Course planning
Pathway recommendations with prerequisite checks and graduation projections.
Course planning, transfer credit, and aid - with advisor audit trail.
Course planning, prerequisites, transfer credit, and financial aid advising - with full advisor audit trail and FERPA controls.
Pathway recommendations with prerequisite checks and graduation projections.
Transfer evaluation with citations to articulation agreements.
Aid-eligibility Q&A with citation lineage to policy and federal regulations.
Every solution comes with a calibrated eval suite, runbooks, and integration guides - so your team can take ownership from day one. Self-hosted, hybrid, or fully managed.
Align on data, integrations, and policy. Calibrate the eval golden set.
Wire integrations, configure tools, and stand up the runtime in your cloud.
Shadow on live traffic, ramp on evals, and ship to production with rollback.
Opposite - advisors get a calibrated dashboard with student progress, intervention prompts, and a full audit trail of every interaction.
In 60 minutes with a senior engineer, you walk away with the gaps mapped, the agent worth building first, a risk read on what your team has already shipped, and a reference architecture - at zero cost, no obligation.
Where the work breaks down today and which gap an agent should close first - calibrated to your business.
Where engineering and ops hours actually go - and where forward-deployed delivery takes you next.
An honest view of what your team has already vibe-coded and what it needs to survive production.
Reference architecture for your runtime, evals, RAG, and integrations - vendor-agnostic.
Reserve a 60-minute working session with a senior AI engineer and practice lead.