Why does analytics still take weeks in 2026?

I’ve spent the last 6+ years as a data analyst, and one thing never made sense to me:

Why does it still take weeks to build dashboards…
and even longer to fix them when they break?

At every company I worked at:

• Dashboards broke when data changed

• Analysts became “data plumbers”

• Most time was spent maintaining pipelines, not finding insights

Even worse—small teams just give up on doing analytics “properly” because it’s too complex.

So I started building something for this.

👉 Clarity AI — an AI-native analytics platform where agents:

• Connect to your data

• Build pipelines + models automatically

• Generate dashboards

• And self-heal when things break

The goal:
Replace the entire analytics maintenance layer—not just speed it up.

I just built the first working prototype and I’m looking for a few early users/design partners.

If you’re curious, I’d love to show you what I’m building and get your feedback.

Would love any thoughts, skepticism, or feedback—especially from people who’ve lived this problem.