Case study · Fintech · sample content

A lending dashboard that answers in seconds, not spreadsheets.

Client
A lending platform (name under NDA)
Industry
Fintech
Services
SaaS engineering · AWS · UX/UI
Timeline
14 weeks to launch
Team
2 engineers · designer · tech lead
The analytics dashboard
Before6 hevery morning, stitching reports by hand
01 · The challenge

Every morning started with a spreadsheet.

Analysts exported data from three systems, cleaned it by hand and emailed reports before standup. Numbers disagreed between teams, and by noon they were already stale.

Approach1source of truth, streamed from the loan system
02 · What we built

One stream, every view.

We streamed loan events into a warehouse on AWS, modelled them once, and built a fast web app on top with role-based views for risk, collections and leadership. Weekly demos kept every decision visible.

AWSKinesisdbtReactPostgreSQL
AfterLivenumbers every team trusts, all day
03 · What changed

The morning export is gone.

Teams open the dashboard instead of their inbox. Leadership reviews the same numbers risk uses, and new reports take days instead of weeks.

What we delivered

Fourteen weeks,itemised

Every engagement ends with a plain account of what was built and what changed. This one printed like this.

50,000+users on the platform
0morning exports left

SanctumCloud · Delivery

Lending analytics · sample receipt
Discovery & architecture2 wks
Event stream into the warehouse3 wks
Web app · 4 role-based views6 wks
Load tests & security review2 wks
Launch, training & handover1 wk
Morning exports replaced100%
Total to launch14 weeks
Thank you for building with us
“They worked like part of our team. The day we switched off the morning export was the day everyone started trusting the numbers.”
Head of AnalyticsLending platform · sample quote
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