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Side Effects:
An App That Shows the Pros & Cons of Tech.
In a technology ecosystem built for rapid adoption, Side Effects reshapes how people assess digital products and systems by surfacing both benefits and trade-offs. Through verified insights and real-world perspectives, it helps users understand risk and impact so technology adoption feels informed and intentional.
Scope: Financial Decision Framework, UX Research, Dashboard Design
Risk Visualization System, Behavioral Finance Mapping
Team: Self Initiated Case Study
Time: 3 Weeks
PROBLEM
PROCESS
USER INTERVIEW
KEY INSIGHTS
SOLUTION
IMPACT
RESULT
When a business sees its total balance, is it seeing reality or an illusion of liquidity?
PROCESS:
To ground the project in real behavior, we conducted focused group sessions using speculative scenario cards that exaggerated familiar technologies and future possibilities. These discussions surfaced moments of hesitation, discomfort, and acceptance, revealing how people often adopt products without fully understanding their consequences shaping how we framed transparency, risk, and decision-making in the platform.
DECISION THRESHOLD MAPPING:
Instead of mapping a traditional user journey, we mapped decision thresholds moments where users pause, hesitate, or opt out. This helped identify where perceived value no longer outweighed risk, and where trust began to break. These thresholds became key inputs for structuring how information should be presented in Side Effects.
DECISION THRESHOLD MAPPING:
RISK - TRUST MAPPING STRUCTURE:
We structured the perceptual map to surface how trust shifts as perceived risk increases, clustering technologies by reversibility, governance clarity, and personal impact. Rather than ranking right or wrong choices, the map highlights where uncertainty concentrates guiding where users need context, comparison, and safeguards before adoption.
KEY INSIGHTS:
I interviewed small business owners to understand how they make day-to-day spending decisions and mapped their decision journeys to identify moments of hesitation and uncertainty. This process revealed that the real gap was not missing data, but missing clarity around committed funds, which guided the development of a structured Safe-to-Spend decision layer.
Insight 1:
Users engage more when risk information feels calm and structured rather than alarming or fear-driven.
-The Calm User
Insight 2:
Users trust platforms more when real, verified user experiences are visible alongside expert validation.
-The Doubtful User
Insight 3:
Users want guidance that helps them decide confidently, not messaging that makes them feel scared or judged.
-The Confident User
Insight 4:
Users are willing to share data when the value exchange is transparent and clearly understood.
-The Aware User
OPPORTUNITY:
How might we help people evaluate technologies by making risks, trade-offs, and consequences visible before adoption becomes irreversible?
Solution:
A decision-support platform that helps people evaluate emerging technologies by making risks, trade-offs, and consequences visible alongside benefits. Designed to support informed judgment, it aggregates real-world outcomes, expert perspectives, and comparative signals allowing users to understand impact, assess alternatives, and adopt technology with clarity and control.
TECH COMMUNITY EXPERIENCE:
A simple and intuitive mobile platform that helps users explore insights, connect through conversations, and share knowledge within trusted tech communities.
RESULT:
Side Effects became a dynamic platform where users can discover the truth of tech—both benefits and side effects. Through real-time news, product dashboards, verified expert and user voices, and interactive community spaces, the platform transforms scattered information into an accessible, social, and trustworthy feed.
With traffic-light warnings, clear visuals, and alternative recommendations, Side Effects empowers users to see both sides of technology and make informed choices.
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