5 SaaS Ideas You Can Build according to successful business leaders

Adam Gelencser
3 min readNov 5, 2023

In the rapidly evolving tech landscape, data scientists with an entrepreneurial spirit can capitalize on unique SaaS ideas that address real-world problems. Here are five SaaS ideas, each inspired by issues highlighted by successful business leaders and startup founders.

Photo by Drew Beamer on Unsplash

1. SaaS for Optimized Solution Matching

Problem: Many startups create solutions that are complex and well-engineered but fail to address actual market needs, leading to products that are hard to sell​. [1]

Solution: A platform that uses data science to match startups with real-world problems, ensuring product development is need-driven.

Implementation: The platform could analyze market data, consumer trends, and online discussions to identify pressing problems. It would then align these problems with startups’ capabilities.

Challenges: Ensuring a broad and updated dataset might be challenging, as well as convincing startups to pivot or tweak their solutions based on the platform’s suggestions.

Monthly Fee: Startups looking for market fit would be the main customers. A fee of $50 to $200 per month could be viable, depending on the depth of analysis and support provided.

2. Scalable Business Model Analyzer

Problem: Startups often fail due to non-scalable business models or lack thereof​. [2]

Solution: A tool that evaluates and suggests improvements for startups’ business models to enhance scalability.

Implementation: Utilizing AI to assess business plans, market data, and scalability factors, offering a dashboard for iterative improvement and forecasting.

Challenges: The complexity of business models and industry-specific factors could make standardization tough.

Monthly Fee: Targeting early-stage startups, a subscription model ranging from $100 to $500 per month could work, offering tiered services.

3. Cash Flow Forecasting and Management

Problem: Startups struggle with cash flow management, a critical aspect that can make or break a…



Adam Gelencser

Tech enthusiast, currently entrepreneuring — regularly sharing content on tech news and irregularly on other topics. Founder of QMapper.co video AI tool.