Management dashboard. Streamlining daily routine.
Industry
Role
Year
I set out to build a financial management dashboard designed for professionals who oversee client accounts—such as operations teams at financial institutions or independent advisors.
Leverage our infrastructure to streamline workflows
Help teams work faster while delivering excellent client service
Audience
- Our users are finance and engineering pros who want:
- Clear visibility into client data
- The ability to take quick, effective actions
People were juggling multiple tools - Retool, NetX, Fullstory, and even manual coding to manage client accounts.
Even worse, our own Atomic API lacked key capabilities, forcing teams to rely on manual workarounds to fill in the gaps.
Research & Discovery
We started with feedback from early partners using our internal dashboard. To go deeper, we ran:
5 user interviews with external partners
Team sessions with our internal Ops group
Key insights:
Users constantly switch between tools to complete a single task
Many workflows are still manual, tracked in Excel
Low visibility into user actions makes troubleshooting slow and frustratings
Brainstorm & Feature Planning
We used the Opportunity Solution Tree method to map outcomes → obstacles → solutions. This helped us:
Define must-have features for the MVP
Prioritize by feasibility and impact
Structure the dashboard into clear, actionable sections
Collaboration with Engineering
Once we had a direction, I presented the vision to stakeholders and engineers. Some of the features users needed weren’t yet supported by our internal API.
To move forward, we:
Focused on high-impact, low-lift features first
Postponed complex capabilities (e.g., session replays)
Integrated external tools like Fullstory, Sentry, and Datadog as interim solutions
Added deferred features to the API team’s roadmap
We started testing internally to surface usability issues early. Then, we soft-launched to a group of existing users from the old dashboard.
Observed real-world usage
Collected feedback via Slack + analytics
Iterated quickly to improve clarity and performance
Critical alerts + priority tasks front and center
Persistent, high-contrast search bar for quick access by ID
Favorites in the sidebar for faster task switching
Navigation built for speed and repeat use
Unified view of all transactions across accounts and sub-accounts
Filters by type, status, date
Linked metadata (bank, asset, vendor) for faster investigation
Same-day transactions grouped to reduce noise
Optimized for fast search and filtering
Clear visual distinction between individuals vs. corporate entities
Highlights clients needing attention
Drill down to a specific client situation
End-to-end visibility into each client’s activity
Easy access to onboarding, compliance, and financial insights
Smooth transitions from summary → account → sleeve
Outcomes
Reduced tool overload
Consolidated workflows into a single dashboard
Decreased external tool usage by ~20%
Partner support inquiries dropped from 10/day to 6/day
Embrace the limitations
1 month for design → 2 months for development
Delivered a foundation that can scale with feedback + product evolution
Time to locate a problematic transaction dropped from ~8 mins → under 1 min
Better alignment between UI, data, and backend capabilities