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AI-enabled data companion

aiDA

An AI-driven analytics companion that turns operational data into clear, actionable recommendations for busy teams.

Role
Product strategy, UX, visual design
Timeline
6 weeks · 2024
Key outcomes
Dashboard prototype, onboarding flow, insight delivery system
Get in touch View app roster
aiDA dashboard showing risk alerts, metrics, and recommended next steps

Media

Flow map illustrating aiDA's data ingestion and insight delivery stages
Insight delivery map across ingest, analyze, and automate.
Insight panel highlighting daily priorities and proactive alerts
Priority panel showing proactive alerts and actions.

What I did

  • Mapped the end-to-end experience from data ingest through recommended actions.
  • Designed a conversational insight pattern with guardrails for trust and clarity.
  • Created a modular dashboard system for alerts, trends, and next-best actions.
  • Partnered with engineering to validate AI summaries against live datasets.

Results

37%

Faster issue triage in usability sessions.

4×

Higher engagement with daily insight emails.

12

Automated playbooks shipped to pilot customers.

Ready to put AI to work?

Let’s explore how intelligent insights can lift operational decisions.

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