1. Invoice billing review. Automated 80% of what was a manual process by providing AI suggestions in an automated way. Saved 3 hours per day of managers time. Increased topline by 10%. Dev time: 1 day
2. Data dashboards. We use janky saas that does not have APIs. Automated a scraper to login, download the reports daily, parse and upload to a database, and build a dashboard. Used to take my associate 3 hours per week to do this in a crappy spreadsheet. Now I have it in a perfect database much more frequently. Dev time: 4 hours.
We are attacking little problems all across the business now.
Everything is still touched by human - AI is just giving suggestions to humans to speed them up. Can get them 80-90% there.
I think also you need to compare it to what was already there. No QA on the humans. Done off the side of their desk with no oversite, process, or checking. Huge amounts of manual errors.
The new solution just needs to be better than the old one, it doesn't need to be perfect.
(But I 100% agree that I wouldn't let AI live against customers. It is helping us build automations faster, and doing a "little" thinking on recommendation rules that would be very hard to implement without something highly structured, which would be frankly impossible in our environment.)
I guess Vibe coding cleanup firms and offensive security researchers are plotting to find bugs costing firms millions of dollars worth of bugs or one creating a dreadful data breach.
Two examples:
1. Invoice billing review. Automated 80% of what was a manual process by providing AI suggestions in an automated way. Saved 3 hours per day of managers time. Increased topline by 10%. Dev time: 1 day
2. Data dashboards. We use janky saas that does not have APIs. Automated a scraper to login, download the reports daily, parse and upload to a database, and build a dashboard. Used to take my associate 3 hours per week to do this in a crappy spreadsheet. Now I have it in a perfect database much more frequently. Dev time: 4 hours.
We are attacking little problems all across the business now.
A MIRACLE!!!!
Awesome! Fully tested? QA'd? No false positives etc?
I wouldn't want to hassle customers who have fully paid up accounts
Everything is still touched by human - AI is just giving suggestions to humans to speed them up. Can get them 80-90% there.
I think also you need to compare it to what was already there. No QA on the humans. Done off the side of their desk with no oversite, process, or checking. Huge amounts of manual errors.
The new solution just needs to be better than the old one, it doesn't need to be perfect.
(But I 100% agree that I wouldn't let AI live against customers. It is helping us build automations faster, and doing a "little" thinking on recommendation rules that would be very hard to implement without something highly structured, which would be frankly impossible in our environment.)
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Nobody told them?!?
I guess Vibe coding cleanup firms and offensive security researchers are plotting to find bugs costing firms millions of dollars worth of bugs or one creating a dreadful data breach.