B-Brain
Hamza Akhtar

Kronfeld Assekuranz / BB-Demo – Onboarding

Callcompleted

Kronfeld Assekuranz logo Kronfeld Assekuranz · 2026-04-16 14:45

Week-two onboarding call. Portal connector is live, CRM and call recorder are in testing, email is next. Kronfeld's team is happy with the plan and asked about Snowflake compute use. Philipp owes a data quality review by end of week.

What was said

What this says

Current to 13 Oct 26

Week-two onboarding call. Portal connector is live, CRM and call recorder are in testing, email is next. Kronfeld's team is happy with the plan and asked about Snowflake compute use. Philipp owes a data quality review by end of week.

What happened: Hamza reported the portal connector live and pulling daily, with CRM and call recorder in initial tests and email due by end of week. The brain layer follows, usually two weeks once source data is clean.

Customer view: Stefanie Lange, Head of Broker Management, said the search and chat description was "exactly what we want". Philipp Schulz, Data Platform Lead, said the test environment looked good.

Watch: Philipp asked how much Snowflake compute the brain uses. Hamza said it should be modest and promised to monitor it together, so credit usage is an open worry that should be checked early.

Commercial: No price or renewal talk. The value case rests on the first demo, which Hamza said would come in a couple of weeks.

AI · claude-sonnet-5-5 · 13 Oct 2026

Themes

Current to 9 Oct 26
Theme
Onboarding connector progress
Importance
neutral
Sentiment
positive
Voice
champion

Who was there

BB-Demo

Them

Follow-up

Next steps

Current to 9 Oct 26
  • Philipp Schulz to flag data quality gaps in the first three connectors to Hamza Akhtar by end of the week.
  • Hamza Akhtar to bring the email connector live by end of the following week and then demo the brain.

Risks

Current to 9 Oct 26
  • Philipp raised Snowflake compute cost, and an unexpected rise in credit usage could sour the early experience.

Opportunities

Current to 9 Oct 26
  • A well-run demo of cross-system broker search could establish value with Stefanie's team early.

Transcript

  1. Hamza Akhtar
    Hamza Akhtar None
    Right, so we're just over a week into the build. Philipp, you've had a chance to look at the test environment we set up?
  2. Philipp Schulz
    Philipp Schulz None
    Yes, I've been in there. Looks good. We've got the portal data coming through, CRM is looking solid.
  3. Hamza Akhtar
    Hamza Akhtar None
    Brilliant. And the call recorder, any issues there?
  4. Philipp Schulz
    Philipp Schulz None
    No, that's clean. I can see the call metadata coming in fine.
  5. Hamza Akhtar
    Hamza Akhtar None
    Great. So here's where we are. Portal connector is live and pulling data daily. CRM and call recorder are going through our initial tests. Email is next, we'll have that in by end of week. Once all four are feeding data, we move to the brain layer.
  6. Philipp Schulz
    Philipp Schulz None
    How long does the brain layer take?
  7. Hamza Akhtar
    Hamza Akhtar None
    Usually two weeks once all the source data is clean and normalized. We build the relationships between systems so when Stefanie's team searches for a broker, they see submissions, complaints, calls, all linked together.
  8. Stefanie Lange
    Stefanie Lange None
    And what does that look like from our end?
  9. Hamza Akhtar
    Hamza Akhtar None
    You get a search box and a chat interface. Type a broker name, ask a question like 'Show me all complaints from March' and it pulls the records from all four systems and shows you a summary.
  10. Stefanie Lange
    Stefanie Lange None
    That's exactly what we want.
  11. Philipp Schulz
    Philipp Schulz None
    How much Snowflake compute does this use?
  12. Hamza Akhtar
    Hamza Akhtar None
    We're designed to be pretty efficient, queries run on your compute, we're not trying to warehouse everything. You'll see an uptick in your credit usage, but it should be modest. We can monitor it together and optimize if needed.
  13. Philipp Schulz
    Philipp Schulz None
    Okay, I'll keep an eye on that.
  14. Hamza Akhtar
    Hamza Akhtar None
    So here's my ask, can you review the data quality in the test environment for the first three connectors? Any obvious gaps or duplicates, flag them to me by end of the week. Then we can clean them up before moving to production.
  15. Philipp Schulz
    Philipp Schulz None
    Happy to. How should I flag issues?
  16. Hamza Akhtar
    Hamza Akhtar None
    Send me a note in Slack with the record IDs or a description. I'll pick them up and come back with a fix.
  17. Stefanie Lange
    Stefanie Lange None
    When do we get to see this working?
  18. Hamza Akhtar
    Hamza Akhtar None
    In a couple of weeks, once all the connectors are live and we've built the brain layer. We'll do a demo, show you a real search so you can see what your teams are going to be able to do.
  19. Stefanie Lange
    Stefanie Lange None
    Perfect.
  20. Hamza Akhtar
    Hamza Akhtar None
    Right. So the next milestone is data quality review by end of week, email connector live by end of next week, and we reconvene here next Tuesday at the usual time. Anything else?
  21. Philipp Schulz
    Philipp Schulz None
    No, I think we're good.
  22. Stefanie Lange
    Stefanie Lange None
    Looks like it. Thanks, Hamza.
  23. Hamza Akhtar
    Hamza Akhtar None
    Cheers, both. Catch you next week.

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