We Process the World's
Real-Time Data

Transactional Machine Learning (TML) & Multi-Agentic AI

Learn TML Now

Global Selling Book

Published by Apress & globally distributed by Springer

TML Book

Our Approach

Applied Data Strategy

Consolidate business & IT with clear data strategies that drive digital transformation and competitive advantage.

AI at Scale

TML-VIPER scales real-time AI without heavy compute costs. From 100 to 100B predictions per day.

Seamless Integration

MAADSTML Python library integrates with Kafka/Redpanda. No third-party ML libraries needed.

Glass-Box Models

Complete transparency with extensive reporting, what-if analysis, and model explainability.

Our Products

Free for non-commercial use: Download from GitHub

VIPER - Kafka Connector

Source & sink Apache Kafka connector for streaming insights from distributed TML algorithms.

Health Care Dashboard

Cybersecurity Monitoring

IoT Failure Prediction

Travel Customer 360

HPDE - Data Stream AutoML

Scalable AutoML for data streams with Ridge regression, gradient boosting, neural nets & more.

MAADSTML Python Library

Control TML servers via REST API for training, predictions & optimization.

What We Do

Data Strategy

Applied strategies that solve critical business problems with advanced analytics.

Data Stream Science

Implement TML solutions with Kafka, fast iteration, and operational excellence.

Managed Services

Full support for Viper, HPDE, Viperviz across IoT, energy, healthcare, finance.

Contact Us

OTICS Advanced Analytics Inc.

Headquarters: Toronto, Ontario, Canada

Offices: Toronto | Calgary | Ottawa

Email: [email protected]

LinkedIn