All updates
2026.05

Ask FINI anything about a student

The FINI assistant can now answer grounded questions about a student's record — holds, aid, standing — with a citation for every claim.

FINI, the platform assistant, gets a major upgrade. Ask a plain-language question about a student and get a grounded answer that links back to the exact record it came from.

Every claim carries a citation, and FINI declines to answer when the data isn't there — no invented numbers.

Security

Assistant honors row-level access

Platform

FINI runs every retrieval through the same authorization layer as the UI — it can never surface a record the user couldn't open themselves.

Performance

Faster first token

Platform

Streaming responses now begin roughly twice as fast on the first question of a session.

AI

Grounded answers with citations

Platform

FINI retrieves from the live record and cites its sources inline. When a fact isn't present, it says so instead of guessing.

One-line case summaries

Unified Contact Center

A summary chip at the top of every case distills the history so agents ramp instantly on transfer.

Suggested articles while you type

Knowledge Base

As an agent drafts a reply, relevant knowledge-base articles surface alongside for one-click insertion.

Before you upgrade

  • FINI grounded answers are on for Admin and Coordinator roles by default and can be governed per-role in FINI settings.

Known issues

  • Citations to archived records link to the record but not yet to the specific field.

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