A revenue leak detection system, not another dashboard.
Money Leak turns ecommerce order data into prioritized operational cases, with estimated impact and recommended actions.
What Money Leak is
A revenue leak detection system that turns ecommerce order data into prioritized operational cases.
What the product shows
Dashboard overview
Prioritized case queue
Case details
Impact estimates
Recommended actions
Decision states
Exceptions and whitelist handling
Leak Analyst™ for follow-up questions
What it is not
Not another dashboard
Not a BI layer
Not generic analytics
Not a generic chatbot
Not a tool that leaves your team to interpret everything manually
Why it is different
Designed around operational action
Findings are case-based
Leak Analyst™ supports understanding
The workflow helps teams move from detection to review to decision
From detection to operational decision
How a finding moves through the system, from first signal to a reviewed decision.
- 1
Dashboard overview
Start with the operational view: total estimated loss, top leak types and open cases.
- 2
Prioritized case queue
Work through cases ordered by estimated impact, severity and review status.
- 3
Case detail
Open a case to see what was detected, the likely reason and the estimated financial impact.
- 4
Follow up with Leak Analyst™
Ask Leak Analyst™ grounded follow-up questions about affected orders, customers or rules — always read-only.
- 5
Decision and review
Mark the case as actionable, handled or ignored, and keep an operational record of the decision.
Leak Analyst™
An operational analysis capability that works alongside your team — scoped strictly to your detected cases and queue. Leak Analyst™ helps you understand findings, connect related cases, investigate the queue and prioritise what matters. It never produces the findings itself.
Explain why a case exists
Explain how a case was ranked
Explain estimated business impact
Identify patterns across findings
Summarise findings and case detail
Answer dashboard questions
Answer queue questions
Translate natural language into safe filters
Help prioritise investigations
How your team talks to Leak Analyst™
Natural questions grounded in your current queue — not a generic chatbot.
“What should I investigate first?”
“Show me my highest priority cases.”
“Do you see a pattern in today's queue?”
“Which leak types should I review first?”
“Why is this case important?”
“What would you investigate next?”
Deterministic detection first. Analyst explanation second. Human decision always.
A clear separation of responsibilities between the detection engine, Leak Analyst™ and your team.
Leak Detection Engine
Deterministic detection, scoring, ranking and business rules generate the case and its explainability data.
Leak Analyst™
Reads existing cases and explains them in context — no detection, no ranking changes, no writes.
Human decision
Your team reviews, prioritises and decides. Money Leak never acts on your behalf.
What Leak Analyst™ will never do
Leak Analyst™ is designed with strict, transparent boundaries.
Reads existing data only
Never edits data
Never edits rankings
Never edits business decisions
Never invents information
Never performs automated actions
Only suggests investigations
Human remains in control.