How to get customers forML Model Deployment and Management Platform
Where to find ml practitioners in order to convert them to customers
The idea that helps ML practitioners
ML practitioners want to deploy machine learning models in production environments efficiently. However, they can't get it because they face challenges in managing model versions, dependencies, and monitoring performance.
Therefore, they need to use your solution, e.g. DeployWise.
ML Model Deployment and Management Platform : DeployWise is a machine learning deployment platform that streamlines the process of deploying, scaling, and monitoring machine learning models in production environments. It automates version control, dependency management, and performance monitoring. Of course it is much better than the stuff from ModelOpsNow, or MLDeployer!
How to find ML practitioners
You can get insights about the pain points of ml practitioners if you listen to them carefully, either in person or online. Listening online is much easier because you need not ask them for a customer interview but you can observe them talking about their problems, out there in their natural habitat. They won’t even notice that you are there, watching and listening to them.
The process, step by step
One process that we can totally recommend is this:
- Find out where ml practitioners hang out (Reddit, Mastodon, etc.)
- Read what problems they talk about, and how urgent they are to them. (Did they try any solutions, yet? Did they spend money on anything, yet? Did they even cobble a homegrown solution together?)
- Enter the conversation: Help them with tips, ask more about their situation and why they are in pain.
- If you find recurring questions or pet peeves of ml practitioners, create some helpful content for them (e.g. a blog post, a podcast episode, or a video) and share it with them for free, in the same conversations. They will be delighted.
- At the end of the blog post, invite them to use your solution: ML Model Deployment and Management Platform.
I described the process here in my blog post: Identify a hungry audience.
If you do this manually, it may take you hours each day. Automate it, with a little help from the AI in CustomerPing!
Step 1 to find ml practitioners
To get started, edit the values in the following 3 input fields and click “Search ml practitioners”.
This is what will happen
- An AI will brainstorm 5 good search keyword phrases for you to find ml practitioners and their pain points in online forums on the internet.
- With one click, you can search for each keyword phrase right away.
- CustomerPing will present the search results to you.
- If you think that one of those results looks like ml practitioners wrote it, you can create a “customer radar station” on the forum where the post came from.
- You describe what makes a post relevant to your business.
- CustomerPing will “ping” you 24h a day, whenever ml practitioners complain about their pet peeve: They face challenges in managing model versions, dependencies, and monitoring performance.
- Good for you because this is something that you can solve with mL Model Deployment and Management Platform, right?
What to do when you get a “customer ping”
When such an alert appears on your mobile phone, you simply tap on it and join the conversation in the online forum.
Help ml practitioners to reach their goal: To deploy machine learning models in production environments efficiently.
They will get to know, like and trust you. Eventually, they will buy your solution: ML Model Deployment and Management Platform.
Artificial Intelligence (AI)Machine LearningML Model Deployment and Management Platform
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