Empromptu is an enterprise AI application platform that helps Series A+ B2B SaaS companies ship production-ready AI features without expanding their team or rewriting their platform. Our Self-Managing Context technology maintains up to 98% accuracy in production by handling enterprise-scale data, maintaining infinite context, and improving automatically over time.

Who is Empromptu for?

Empromptu is built for high-tech B2B SaaS companies (Series A and beyond) with AI features on their roadmap but limited resources to build them. Our typical customers are founders and product leaders facing competitive pressure from AI-enabled alternatives who need to ship quality AI capabilities without derailing their core development or expanding their engineering teams.

How is Empromptu different from other AI builders?

Unlike prototype builders like Lovable, Replit, or Bolt that create demos, Empromptu delivers enterprise-ready AI features that integrate directly into existing SaaS platforms. Our Self-Managing Context technology—including Custom Data Models, Infinite Memory, and Adaptive Context Engine—maintains 98% production accuracy even with 250+ documents, while other tools drop to 60-70%. Plus, you get both an agentic builder AND pre-vetted developers when you need human support.

What is Self-Managing Context?

Self-Managing Context is Empromptu's breakthrough technology that allows AI features to manage, train, and improve themselves in production environments. It includes three key innovations: (1) Custom Data Models that learn your business operations, (2) Infinite Memory that handles 250+ documents without context loss, and (3) Adaptive Context Engine that surfaces relevant information instantly without prompt engineering. This is the foundation for AGI-grade reliability.

How does Empromptu measure accuracy and drive improvements?

Empromptu scores every evaluation on a 0–10 scale, compares initial and current accuracy for each task, and highlights improvement over time. You define success criteria through evaluations, then use automatic optimization, Prompt Families, manual refinements, and edge-case detection to lift scores into the 7–10 range needed for production.

What types of AI features can I build with Empromptu?

Empromptu builds both complete AI applications and intelligent features for existing platforms: AI-powered CRMs, intelligent customer chatbots, automated document processing (contracts, invoices, claims), smart customer support automation, predictive analytics dashboards, personalized onboarding experiences, and AI-driven insights and reporting. From healthcare back-office software to enterprise SaaS platforms, customers ship features that generate revenue and prevent churn.

Can I integrate Empromptu into my existing SaaS platform?

Yes. Empromptu is designed to integrate directly into existing SaaS platforms without requiring a rewrite. Deploy on-premise by default, or to your own infrastructure or cloud. You get complete visibility and control on the backend—it's not a black box. Your AI features work with your existing data models and context while maintaining the same reliability standards as the rest of your platform.

Where AI becomes product.

We build it. You ship it. Your customers trust it.

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You have options. None of them get you to production.

Build it yourself

Your engineers can build a demo. Production AI requires data infrastructure, reliability engineering, and keeping AI accurate over time. That's not a learning curve, that's a different job.

Hire consultants

You get a handoff. You don't get ongoing optimization, drift detection, or a team that stays.

Assemble the pieces

APIs, frameworks, and agent tools give you components, not solutions. The hard work is still on you.

You're experts in your product.We're experts in production AI.

You don't need to become an AI company. You need quality AI that works in production without rebuilding your team or your roadmap.

Why CHoose Us

Your product. Your roadmap. Our AI infrastructure.

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Context that scales

We prepare and structure your data, then build context systems that retain what matters as complexity grows.

Visibility into everything

Every action is observable, governed, and reversible. If something goes wrong, you can see it, explain it, and fix it.

Quality that compounds

We measure accuracy, detect drift, and promote improvements automatically. Your AI gets better, not worse.

A team, not just a tool

Our engineers work alongside your team or handle everything. Your choice.

They ship production AI. So can you.

50,000 daily AI requests. 1,600+ store locations. Multiple languages. No AI team hired.

100 event operations. AI features shipped during a platform rewrite. Their team stayed focused on the migration while we handled the AI.

20,000+ creators managed. AI-native platform. Built without hiring AI engineers.

What makes production AI stay production-ready.

Infinite Memory

Process entire codebases without truncation.

Adaptive Context Engine

The right information for every request. Nothing crowds out signal.

Custom Data Models

Your domain, structured. The AI understands your business.

Evaluation Pipelines

Measurable accuracy. No more gut feel.

Drift Detection

Know when performance shifts before your customers do.

Built-in Governance

Human approvals, audit trails, rollback paths. Default.

Containerized Deployment

Your infrastructure. No lock-in.

You've got the product. Now you need the AI.

Let's figure out where AI fits your roadmap and what production-ready looks like for your team.

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