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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AI Data Leakage Prevention
Sensitive company and client data leaks into unsanctioned or ungoverned AI tools, and existing controls fail to detect, redact, or enforce compliance.
In their words
We are looking at getting something bespoke and the policy is just to stop juniors misusing publicly accessible versions.
I work with confidential business information that I don’t want to upload to cloud based services, which is why local AI is especially appealing.
the shadow AI surface area is just completely different from shadow IT
Data isn't just being emailed around anymore. It's being pasted into prompts, summarized, transformed, and moved between multiple systems.
le mie competenze informatiche non mi consentono di arrivare a quel livello di indipendenza per cui creare tutti questi tool che consentono di lavorare in locale
For those with ZDR requirements: what's your current setup or workaround?
I asked how I'm supposed to use it when my contract is locked down, and they had no answer.
it’s technically a HIPAA violation to put patient information into chat GPT because it’s not secure.
If your tenant has ten years of oversharing, Copilot is the tool that finally makes that visible.
tech team has been trying to intergrate AI and automate our process for a year now. And they haven’t been able to because of the how sensitive everything is.
we're only allowed to use Microsoft Copilot because of privacy, security, and IP policies
the customer chat app telling customers they were wrong about the information they were providing
I would like to move my work (excel and light coding) off the big guys... that won't steal my sensitive data?
I've got two years of Cursor and Claude Code history sitting in places I can't search, and the reason I've never tried a cloud tool
IT, security, compliance teams
Where they talk
- r/AI_Governance
- r/AI_Agents
- r/LocalLLM
- r/sysadmin
- r/gdpr
- r/cybersecurity
- r/therapists
- r/legaltech
Tools they use today
- Claude
- Copilot
- ChatGPT
- Bedrock
- Claude Code
- Gemini
- MCP
- Microsoft Purview
Why those fall short
- client devices block AI; outputs useless; sensitive data not authorized
- marketing claims contradict privacy policies; de-identified data reused for model training
- no data protection, anonymisation insufficient, unclear data retention
- Oversharing is invisible until Copilot exposes it; audits are infrequent
- vendors push AI data training, no privacy controls
Map of ideas
Drawing the map…