Fintech · Financial inclusion · 2025
Medad
Inclusive banking concept
A banking-app concept that turns spending data into clear guidance for the people banks overlook.
- Role
- AI & dashboard developer
- Status
- Concept
- Year
- 2025
- Code
- No public code
In brief
01The problem
Underserved groups rarely get financial guidance that fits their situation.
02What was built
Dashboard and recommendation designs that turn analytics into insight instead of raw numbers.
03My role
I helped design the insights and dashboard concepts, and tied the product goals to what users need.
04Outcome
A product concept with dashboard designs. No published prototype.
How it works
01Input
Spending data
02Processing
AI analytics
03Intelligence
Personalised insight
04Output
Inclusive guidance
Decisions that shaped it
Inclusion first
Designed around the users who are usually an afterthought in banking products — the people who need guidance the most.
Insight over raw data
Analytics are turned into clear, personalised recommendations instead of numbers people have to decode.
The honest part
Not claimed
No working app, users or financial outcomes are claimed.
Limits today
- No public prototype or code.
- Recommendations have not been validated with real users or real financial data.
- Regulatory and data-protection requirements have not been worked through.
If it continued
- Prototype the guidance flow with synthetic transactions
- Test wording and trust with target users
- Review against banking regulations before any real data is used
What you can verify
A product concept with dashboard designs. No public prototype is available.
- Private project evidenceNo public repository or demo is available, so nothing is linked.
Stack
Power BI · Data visualisation · AI analytics
Dashboards and analytics were designed as concepts; no implementation is published.
The full recordContext, constraints and engineering notes, as written.
Context
A 2025 product concept exploring financial inclusion through AI-driven guidance.
The problem
Underserved communities face barriers to financial services and rarely get guidance that fits their situation.
What was built
A banking app concept that uses AI-driven insights, dashboards and personalised recommendations to make financial guidance approachable.
Outcome
Dashboard and recommendation concepts for an inclusive banking experience. There is no public prototype, and no users, adoption or financial outcomes are claimed.
Constraints
- Designed for people with limited financial literacy
- Guidance must stay understandable — insight, not raw numbers
- Concept stage: no live banking data
Responsibilities
- Contributed to the design of AI-driven insights
- Built dashboard concepts for decision visibility
- Supported the data visualisation and recommendation logic
- Connected product goals with the needs of inclusive users
Engineering notes
- AI analytics to find patterns in spending behaviour
- Power BI dashboards for decision visibility
- Visualisations designed for low financial literacy
- Platform architecture planned to scale