---
title: "AI & Evolving Command Palette Search"
canonical: "https://jshmllr.com/projects/prism-fm-contributions-prism-command"
---
# AI & Evolving Command Palette Search

Drove sustained user adoption across the platform

Fast-tracked from concept to 2025 roadmap via data-driven prototyping

Accelerated event discovery: transforming search UX through bottom-up innovation

Project Details

**My Role**

Product Design — Interaction Design, Prototyping, Technical Documentation

**Team **

Luke W, Lead SWE (Initial MVP)

Denis M, FE SWE

Ben B, PM

**Timeline & Status for Initial MVP**

- Q3 2023 Redesign Proposal
- Q4 2024 Approved for 2025 Roadmap
- Q1 2025 RoadmapScheduled Delivery for AI Command Palette Interface
**Overview**

This project explores how a lightweight internal MVP evolved into a strategic, AI-ready command palette experience embedded within Prism’s core navigation.

What started as an immediate client need evolved into a critical search capability that became foundational for navigating artist-related data across Prism’s platform. Building on this momentum, we reimagined the feature as a scalable, performant search layer for artist events and reporting data. The initial MVP developed by our lead engineer demonstrated strong user adoption and engagement.

**Jump to Event** was a command palette feature that empowered users to quickly locate event and reporting information. Its success validated the need for an extensible interface — one that could grow into a more intelligent, AI-assisted search experience.

Initial Success

## The Power of Bottom-Up Innovation

### When organic adoption speaks volumes

The initial MVP's success was evident with the: high time-to-activation, feature stickiness, and repeat sustained engagement signaling product-market fit.

User feedback:

> We want this to do more!

This organic growth signaled an opportunity to evolve the feature further.

### North star design principles

**01. Speed & Efficiency **

Fast, keyboard-driven access to event data

**02. Scalability **

Flexible enough to support AI command interpretation

**03. Framework Compatibility **

Designed for Angular while incorporating modern UI patterns

Process

## Understanding the Landscape

Initial research focused on best-in-class command palette implementations, particularly [@pacocoursey's CMDK component](https://t.co/b0IaBumQCT).

Component Architecture

### Designing for Scale

The redesigned component introduced:

- Structured data organization
- Enhanced routing capabilities
- Extensible architecture for AI query handling
![Flow](#)

Visual Evolution

## From Functional to Polished

- Refined typography and spacing
- Improved information hierarchy
- Clearer interaction states and feedback
LOOKING FORWARD

## Future Roadmap Integration

The prototype and technical documentation serve as foundation for:

- Inclusion in Prism's 2025 roadmap
- A planned AI powered command input system
- Alignment across engineering, product, & design
### PROJECT IMPACT & LEARNINGS

**Bottom-up Innovation **

MVPs can validate strategic opportunities when surfaced early

**Data-Driven Evolution **

Usage analytics directly shaped roadmap investment

**Technical Prototyping**

Fast design cycles accelerated both stakeholder buy-in and customer validation

**Cross-functional Alignment **

Early and ongoing stakeholder involvement and technical documentation were crucial for roadmap inclusion

- Canonical URL: [https://jshmllr.com/projects/prism-fm-contributions-prism-command](https://jshmllr.com/projects/prism-fm-contributions-prism-command)

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