Alpheya · AI Nudges · Concept Testing

AI Nudges — Prototype Showcase

The investor-facing nudge prototypes for product review, built in priority order from the research card-sort. Each opens as a clean walkthrough: user flow → interactive prototype → habit building. We approve the flow on each before moving to the next.

Research → Designwhat shaped these prototypes
SignalWhat the research foundHow it shaped the designFlows
2.72 / 3 Factual “Alert” nudges score highest on trustTied to a verifiable event, they bypass the AI credibility gap — trust holds even with no prior AI relationship. We led with factual, event-driven alerts (drawdown, maturities) and built them first.
123
4.6 → 3.3 Trust collapses on model-derived judgmentsA bond-maturity alert scored 4.6/5 trust; a risk-mismatch judgment only 3.3/5 — the same content is trusted as a fact, distrusted as an opinion. Risk & drift nudges lead with a gauge and hand the decision to an advisor — the app never poses as the expert.
56
−2 pts A cold AI disclaimer erodes trust“AI-generated, may be inaccurate” dropped trust 5 → 3. We removed the cold disclaimer; “Why you're seeing this” credits our AI working on your own data, with the disclaimer kept only on educational content.
All
+Act Impact statements are the strongest action leverA one-line consequence of inaction drives engagement more than any other change. Every card carries a one-line impact line — “lock in −AED 162k”, “≈ AED 1,000/yr foregone”.
All
100% A visual is required on every cardNumbers alone don't land; gauges, countdowns and zones do. Each nudge leads with a visual: sparkline, countdown, idle-tracker, inflation bars, or a risk gauge.
All
4–8 wks Reinvestment timing has a sweet spotMaturity guidance lands best 4–8 weeks out, with a final reminder near the date. Maturity nudges fire before maturity with a countdown + daily idle-cash framing.
23
36% Market alerts are the #1 demanded featureTop digital-feature ask in the survey — validates leading with the Alert type. Alerts are the Wave-1 launch set; only time-critical types earn a push.
123
Off by default Sophisticated investors switch generic education offIt's only useful pinned to a live event or a new-topic onboarding signal. Educational nudges are off by default, in-app only, and pinned to a live event — plus an opt-in “Learn” sheet on alerts.
4All
2–5 / wk Beyond ~5 nudges a week, uninstalls spikeNotification fatigue is the top disengagement risk. A global 2–5/week cap (shown in Settings), respectful snooze/dismiss, and auto-expiry so nothing nags.
All
Tier 3 Securities-specific guidance needs a licensed advisorWithout an SCA Cat-5 licence, the app can't advise on securities. Risk/drift route to the RM; a no-RM client down-converts to an advisor booking + education — never silent.
56
Must havecard-sort ≥ 2.75 / 3
13.00
Portfolio Drawdown Alert
Reassures instead of triggering a panic sell when markets dip. The highest-trust, highest-scoring nudge.
AlertTier 1●
23.00
FD Past Maturity / Funds Idle
A before-maturity countdown so a fixed deposit renews on time and cash never sits idle. Carries a real "Renew".
AlertTier 1●
32.75
Structured Deposit Past Maturity
Catches a structured deposit the day it matures so the proceeds don't sit idle — with own-product reinvestment options.
AlertTier 1●
42.75
Cash Sitting Idle / Inflation Drag
Shows what idle cash is quietly losing to inflation and bridges to a higher-yield own product. Educational, in-app, disclaimer-gated.
EducationalTier 2●
52.75
Risk Profile Mismatch Review
Gauge-led: flags when volatility exceeds the stated profile and routes the securities decision to an advisor — with a no-RM fallback.
ActionableTier 3 · RM●
62.75
Allocation Drift Review
Gauge-led view of how far allocation has drifted from target, with an advisor hand-off and a no-RM path.
ActionableTier 2→3●
Nice to havecard-sort 2.60–2.67 · the nudge types not already covered by a must-have
72.67
Idle Cash Review — with Advisor
The idle-cash signal routed to the RM to review where it could work harder — inflation cost + advisor hand-off, with a no-RM fallback.
ActionableTier 3 · RM●
82.60
Bond / Sukuk Maturity
Maturity countdown for a bond or sukuk, with reinvestment routed to the advisor (securities = Tier 3).
AlertTier 3 · RM●
9New
IPO / New Issue Alert
Flags a new IPO or sukuk issue matching the client's holdings/profile — prospectus summary + advisor hand-off (securities = Tier 3). Event-driven, not maturity.
EventTier 3 · RM●