We don’t just use AI. We invent
how it works.
Empromptu is both a production platform and an active AI research lab. Our proprietary architectures power every application built on the platform enabling capabilities that traditional prompt-based systems cannot achieve.
We're not a wrapper. We invent core infrastructure.
Research-to-Production Pipeline
Every proprietary advancement is deployed directly into the platform, not left in papers or prototypes.

Infinite Memory Architecture
Separate persistent memory from the context window, enabling long-running systems without degradation or information loss.
Adaptive Context Engine
Self-optimizing attention infrastructure that dynamically selects relevant context based on performance feedback.
Custom Data Modeling Framework
Explicitly structure domain entities, constraints, and relationships so AI systems reason from architecture not just text.
Integrated Evaluation & Optimization Layer
Tie system behavior to measurable performance outcomes, enabling automatic improvement over time.
Context-Aware Execution Infrastructure
Enable AI systems to operate across large document sets, codebases, and multi-step workflows without context overload
Expert Nano Models (Coming Soon)
Our solution to the upcoming "model cost" problem.