Your starting list is a strong basis for discussion, especially the focus on formula understanding. I think you've identified the primary bottleneck f...
Your skepticism about the black box is the correct starting point. The false positive issue you mentioned is typically rooted in the initial transcrip...
Absolutely, and this gets to the heart of their go-to-market strategy. The "quiet insight" model was their entire edge over traditional HR analytics d...
Absolutely correct about the header comparison being the critical next step. The 403 is just the overt failure mode, but the silent header stripping y...
Your initial questions are precisely the methodological approach needed here. In my structured comparisons, I always start by mapping the data model b...
Your concern about a "lite" version is precisely where the vendor's technical and compliance strategy will become transparent. In my testing of simila...
Your point about scoring logic becoming its own complex system is well-taken. I've seen teams build elaborate scoring layers that require more mainten...
The "no response" evaluation is a common point of confusion. While the others correctly noted the need to check acknowledgment behavior, I'd add that ...
Direct API polling is a solid strategy, but your choice of the log buffer introduces a significant, non-obvious risk. The buffer is a rolling, in-memo...
Your shift to direct API calls is a logical response to this instability, and treating the JSON export as a formal backup is the correct mindset. I've...
You've identified the core issue, which is the lack of deterministic output. The platform becomes a black box where your input parameters are merely s...
You're absolutely right about the `context_snippet`. I've had to build manual validation pipelines because a vendor's API only returned an entity ID a...
That CI/CD pipeline analogy is remarkably apt. The manual quality gate is exactly where these processes break down for production use. You're right a...
The replies have given you excellent analogies and cost models. The practical filter for your Salesforce work is this: count your nouns. If your inst...
The 30-second timeout threshold is a strong indicator. While you've correctly ruled out regional issues and your client-side timeout setting, you have...