Signal-led dashboard architecture
We structured the product around the information traders want surfaced first: price, status, confidence, and trend context.
[ Back to work ]
SaaS Platform
PROGNORIA
A finance-facing dashboard concept that turns complex market signals into a cleaner decision environment.
Project meta
IndustryFinance / market intelligence
LocationGlobal product use case
Timeline5 weeks
Services deliveredProduct strategy, dashboard UX, frontend system design, platform build
ReactTypeScriptNode.jsPostgreSQL
[ Client Context ]
Why this project mattered now.
PROGNORIA needed to present dense market information without collapsing into dashboard chaos.
The audience expects speed, precision, and signal prioritization rather than decorative charts.
This mattered because finance tools lose trust fast when information feels cluttered or hard to act on.
[ Problem ]
What was not working before.
- Important market signals can get buried when everything is visually loud.
- Users waste time switching between views to understand ticker status, prediction context, and supporting indicators.
- A weak information hierarchy can turn powerful data into slow decision-making.
[ Goals ]
What success needed to mean.
- Make complex financial data easier to scan and act on.
- Unify charts, watchlists, and predictive views into one coherent experience.
- Reduce cognitive overhead for repeat product users.
- Create a strong SaaS interface foundation for future expansion.
[ Solution ]
What we built.
The solution had to be practical, usable, and aligned with the real business pressure behind the project.
Modular market widgets
The interface supports charting, watchlists, predictors, and market summaries without making any single panel feel accidental.
Dark, high-focus UI system
The visual language was tuned for dense information work, using contrast and spacing to reduce fatigue.
[ Execution Process ]
How the work moved.
A stronger outcome comes from a stronger process, not from improvising the whole thing in code.
Discovery
Defined the decision moments that matter most in active market monitoring.
UX / flow design
Prioritized widget relationships and glanceability across the main dashboard.
Build
Implemented a structured product shell designed for data-heavy SaaS workflows.
Testing
Reviewed panel hierarchy, readability, and dashboard rhythm under dense content.
Launch
Delivered a cleaner foundation for a finance-oriented analytics product.
Iteration
Prepared the system for deeper forecasting, alerts, and user-specific views.
[ Results ]
What changed after.
Where exact numbers were not available or public, the case study uses directional outcomes grounded in the product and business context.
BeforeHigh cognitive load
AfterMore scannable
The interface makes core signals easier to locate and compare.
BeforeLoose modules
AfterIntegrated system
Widgets now feel like part of one product logic.
BeforeConcept-heavy
AfterPlatform-ready
The product now has a clearer base for future SaaS expansion.
[ Key Decisions ]
What we chose on purpose.
Prioritized information hierarchy over visual excess
Finance interfaces win when signal outranks spectacle.
Made predictive insight visible but not dominant
Forecasting needed context from charts and supporting indicators, not isolated hype.
Deferred advanced role-based tooling
Phase one focused on the core analyst experience before permission complexity.
[ Next ]
What we would improve next.
- Add alerting, saved views, and personalized watchlists.
- Expand predictive explainability for user trust.
- Introduce collaboration and reporting workflows for team use cases.
[ CTA ]
Building a dashboard that has to think clearly under pressure?
We design SaaS interfaces that make dense systems easier to use without flattening their power.
[ Next Steps ]
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