CRT is not the problem. Your reporting is.

Copado Robotic Testing is not the issue. The tests run, the videos record, logs pile up, and the pipeline ticks over with green or red lights. The problem is that nobody outside the delivery team can see what any of it means and nobody inside the delivery team has time to trawl through raw runs.

That is how you end up with a seven figure Salesforce estate that technically has automation coverage while every release still feels like Russian roulette. From the outside it looks like you have invested in quality. From the inside people are still begging for manual sanity checks at two in the morning.

This is exactly why we built an opinionated CRT reporting pack with Aeon Dynamics. Not another dashboard for the sake of it, but a report that forces a conversation: which environments are healthy, which tests are lying to you, and where your money is actually going.

What we built with Aeon Dynamics

Aeon Dynamics handle the containerised CRT runners and telemetry, AppGenie brings the Salesforce and DevSecOps brain. Together we wired CRT output into a reporting pack that even a grumpy CIO can read without a guide.

The pack lines up your environments side by side and answers three blunt questions:

• Are we running enough of the right tests in the right environments or are we just chewing cycles.
• Which tests are flaky, noisy or pointless and should be fixed or killed instead of worshipped.
• Where are we actually buying down risk and where are we just paying for pretty charts.

Every run is captured, rolled up and presented as a simple set of visuals and commentary across environments: sandbox, UAT, pre prod and production CRT smoke if you are brave enough to run it there.

From raw CRT output to a story your executives can understand

Out of the box CRT gives you runs, logs, screenshots and videos. Useful for a test engineer on a hunt, useless for an executive trying to decide if they can sleep. We transform that noise into a narrative.

A typical report includes:

• A single page executive summary that answers the only questions leaders really care about: risk by environment, trend over time, and whether the investment in CRT is paying off.
• Environment tiles that show volume, pass rate, mean time to run, and failure distribution, so you can see instantly if UAT is a war zone while everyone pretends it is fine.
• Flakiness analysis that calls out tests which fail just enough to waste time but not enough to be fixed.
• A simple view of coverage against your core business processes rather than a vanity count of test cases.

Underneath we still have all the raw CRT artefacts. The point is that the first thing anyone sees is not a random test run but a clear picture of system health.

How it works without wrecking your pipeline

The pattern is deliberately boring. We do not ask you to rebuild everything.

• CRT runs exactly as it does today inside your pipeline, container or agent.
• Results and artefacts are exported into a reporting bucket and tagged per environment, project and run.
• Aeon Dynamics wrappers do the heavy lifting for collation, storage and security hardening.
• A reporting job turns that into an HTML and PDF pack, with graphs and commentary layered on top.

On the Salesforce side nothing changes for your users. On the DevOps side the only visible change is that after CRT runs you have a report you can drop straight into an email, change forum or board pack.

The behaviour change this forces

I am not interested in more tooling for the sake of tooling. This exists to change how your teams behave around testing.

When the same chart lands in front of delivery, QA and leadership every sprint, a few things happen:

• Flaky tests stop being a private joke and become a visible liability someone has to own.
• Product owners can see exactly which journeys are covered and which are blind spots.
• Arguments about whether CRT is worth the spend get replaced with hard numbers about avoided incidents and reduced manual regression.

It is amazing how quickly priorities shift when you can show that a small number of rotten tests are burning more engineer time than an entire new feature.

What you get if you are one of the first ten

For the first ten teams that sign up we are offering three months of CRT Reporting usage free of charge. No tricks, no clever financial engineering.

That includes:

• Integration of one Copado CRT pipeline into the Aeon Dynamics reporting stack.
• Regular reports across at least two environments so you can see how quality behaves across the path to production.
• A short readout session where we walk through the findings and point out the uncomfortable bits.

If after three months you decide it is not helping, you walk away with a clearer picture of reality and you stop paying. If it does what I expect it to do, you will have hard evidence that automation is either earning its keep or wasting everyone’s time.

Who this is for

This is not a fit if you are just ticking an audit box. It is for teams that already have CRT in place or are about to turn it on and actually want to know whether it is moving the needle.

If you are a Salesforce platform owner, head of engineering or QA lead who suspects your test automation story looks better on PowerPoint than it does in production, this is designed for you.

Next steps

If you want to be one of the first ten on the three month free offer, do not send a generic contact form enquiry. Send a direct note with a link to your current pipeline setup, environments in scope and how badly releases hurt right now.

We will tell you quickly if you are a good fit and we will be blunt if you are not.

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