talk-data.com
Stop Ordering AI Takeout A Cookbook for Winning When You Build In House - Jan Siml
Description
Forget the multi-agent buffet—this is the home-cooked GenAI playbook that actually drives revenue.
In this 10-minute lightning talk, Jan Siml shares how a small, in-house team skipped the hype playbook—no multi-agent pipelines with GraphRAG, no monster eval suites—and still turned an internal GenAI assistant into real business impact.
🔑 What you’ll learn
-
Go Deep on One Job-to-Be-Done – depth crushes breadth when you own the data and the user.
-
Trace Every Click to Dollars – offline evals don’t sign contracts; revenue funnels do.
-
Push, Don’t Wait – zero-click Slack/email nudges outperform shiny chat UIs.
-
Convert Time-Saved into Time-Well-Spent – guide the next action, not just the answer.
-
Data & UX vs Bigger Models – integrations and better flow move the needle; fancy LLMs mostly move the bill.
If you’re ready to trade Michelin-priced SaaS features for pragmatic, in-house wins—and you like your lessons straight from the kitchen rather than the brochure—hit play. Your AI roadmap (and budget) will thank you.