Firstly, I feel your pain. I made a photography app, @Instillr that most certainly does not enhance anything with AI. In fact, it focuses on how beautiful flaws and creatively empowering limitations can be, because that's what real photography is all about. Foolish? Perhaps.
But I know I am not alone. There must be dozens of us! Dozens!
So I want to know:
What is your product and why doesn't it AI?

I built Data Transmission over a Wide Area Network in 2017, capable of transferring terabytes of data within seconds using data packets without cable, device, or the internet. Lost the source code over time, as I didn't know what difference it would have made in the lives of people.

From 2018 to 2026, fast-forward, I've built an Ed-tech platform WHYGate, an AI-copilot for workspace bookings, and many more. We launched it, but didn't see the traction as expected.

Went back to my data knowledge, to launch @OrangeLabs (https://orangelabs.im/) in the era of AI and no-code platforms, allowing founders, analysts, and researchers to work on their data without writing a single line of code.
Work with Excel, Spreadsheets, and CSVs without working with rows, columns, and formulas. Build visuals on complex data to understand complex information using plain English.
We're launching @OrangeLabs on 12 March 2026. This is our first-ever launch on Product Hunt and my first-ever interaction with a Product Hunt Community.
Looking forward to the support of the Product Hunt community.
See you soon.

Hi Everyone, Tomorrow's the day. OrangeLabs goes live on Product Hunt on March 12th.

Quick recap of what we've built for anyone just tuning in:

A no-code AI platform where you talk to your data in plain English
Ask it to clean messy spreadsheets, build interactive charts, or pull insights from PDFs
No SQL. No Python. No dashboards. Just ask.

We've been heads-down building this for months. Tomorrow we hand it over to you. So, please be kind.

Hi Product Hunt community!

I m the maker behind judgedata.us.kg. As a developer/competitive programmer, I ve always found that the most tedious part of building a project or preparing for a contest isn't coding the logic it's creating high-quality, edge-case-heavy test data.

I built JudgeData to fix that.

What makes JudgeData different?

I ve been thinking about this a lot while building my side project.

Cooking itself isn t that hard. But planning what to cook every week somehow feels unnecessarily complicated.

Recipes are saved in random places. Grocery lists live in another app. And meal planning usually ends up being a mix of notes, screenshots, and memory.

Hi Product Hunt!

I m excited to share something I ve been building: ThresholdIQ a lightweight KPI simulator and anomaly detector for Excel/CSV data.

Most teams still rely on spreadsheets for their most important metrics.
But spreadsheets don t warn you when something looks off.
You only notice issues after they ve caused damage.

I wanted a simple way to upload a file and instantly see:

We all know the potential of agentic workflows, but the "execution gap" for Solo Founders and Automation Specialists is real. I m looking to interview users who have tried to push OpenClaw to its limits.

I want to hear about:

• Where the execution fails most often.

• The "pain points" that make you want to go back to manual work.

• The features you wish existed yesterday.

The Ask: A quick 15-20 minute Zoom/Google Meet.
The Goal: To share these insights back with the community so we can all build more stable agents.

I ran into an issue while working on a project to centralize MCP servers for an organization - some tools break as the client and server don't share a file-system.

To solve this, I wrote an opensource adapter that you can self-host.

Repo: https://github.com/aakashh242/re...

Flow Metrics is a dashboard built for founders who want a simple way to understand their real business metrics.

Many founders rely on several tools to track revenue, analytics, and performance. The problem is that most of these platforms show isolated data instead of the overall health of the business.

Flow Metrics brings key metrics into one clear dashboard so founders can quickly see what s happening in their business and make better decisions.

Instead of focusing on vanity statistics, Flow Metrics highlights the numbers that actually matter.