Solution Stack

A comprehensive platform that transforms motion data into actionable intelligence across five integrated layers

Layer 1

Annotations Layer

Add semantics to every road, path, and trajectory. Maei.ai continuously enriches motion data with dynamic, AI-driven annotations that capture real-world constraints and qualities.

Live Motion Trace Learning

Learns directly from evolving mobility patterns

Dynamic Updates

Adapts to infrastructure changes and real-time usage

Context Metadata

Adds qualities like clearance, safety, cultural value, or accessibility

Enables:

Safer trucking routes, hazard avoidance, context-rich maps, and adaptive mobility insights

Motion tracking and annotation visualization
Layer 2

Motion Embeddings Platform

From movement to meaning. Maei.ai generates embeddings that encode trajectories, intent, and behavior into compact, vectorized knowledge.

Trajectory-First Embeddings

Designed for flows, not static points

Graph-Enhanced AI

Captures spatial, temporal, and behavioral relations

Retrieval-Optimized

Enables search, discovery, and recommendation across movement datasets

Enables:

"Where can I take my 12-year-old for an educational but fun afternoon?" journey comparison, and intent-aware prediction

AI embeddings and neural network visualization
Layer 3

Contextual Routing Engine

Purpose-driven navigation beyond shortest paths. Maei.ai delivers adaptive routing that aligns with intent, safety, and experience.

AI-Driven Context Fusion

Blends purpose, constraints, and user profiles

Multi-Objective Optimization

Balances efficiency, safety, compliance, cost, and user preference

Conversational Interface

Request routes in natural language and receive personalized guidance

Enables:

Fleet safety & compliance, personalized mobility (cycling, walking, EVs)

Intelligent routing through urban environment
Layer 4

APIs & SDKs

Bring motion intelligence into your applications. Maei.ai provides robust developer tools to integrate semantic motion intelligence into enterprise systems, apps, and research workflows.

Embedding Access & Retrieval

Query motion embeddings at scale

Route Generation APIs

Context-aware routing endpoints

Workflow Integration Kits

Python, REST, GraphQL support

Enables:

Logistics platforms, urban planning dashboards, AI research

Developer working with APIs and code
Layer 5

CRCP: Trajectory Intelligence in Conversation

The Contextual Routing Communication Platform transforms motion data from passive observation to active dialogue. Each road segment becomes a conversation point, sending predictive, situational messages to drivers in real-time.

This is NOT another router

Headless Prediction Engine

No UI, just intelligent communication with drivers

Branch-Aware Messaging

Anticipates route decisions and prepares tailored advisories

Feedback Loop Intelligence

Driver responses refine predictions and improve ETA accuracy

Enables:

Predictive logistics communication, real-time hazard warnings, dynamic route intelligence, and fleet optimization

Connected communication network for trajectory intelligence

Value Proposition

Move Beyond Maps

Replace geometry with semantics for richer mobility insights

Make Motion AI-Native

Embeddings and annotations that integrate seamlessly into ML workflows

Context at Scale

Safety, compliance, and personalization baked into every route

Universal Layer

Foundation for logistics, urban mobility, and consumer navigation

Customer Groups

Serving diverse industries with intelligent motion solutions

Logistics & Supply Chain

Safe, compliant, and efficient routes for fleets

Urban Planners & Governments

Data-driven infrastructure and policy decisions

Mobility & Navigation Services

Daily navigation that adapts to individual intent

AI & Data Teams

Embeddings and APIs for geospatial search, discovery, and prediction