Your GenAI Demo Works. Will It Survive Production? 12 operational lessons from working with startups building AI products on Azure
Over the past couple of years, I’ve worked with dozens of startups building GenAI products — from customer chatbots to document intelligence platforms. And I’ve noticed a pattern: getting a great demo working takes a weekend. Getting it to survive real production traffic is a completely different game. The gap is almost never about the …
Your GenAI Demo Works. Will It Survive Production? 12 operational lessons from working with startups building AI products on Azure
Over the past couple of years, I’ve worked with dozens of startups building GenAI products — from customer chatbots to document intelligence platforms. And I’ve noticed a pattern: getting a great demo working takes a weekend. Getting it to survive real production traffic is a completely different game. The gap is almost never about the …
Embeddings in OpenAI and Azure OpenAI on Your Data
Embeddings is the knowledge that exists in the “brain” of an LLM system. What an embedding does is simple: It gets as input a text, and it creates a vector for this text. E.g, it gets the text “Hi, my name is Fotis” and it creates a vector [0.2, 0.1, ….-0.3]. Then, it stores all these vectors in …
OpenAI + HR Platforms: 11 ideas to integrate OpenAI & ChatGPT in your SaaS HR Platform
Integrating OpenAI into your SaaS platform can bring a wealth of benefits for your customers. Imagine automating repetitive tasks, improving decision-making, and even forecasting talent needs. In this article, inspired by a discussion with a Polish HR-Platform SaaS vendor, we’ll dive into how OpenAI can be leveraged by software development companies, startups, scaleups, SaaS vendors …
Your GenAI Demo Works. Will It Survive Production? 12 operational lessons from working with startups building AI products on Azure
Over the past couple of years, I’ve worked with dozens of startups building GenAI products — from customer chatbots to document intelligence platforms. And I’ve noticed a pattern: getting a great demo working takes a weekend. Getting it to survive real production traffic is a completely different game. The gap is almost never about the …
How to Build a Motivating and Fair Sales Compensation Plan in your Startup
As a startup, you’re facing aggressive sales targets, and it might be a challenge to structure a fair bonus incentive scheme for your sellers. Let’s explore an approach that could work well for you. TLDR Mindmap: Here is a mindmap of this blogpost, created by ChatGPT+Whimsical: First, let’s consider the most common challenges from a seller’s perspective: …
Service as a Software Business Model
You probably know the Software as a Service business model (SaaS). But there is a new kid in town! The Service as a Software business model is a new trend that emerges thanks to the advances of AI and Machine learning. Here are some thoughts on what opportunities this might bring in the next years. What is Service as …
