What is Malachyte

Malachyte is a real-time individualization platform for modern commerce. It uses an AI-driven intelligence engine, MiQ, to understand customer intent and adapt digital experiences instantly—even for completely anonymous visitors.

Unlike legacy tools that rely on static segments or overnight batch updates, Malachyte processes behavior in milliseconds to ensure every interaction is relevant to the individual’s current context.

Core Concepts

Real-time Individualization

While traditional personalization groups users into broad segments, Malachyte individualizes. It focuses on the unique path of a single user, responding to clicks, scrolls, and searches as they happen.

Adaptive User Profiles

Malachyte builds Adaptive User Profiles for 100% of your traffic. This approach ensures that intelligence is applied to every visitor, regardless of their history.

Cold Start Activation: Intelligence begins the moment a visitor arrives. No previous history, login, or cookies are required to start personalizing.
In-Session Learning: Profiles evolve within a single session, refining recommendations as intent becomes clearer.
Long-Term Memory: MiQ doesn't reset after a session. It builds a persistent understanding that compounds value over time across sessions and seasons.

The MiQ Engine

MiQ is the "brain" behind the platform. It is a plug-and-play intelligence engine designed by the team that built Spotify’s personalization infrastructure. It balances short-term engagement with long-term business objectives, ensuring that every decision contributes to compounding ROI.

How Malachyte Works

Malachyte acts as an intelligent layer between your data signals and your customer-facing surfaces.

Ingest Signals: Malachyte tracks real-time signals.
Generate Intelligence: The MiQ engine processes these signals to update the Adaptive User Profile instantly.
Deliver Experiences: The platform powers individualized content across the entire journey—from the homepage and search results to category pages and product details.
Continuous Optimization: As more data flows through the system, the AI learns across users, improving accuracy and revenue per visitor (RPV) while keeping customer acquisition costs (CAC) flat.

Business User Control: The Portal

Malachyte is designed to be a "copilot" for your team, not a black box. Through the Malachyte Portal, merchandisers and marketers can:

Set Strategies: Align AI decisions with business goals like inventory clearance or high-margin prioritization.
Explainability: Use real-time tags to see why the AI made a specific recommendation.
Smart Guardrails: Override or fine-tune experiences instantly without needing engineering support.

Integration and Scale

Plug-and-Play API: Connect to any surface with minimal development. Most teams can activate a "Golden Path Pilot" in days.
Performance at Scale: Built for minimal latency to ensure that personalization never slows down your site.
Privacy by Design: Malachyte is built to function with a minimal data footprint, focusing on behavioral intent rather than harvesting personal information.