Search & Recommendations

Novel algorithms developed over years of research and engineering. Just specify your business goals, and our models learn to accomplish them.

Production-ready performance that consistently outperforms industry standards. No need to build an ML team.

Models that learn your business goals, not generic metrics.

Every equation and line of code researched and optimized

Built from Scratch, Optimized for Your Goals

Goals-Based Learning

You define what success means for your business: conversion, engagement, watch time, add-to-cart rate, or any metric that matters to you.

Our models continuously learn and adapt to accomplish those specific goals, not generic industry benchmarks. The result is ML that drives your business forward, not just better search results.

Perfect for E-Commerce

• Product discovery that drives conversion, not just clicks
• Search that understands intent and optimizes for your goals
• Recommendations that increase cart value and reduce abandonment
• Performance optimized streaming inference means zero perceived latency

Perfect for Entertainment

• Content discovery that maximizes engagement and discovery
• Real-time recommendations that adapt to user behavior
• Search that helps users find content in massive catalogs
• Novel co-occurrence models that understand your content

Years of Development, Production-Ready from Day One

Unlike off-the-shelf tools or products rushed to market, our services were built by a full engineering team over years. Every algorithm was written from scratch. Every optimization was refined through real-world use.

We didn't wrap existing libraries or ship a fine-tuned version of someone else's models. We built novel architectures designed for extreme performance and goal-based learning. The result is a suite of ML capabilities that feel faster and smarter than users have seen before.

You get production-ready ML without the cost and timeline of custom development.

Performance That Matters

<3ms

Index inference latency

Zero perceived delay for users

30ms

Goals-based search

Full ML inference on 1M+ records

10x

Faster than Elasticsearch

With better relevance

<20hrs

Integration time

Full setup and optimization

Integration & Pricing

Integration Options for Every Architecture

We support multiple integration patterns to fit your infrastructure:

• REST APIs for standard request/response patterns
• WebSocket streaming for real-time applications
• gRPC for high-performance, low-latency use cases

Setup typically completes in under 20 hours. We handle the integration work.

Early Access Pricing

We're working with early customers to develop pricing that scales with your business. Pilot programs start at $500/month.

Pricing factors include:

• Number and size of records
• Query volume and complexity
• Model retraining frequency
• Personalization features

Models That Learn Your Goals

Define what success means for you: conversion, engagement, watch time, revenue. Our models continuously adapt to accomplish those goals. No manual tuning required.

Enterprise ML Without the Team

Get production-ready ML capabilities without hiring ML engineers, building infrastructure, or managing models. We handle all of it.