SaaS ideas your next customers are already looking for
100 SaaS startup ideas for the people who said they'd pay, from agency owners to dentists. Micro SaaS ideas, AI SaaS ideas and B2B SaaS ideas: find yours, build it, sign them up.
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Pain points in business: what people struggle with
Search the problems to solve, as people described them on Reddit and other platforms, in their own words.
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Shadow AI Data Leak Visibility
Employees use unsanctioned AI tools and paste sensitive company data, while IT and security teams lack visibility or control to prevent leaks.
In their words
we need to learn how to maintain and support it or else we're gonna have a serious Shadow IT problem
I haven't found an effective way to prevent a dev or employee from accidentaly pasting API keys, customer data or internal docs into an AI chat
I need to build a case for AIDR but I am not confident that I have a full understanding of its usage across all my organizations business units.
we don't really know what AI tools are being used, what data is being shared, or where our risks are
data exfiltration became a real concern... We ended up building a ridiculous gaming rig
About 10 new accounts created in the last month, outside our jurisdiction.
Our employees are using ChatGPT and other AI tools at work and IT has basically no visibility.
How are businesses handling the risk of employees putting company documents, customer information, internal knowledge, or private code into external AI services?
Nobody in security knew it existed because it never went through any provisioning process, there was no repo, no ticket, no deployment request.
We had been governing a minority of our AI usage and didn't even know it.
I found 23 ai tools in regular use across the company and our approved list has four on it.
when I tell them no, I am not letting your vibe coded monstrosity access to do that much damage, I'm the bad guy whose getting in the way of productivity.
I realized I was uploading contracts, client names, IBANs, and HR documents to AI tools that didn't need that information
IT and security teams
Where they talk
- r/sysadmin
- r/cybersecurity
- r/AI_Governance
- r/AskNetsec
- r/ITManagers
- r/ciso
- r/msp
- r/grc
Tools they use today
- Claude
- Copilot
- Microsoft Purview
- Gemini
- Microsoft Entra
- Claude Code
- Defender
- GitHub Copilot
Why those fall short
- no guidelines, no oversight, poor implementation, doubles licensing costs
- personal clients with data sharing turned on leak inputs into training data
- no policy, enterprise audit APIs expose queries, staff bypass controls
- vendor dashboards only show their own product; no clean cross-tool picture
- Purview monitors but DLP for Claude is not a great option yet
Map of ideas
Drawing the map…