Q: Questions on T3 : Part 2/2
6.Storage/Security: snapshot size/retention in T3? Snaps enc in transit/at rest? Purged on client exit? Is 1M records across account & only for active CSV?
7.with BYOK, Can you add voice to query instead of chat ?
8.Video said “∞ canvas,” but AS deal = 50. Is limit count, templates, or features? For multi clients, does 50=50 use cases/clients? Any scale path? Any limit on prebuilt templates if >50?
9.Conduit vs Scoop: Conduit (https://www.getconduit.app/product-tour/) = ETL+warehouse infra w/ Docker connectors. Scoop seems to skip ETL → ML+dashboards.
a.How does Scoop handle data prep/transformation vs Conduit?
b.When you say “AI builds ML models automatically,” are those deterministic (same input→same output) or variable?
Brad_ScoopAnalytics
Oct 20, 2025A: 6) Yes - it is encrypted at rest, and purged when you delete. It should actually be 2MM records, need to get them to update the page.
7) We don't have that as part of our UI. However, if you do connect to slack, you can use voice to slack to talk to Scoop.
8) Don't worry about the number of canvases. We are really mostly concerned with data volume. We may need to change that.
9) We actually have very powerful data preparation (don't like the word ETL), using spreadsheets. We stream data through an in-memory spreadsheet giving you vastly more power than even with SQL to blend and transform your data. See our documentation. This goes very far beyond Conduit. We also support write-back, and creation of pixel-perfect slides. Our charting/styling/visualization is vastly superior. There's a long list.
https://docs.scoopanalytics.com/docs/adding-calculated-columns
For ML models, largely yes. The core models we use, decisiontrees and rules networks, are inherently explainable (i.e. we can use AI to summarize and explain key findings). They use deterministic things like information gain. How it is summarized can vary, but the same model will be built with the same data.
Thanks. Q follow-ups:
1. Process Studio (T3) – Is it incl.? If snapshot storage counts within 2M rows, fine, just confirm.
2. Branding – In client CRM/DB connects, OAuth shows Scoop branding. Can this be white-labeled (no Scoop refs in auth/exports)?
3. Workspaces – Open to unlimited workspaces within 2M rows, & if breached, allow LTD/usage-based top-ups instead of monthly? If yes, cost pls.
Verified purchaser
We can consider adding it (it isn't right now, just advanced feature). Note that it will only work if you have multiple snapshots. It analyzes the changes between snapshots so you need to let the snapshotting happen and let changes happen. No changes means no results.
As for CRM/DB, the assumption is that the Scoop account owner would be doing that, but then they can share Canvases with clients
If I’m T3 account owner with unlimited users and serving multiple clients:
- I can’t take client CRM/DB credentials.
- Can I send them a secure connect link so they connect directly?
- In that flow, will they see Scoop branding, or can it be white-labeled?
Also, Process Studio – snapshotting for cycle time & process flow analysis (like aging) is what I need. Can you please add Pro. Studio
Verified purchaser
And yes, don't worry about the number of workspaces. Just the aggregate row count.
On Process Studio — can you share a quick demo of snapshot setup? I saw your video with charts but not the actual snapshotting steps.
Verified purchaser
When you add an API data source, you will have the option of selecting transactional (just what you'd expect, just accumulates records) and snapshot. IT's just a click and it will snapshot daily. Make sure you have a unique key in your dataset so data can be compared across snapshots. This is all in the documentation.
Ok thanks . Can you enable the process studio for T3 please . I need this snapshotting for cycle time & process flow analysis aging etc
Also If I’m T3 account owner with unlimited users and serving multiple clients:
- I can’t take client CRM/DB credentials.
- Can I send them a secure connect link so they connect directly?
- In that flow, will they see Scoop branding, or can it be white-labeled?
Can you clarify my earlier whereby : if process studio will be included in T3 ? And the secure connect using our own brand ?