---
title: "Slate AI: Designing a Smarter Counselor Dashboard"
slug: "slate-ai-designing-a-smarter-counselor-dashboard"
updated: 2026-04-07T17:52:54Z
published: 2026-04-07T17:52:54Z
---

> ## Documentation Index
> Fetch the complete documentation index at: https://knowledge.technolutions.net/llms.txt
> Use this file to discover all available pages before exploring further.

# Slate AI: Designing a Smarter Counselor Dashboard

*This article is part of our Slate AI series, each focused on a single, high-impact prompt, why it works, how to take it further, and how to make AI a partner in your process.*

## The prompt

> [!NOTE]
> “What should I include in a dashboard for counselors to help them stay focused on what matters?”

This prompt might seem technical at first, a request about layout or data, but it’s actually a deeper question about decision-making, time, and clarity.

- **It’s role-based**: this isn’t a generic dashboard, it’s for counselors.
- **It’s impact-driven**: “stay focused on what matters” puts outcomes above outputs.
- **It’s insight-oriented**: the goal isn’t to show everything, it’s to show the right things.

## Why it works

This is a great example of using Slate AI to improve what users *see* and how they *work*.

Here’s why the prompt lands:

- **Clear Focus**: It narrows to a specific user persona: counselors. That allows the AI to tailor recommendations for outreach, tracking, and daily priorities.
- **Strategic Framing**: Rather than asking “What should be on a dashboard?”, you’re asking what helps counselors focus. That’s a better bar.
- **Purposeful Language**: Phrases like “stay focused on what matters” invite prioritization. This is a prompt about judgment, not just layout.

## What Slate AI might say

The response might look like this:

- “A counselor dashboard should include:
- Upcoming events tied to their territory or caseload
- Applications in review, incomplete, or nearing deadlines
- Key engagement metrics: unread messages, portal activity, last touchpoint
- Reminders or flags for students at risk of melt
- A personalized to-do list based on rules and populations
- Travel history and upcoming travel plans (if applicable)”

It may also suggest grouping content into collapsible cards, color-coding urgency, or making metrics interactive.

## The power of a follow-up

Turn insight into structure with a second prompt:

> [!NOTE]
> “Can you organize those recommendations into sections and layout ideas for a Slate dashboard?”

From there, Slate AI might return:

- A **top tile row**: high-level stats (e.g., # of admits, unread messages)
- A **middle section**: filtered lists (e.g., students missing documents)
- A **bottom row**: counselor resources, quick links, and reminders

You’re now designing with intention, and your dashboard becomes a tool, not just a display.

## Try reframing it

You can take the same concept and look through a different lens:

| **“...for first-year counselors during yield”** | Prioritizes post-admit actions |
| --- | --- |
| **“...with indicators that help prevent melt”** | Adds predictive metrics |
| **“...for daily use on mobile”** | Forces simpler, more visual layout |
| **“...that surfaces blind spots or overlooked students”** | Turns it into a safety net, not just a snapshot |

Each shift invites the AI to answer from a new strategic angle.

## Prompt template

> [!NOTE]
> “What should I include in a dashboard for [user] to help them [goal]?”

Some options to try:

| Communications staff | monitor campaign performance |
| --- | --- |
| Directors | track funnel health and team performance |
| Student success coaches | identify students at risk |
| Application reviewers | streamline decision-making |

## Your turn

Here are a few follow-up prompts you can try:

- *“What indicators would help counselors know which students to prioritize today?”*
- *“Suggest dashboard content that helps new staff understand their caseload quickly.”*

The best dashboards display data and guide you toward actionable steps. Use Slate AI to help you build one that works *with* your team, not just *for* them.