AI Software Integration

[WelcomeSAC]

Hi everyone! Firstly, please forgive any inaccuracies in this, I am no expert!

I am currently looking into AI software and how we can integrate this into our systems to improve and/or automate many of our system processes.

I would be interested to hear what other people have found to be useful, or equally, not useful? Specifically, I would be looking at integrating to Dynamics 365 CRM to automate workflows which are currently being manually completed.

I have also been having a look at ChatGPT 4.0 and have so far been impressed. I am looking into the possibility of building my own GPT, has anyone done this so far and found it helpful? What are some limitations you have experienced with this?

Any and all feedback welcome, thank you!

 

[Ozzy]

I am currently looking into AI software and how we can integrate this into our systems to improve and/or automate many of our system processes.

My first comment would be to disregard the phrase 'AI' and focus on the workflow aspect of what you are trying to achieve. Document it out in flow charts and decision trees, because that isn't really AI but is just that - a workflow. Then once you have documented the workflow and all the decisions that could surface through that workflow, and the outcomes, you will then be better placed to build the systems around that.
We use Jira internally within my business for workflows. No AI involved and simply decision trees, which edge cases along the way where something may fall out the workflow a human picks it up.

I am looking into the possibility of building my own GPT, has anyone done this so far and found it helpful?

I have, I've built three and they are great. Solely for producing editorial with the correct tone of voice, I'm a big fan but the output still needs a human to look over it. You can tell how busy I am at any time in the editorial I publish on here, if it is less 'AI' robotic I've had some time on my hands to fine tune it and add some personalisation, but if it is so obviously AI then I've been a bit busy at that time .

Building a custom GPT is good though as you can pre-program it with your brand guidelines, tone of voice and things it needs to consider with each output saving you a lot of time in prompt building.

 

[rsshep]

Ozzy hit the nail in the head when he said that before you start mixing AI into your workflow, you really need to understand what you're working with. The key is making sure AI adds value - making things quicker, simpler, or cutting down on the boring stuff. Does it pay off in the long run?

AI worked for a client of mine. They're in recruitment, super competitive. Every day, their inbox is swamped with emails about job opening, the same ones that land in every other agency's inbox. The race is on to match those jobs with the right people. This process was a mess - important job details hidden in messy unstructured emails, a nightmare to search though, and just way too time-consuming.

What we did was, setup AI to dig through each email as it arrived, pull out the important bits, and organise everything in a way that's easy to search for through a web portal. Plus, we added a feature that lets their recruiters get alerts when an email matches what they're looking for. This way, they can jump on opportunities faster.

It's been a massive win for them. They were really struggling with the email chaos before, and nothing they tried was working for them.