by Shanea Levin

​I'm excited to share that Empromptu has raised an oversubscribed $2M pre-seed round led by Precursor Ventures, with participation from Alumni Ventures, FoundersEdge, Rogue Women's Fund, South Loop Ventures, Zeal Capital Partners, and angel investor Edith Harbaugh.

Today, we're launching Self-Managing Context—AI that manages, trains, and improves itself in production.

Here's the brutal truth: 95% of AI features die in staging.

Because the AI builders everyone's using don't work for production.

Your investors want AI. Your customers want AI. Your team is maxed out. You can't rewrite your platform. You can't double headcount.

That ends TODAY.

Self-Managing Context means AI features that:
Handle 100GB+ worth of files without losing context, and even more for enterprise accounts
Learn from real usage and improve themselves
Maintain 98% accuracy in production
Integrate into your existing codebase

No rewrite. No new hires. No prototype hell.

We're trusted by 2,000+ businesses already.

One healthcare founder used Empromptu to add AI-powered CRM and prevent customer churn—without hiring a single engineer.

Static SaaS is dying. Not because it failed, but because it stopped evolving.

In 10 years, every SaaS company will be AI-Native or dead.

The companies moving now will own their markets. The ones waiting will be explaining to their board why they're losing to competitors who moved faster.

We're not killing SaaS. We're evolving it.

Join me live at 5:00 pm PT today.

I'll show you exactly how Self-Managing Context works and answer your toughest questions.

Sign up: empromptu.ai