The full stack for production AI.
From first build to continuous optimization. One platform.
Build and deploy. Data and context. Governance and compliance. Agentic Optimization. One Enterprise Platform.
Trusted by thousands of businesses
Agentic Infrastructure partner powering high profile events
Powering investing and financial decisions
Growing consumer fintech app with a physical presence
Growing creator B2B2C business infrastructure for creators
Not basic landing pages. Enterprise Production AI.
Build and Deploy
Plan
Our agentic builder interviews you on requirements, ask clarifying questions, and produce a detailed spec before anything builds.
Generate
The builder writes the full stack: frontend, backend, models, RAG, database, LLMOps. Not templates. Custom code.
Iterate
Changes happen through the same conversational interface. We keep the full context of everything built so far.
Data and context
Golden Pipelines and Custom Data Models
We clean, normalize, structure and enrich or extract your data before it powers any AI feature. We structure your data the way your domain requires, so the AI reasons over it the way your team would.
Infinite Memory
We built a persistent memory layer that sits outside the model's context window. Every interaction, decision, and correction is retained in a structured memory graph. Unlimited conversation length. The system never forgets, but it never blindly injects everything either.
Adaptive Context Engine
Our self-optimizing reasoning layer decides what to surface and when. Request Harmonization: Tracks cumulative intent across interactions. No request treated as isolated. - Synthetic Histories: Distilled interaction history. Preserves intent, cuts token usage. The model sees one coherent exchange. - Secondary Agents: Context selectors that expand only what's needed. Targeted analysis without loading everything into context.
Governance and Compliance
AI Policies
We set your rules once at the organization level. The platform enforces them automatically on every build.
Compliance
Production-grade controls, on by default. SOC 2 and HIPAA · Human approvals by default · Controlled data flow · Rollback to known-good state · Every decision logged · Audit-ready records
Provable AI and Observability
We expose what the AI is doing in real time. Every model call, every data access, every decision traced end to end. When something goes wrong, your team can see exactly what happened and why.
Ownership
Your code. Standard JavaScript, no proprietary runtime. Your infrastructure. Containerized, runs where you decide. Your data.
Agentic Optimization and Reduced Maintenance
Evaluations
We score every output against measurable success criteria. Each evaluation runs on a 0-10 scale across accuracy, format, completeness, tone, or any business-specific criteria. Multiple criteria run simultaneously. Detailed reasoning logged for every result.
Prompt optimization
Most AI applications use one prompt for everything. We build Dynamic Prompt Families. Traditional: One prompt for all scenarios. Accuracy plateaus. Edge cases break it. Prompt Families: Specialized prompts for different input types. We generate and test variations automatically. Manual optimization targets specific problems. The system routes each input to the best match at runtime.
Edge case detection
Every API call is plotted as a data point, color-coded by score. Red clusters reveal systematic failures. We select problem clusters and send them directly to targeted optimization.
Multi Model Optimization
We let you choose and compare models side by side on your actual application data at a deep granular level. Accuracy, latency, token usage, and cost tested against active evaluations. Future proof your application even as the next model is developed.
Drift detection
We monitor production performance continuously against evaluation baselines. When something shifts, we flag it before your customers notice automatically.
Sophisticated Quality AI for the Enterprise
Empromptu AI is an all in one platform for enterprise grade integrated user facing AI applications. Building, Compliance, Data, Evals, Models. All of it. Together.
Regulated Industries
We specialize in building user facing quality applications for Health care, Fin tech, Legal tech, Security & IT
Data Heavy B2B Saas
No matter how much data your legacy SaaS application has we can transform it into an AI native application. Retail, Ecommerce, Computer Vision, Video, and more
Physical AI
We create applications for Physical locations like manufacturing, retail stores, physical events, hospitals, and more.
How it works together
One continuous connected platform gives you up to 98% AI accuracy enterprises desperately need.
A unique approach. Radically better Results.
The reason companies are getting AI slop is generative AI applications require an end to end feedback loop. If you miss one step your quality drastically reduces.
Compliant by default
HIIPA Compliant
Soc 2 compliant
A Platform and AI Research Lab in one
A Product backed by cutting-edge AI Research Our AI research lab solves hard problems that go directly into production. No waiting. We solve all of the hard problems so you don't have to.
We already solved:
- Infinite Memory solves problems with Agentic Memory
- Adaptive context engine solves problems with getting the right context at the right time
- AI Core gets your application up to 98% accurate outputs