grant administration instead of research. Sponsored programs offices are chronically understaffed relative to award volume. Compliance errors — a misallocated expense, a missed reporting deadline — can require returning funds to the sponsor.
- Ingests NIH / NSF / DOD award documents to extract reporting schedules, allowability rules, and sub-award terms
- Monitors the financial system daily for budget burn anomalies and spending against non-allowable categories
- Alerts PIs and SRO administrators 90 / 60 / 30 days before projected overruns or deadlines with specific remediation options
- Drafts progress reports by pulling data from research output systems and PI notes — in the sponsor's required format
- Monitors sub-awardee invoices against milestones; sends automated reminders for late deliverables
- Tracks effort commitments against payroll records; flags commitment shortfalls before they become audit findings
- Monitors NIH NOTs and NSF policy updates; flags affected active awards with a plain-language impact summary
PI research productivity recovered (15–30% of time) + compliance risk avoided at a major research university
Deploy an AI agent for Education in your organization
We scope, build, and deploy custom AI agent systems — from a working pilot to enterprise-wide deployment. No generic demos. Every engagement starts with your specific workflow.