Agentic UI

Interfaces for multi-step AI actions — action logs, reversibility, and confidence signals.

Interfaces for AI that takes multi-step actions on the user's behalf. Transparency, consent, and reversibility are non-negotiable. The user stays in control.

Agentic task — plan & confirm

The agent shows its plan before executing. Users approve what will happen — not just the result. Never automate without consent.

Aria wants to search for properties

Here's what I'll do — approve to run, or edit any step.

1
Search 847 listings
2-bed · Dubai Marina · AED 1.5–2M
2
Apply quality filters
Verified listings, floor > 10
3
Analyse price-per-sqm trends
Comparing to 90-day market average
4
Prepare your shortlist report
Top 5 ranked by value score

Action log — AI transparency

Every AI action is logged with a timestamp and context. Users can audit and selectively undo steps — building trust through radical transparency.

AI Activity

4 actions · this session

Generated shortlist

5 properties · 3 pages

10:44

Ranked by value score

price/sqm × location factor

10:43

Applied quality filters

Removed 12 unverified listings

10:43

Searched 847 listings

2-bed Dubai Marina AED 1.5–2M

10:42

Reversible actions — undo AI

Destructive or hard-to-reverse AI actions require explicit confirmation. Design for mistakes — always provide an undo path.

Send offer to seller?

AI drafted an offer at AED 1.85M with 30-day completion. This will be sent to the listing agent.

Filters applied — 12 listings removed

Some AI actions can't be undone

Sent emails, submitted forms, and published listings are irreversible. Always require explicit user approval before crossing these boundaries.

Confidence signals — probabilistic UI

AI is probabilistic. The UI should be too. Show confidence levels on AI-generated data so users know when to trust, verify, or override.

Estimated value

AED 1.94M

Confidence

92%

Based on 47 comparable sales

Rental yield

5.8% per annum

Confidence

74%

Rental data sparse for this floor

Days to sell

18–35 days

Confidence

51%

High variance in this community