Stop proving the network is innocent.
When a transaction fails, half the fight is proving it wasn’t the network, before anyone can fix what it actually was. Here is how a Fortune 100 manufacturer got one shared view, and ended the finger-pointing.
transaction failure rate
application response
false network escalations
Story highlights
- The app was the culprit. Waterfall analysis pinpointed application-layer degradation and cleared the network and server tiers.
- Failures cut to a fraction. The 2-4% peak-hour failure rate fell to 0.5%, and app response improved 35-50%.
- The blame game ended. 60% of false network escalations were eliminated once everyone shared one end-to-end view.
The situation
A Fortune 100 line that ran on transactions it could not trace.
The manufacturer’s transaction application faltered at peak hours, with failures and response spikes, and no shared end-to-end view. Every incident began with an argument about whose layer was at fault. They set out to see the full journey.
The problem
Half the effort went to proving innocence.
Before anyone fixed the fault, the teams spent the day proving it was not theirs. Three things drove it.
Peak-hour failures
2-4% of transactions failed during peak hours.
Response spiked
Intermittent spikes of 3 to 6 seconds hit users.
No shared view
50% of troubleshooting time went to proving the network was not the issue.
What OnStak did
One view of the whole journey, one source of truth.
OnStak monitored the full user journey and let waterfall analysis settle where the degradation actually was.
Monitored the full journey
Synthetic transaction monitoring across the entire user path.
Pinpointed the app layer
Waterfall analysis found application-layer degradation.
Cleared network and server
The same analysis ruled out the network and server tiers.
Restored a consistent experience
Users saw steady performance again.
What changed
From arguing over the layer to seeing the answer.
Every incident started with a blame game.
- 2-4% of transactions failed at peak hours.
- Response spiked 3 to 6 seconds.
- Half of troubleshooting went to proving the network innocent.
Now one view settles it.
- Transaction failure rate 2-4% to 0.5%.
- Application response improved 35-50%.
- False network escalations down 60%.
The outcome
Anonymized manufacturer · Fortune 100Failures down, arguments over.
The idea that holds it together
The fastest fix is one nobody has to argue for.
“Shared visibility turns ‘not my layer’ into a single answer everyone can see.”
Awais Janjua / Chief Technology Officer, OnStak