Discovery should be a byproduct, not a phase
The environment is the source of truth. It should be the one doing the describing.
For decades, the first thing anyone does with an unfamiliar cloud environment is dig. Ask questions. Pull logs. Reconstruct, from a conversation, a picture of a system the customer already lives in every day. We’ve accepted this excavation as the natural first phase of any assessment, any consulting engagement, any “can you help us with our cloud.”
It isn’t natural. It’s a symptom.
Discovery is expensive because the environment can’t speak for itself. So a human has to translate it — slowly, serially, from memory and description rather than from data. Every new engagement starts the dig over. Every new expert re-learns the terrain. The cost isn’t in the fixing; it’s in the finding.
We think that’s backwards. The environment is the source of truth. It should be the one doing the describing.
Sherpa’s bet is simple: make discovery a byproduct of the system existing, not a phase someone has to run. A customer generates a report grounded in their real AWS environment — cost, security, operations, the whole cross-domain picture — and shares it. The expert opens it and starts solving. The archaeology is already done: from ground truth, continuously, at no extra cost.
“We need someone to come figure out our problem” becomes “here’s exactly what’s going on — help us fix it.”
Think about what that unlocks. The expert who no longer burns two days surveying gets two days back to solve. The new engineer who no longer reconstructs the environment from tribal knowledge starts contributing on day one. The leader who no longer waits on three people for an answer just asks. Every hour spent re-discovering what a system already knows about itself is an hour stolen from the work that actually matters — and we spend a staggering number of them.
That’s the world we’re building toward — where the most expensive phase of cloud work simply disappears, and the people with expertise spend all of it on the part that actually creates value. Not surveying. Solving.
Cloud Chaos → Clarity. Discovery is where it starts.
Produced: 2026-07-07
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