Challenge
Forty branches settled through different files, rules, and schedules every day. Discrepancies surfaced late, with no single view of where each number originated.
All projectsCASE 05 / 2021
CASE STUDY
Multi-branch treasury platform
One ledger, automated settlement, and a legible audit trail across forty branches.
−64%settlement time
01 / PartnerEnterprise partner — confidential
02 / SectorEnterprise treasury
03 / Engagement24 weeks
04 / Ravand roleStrategy, design, engineering, and release
Ravand response
We designed an event-led ledger recording every change with its source, time, and owner, then built settlement, approval, and reporting on that single model.
Outcome
Settlement time fell by 64 percent, discrepancies became traceable the same day, and audit reporting became a natural system output instead of manual work.
04 / The decision frame
The decision frame
Before building, we made explicit what had to be protected, simplified, and measured. This frame turned detail into defensible decisions.
Enterprise treasury24 weeks
Protect user trust and clarity
Every change had to make status, consequence, and the next step more legible while preserving user control in sensitive flows.
Move operational complexity behind one shared model
Exceptions were not removed; they were organized through one model of state, roles, and data so the product stayed simple without hiding reality.
Make impact observable from day one
Outcome measures, analytics events, and system-health signals were designed with the experience—not attached after release.
05 / Delivery ledger
Delivery ledger
Every output had to make the next decision easier. These four layers trace the work from understanding the constraint to a living, maintainable system.
ENGAGEMENT / 052021
Engagement24 weeks
Product strategyUX & interfaceProduct engineering
- 01Research, problem, and success-measure mapDelivered
- 02Flow, data, and role architectureDelivered
- 03Extensible interface and design systemDelivered
- 04Production system, observability, and documentationDelivered
Technology & infrastructurePOSTGRESLEDGERAUDITEVENTS
06 / System map
System map
Every decision starts with a real input, passes through an explainable core, and reaches a legible experience and measurable result.
01
Data, users, constraints02
Decision and rules core03
Experience layer04
Measurable outcomePOSTGRESLEDGERAUDITEVENTS
07 / How we built it
How we built it
The phases are separate on paper, but in practice they form one continuous learning and delivery loop.
01
Discover the problem
Observation, interviews, and data separated the binding constraint from its secondary symptoms.
02
Model the system
Flows, roles, data, and exceptions became one shared model before page design began.
03
Build & integrate
Interface, logic, and infrastructure progressed in releasable slices with weekly review.
04
Release & measure
Staged delivery, observability, and outcome measures were part of the product definition from day one.
08 / Principles that held the decisions together
Principles that held the decisions together
When details multiplied, three shared principles kept every product layer speaking one language and following one logic.
PRINCIPLE / 01
Clarity before density
More information entered the interface only when it supported a specific decision; every state had to be explainable at a glance.
PRINCIPLE / 02
One flow, not many hand-offs
Research, design, code, and operations moved as one accountable chain so meaning was not lost between teams or tools.
PRINCIPLE / 03
Every change leaves a signal
Release without measurement was not completion. Events, errors, and real user behavior determined the next iteration.
09 / How we knew it was working
How we knew it was working
Validation was not a final gate. Three evidence streams kept decisions connected to reality during the build and after release.
SIGNAL / 01
Clarity and task completion
Core journeys were observed through completion, hesitation, and recovery so user understanding replaced team assumptions.
SIGNAL / 02
System health and behavior
Response time, failures, and flow bottlenecks were measured in real conditions and fed directly into the next priorities.
SIGNAL / 03
Operational resilience and ownership
Events, failures, and response paths became visible so the team could operate the system confidently after handover.
Evidence threadResearch, product behavior, and operational data stayed connected through one shared account of the outcome.
10 / Measurable impact
Measurable impact
Success was not frozen at launch; real system and team behavior after release remained the basis for decisions.
−64%settlement time
04Integrated phases
01Accountable team
NEXT SIGNAL / OPEN
The next problem can take root in one clear conversation.
If your problem sits between product, engineering, and growth, let us define it precisely together.