AI Build Week #2 — Day 2 of 4
Today we are building a real-time Churn Radar dashboard using Stripe + Assist.
A few quick links to follow along:
Resources: https://drive.google.com/drive/folders/1iweVY317R8MRYqgOHw3v9Hn1zd6z8KhP?usp=drive_link
Q&A + Discussion: Drop questions in Q&A or chat. We will follow up live and in the Community thread:
https://community.retool.com/t/ai-build-week-day-2-from-payments-to-predictions/62829
Full week schedule + RSVP for remaining sessions
https://events.retool.com/aibuildweek2
00:00 Waiting Room
03:00 Welcome to AI Build Week Day 2
06:08 What is AI Build Week?
07:12 Voluntary churn and involuntary churn explained
09:37 What is the traditional way of building in Retool?
10:45 Retool's AI AppGen capabilities explained
14:35 The different ways you can build in Retool
16:55 What makes Retool different?
19:03 What is Enterprise AppGen?
21:09 Where to find demo resources
22:35 Demo: How to prompt a churn dashboard in Retool
24:25 How to connect Stripe data to Retool
28:36 How you can re-create this demo
31:00 How to customize your dashboard
31:55 Inside Retool's code tab
33:19 How to change the brand themes
34:00 How to add new columns in Retool
35:05 Version history in Retool
37:36 Prompting a table that shows customers with expiring credit cards
38:43 Creating a query that sends emails
39:54 Troubleshooting tables in Retool with prompts
41:34 Does Retool have visibility to the source code of the app?
42:48 Prompting best practices in Retool
43:25 A prompt to measure revenue impact
44:05 How do I know Retool won't run incorrect queries and mess up my data?
45:46 Does Assist work for building Workflows and Agents?
46:10 How are OpenAI and Anthropic keys managed in Retool?
48:22 How is LLM behavior monitored and guarded in terms of security?
48:45 Can Assist improve existing Retool apps? And what guardrails are in place?
50:10 Extra resources
