Your customers want AI. Your team needs bandwidth.

Your customers are asking for AI capabilities. Your competitors are shipping them. But your team doesn't have the bandwidth to build quality features without derailing your core roadmap.

You're not alone. 95% of AI features never make it to production. They get stuck in prototype hell, drain engineering resources, or require platform rewrites your team can't afford.

Why most AI features fail

The tools available today force an impossible choice:

Prototype-focused builders

Give you fast demos that can't handle production workloads. They lack the observability, fine-tuning, and reliability your customers expect.

Building in-house

Gives you control but requires expanding your team, learning new AI infrastructure, and rewriting core parts of your platform while your roadmap slips.

Hiring agencies

Means onboarding contractors who don't know your codebase, coordinating across teams, and paying for ramp-up time you don't have.

The result? AI features stay on your roadmap while customers churn to AI-enabled competitors.

What makes Empromptu different

Empromptu is the first AI application builder creating production-ready, user-facing features—not prototypes. We combine an agentic builder with human expertise to ship complete AI applications that integrate directly into your existing infrastructure.

Production-ready from day one

We don't build demos. Our Self-Managing Context Engine generates full-stack applications—frontend, backend, models, and observability—that meet the quality standards your customers expect.

No team expansion needed

Our agentic builder asks the right questions and creates complete applications autonomously. When you need it, pre-vetted developers who know our platform can assist or handle implementation entirely.

No rewrite required

Your existing platform doesn't need to change. We integrate with your current infrastructure through flexible deployment options: on-premise by default, or deployed to your own infrastructure or cloud.

Complete visibility and control

This isn't a black box. You maintain full observability into how your AI features perform, with built-in monitoring, fine-tuning capabilities, and optimization tools. Our Adaptive Attention Engine learns what matters in your specific context.

Who Empromptu is built for

We work with high-tech B2B SaaS companies at Series A and beyond—teams with validated product-market fit who need to extend their roadmap without derailing core development.