WHY IT MATTERS: Digital Transformation

AI Québec is a tech-enabled coffee-table book featuring the champions of Québec, the well-established and the disruptors alike. Its 300+ pages feature stories by the companies who are shaping the Québec of today and tomorrow and include exclusive Thought Leader pieces by the province’s most recognizable advocates. With AR video canvases on most features, images on the book’s pages come to life when scanned with the free Global Village Publishing app.

This Constellation ShortList™ presents Artificial Intelligence and Machine Learning Best-of-Breed Platforms relevant to early adopters pursuing digital transformation. Offerings included in this document meet the threshold criteria for this category as determined by Constellation Research.

From 2013 to 2017, AI VC funding increased 4.5x while all VC funding increased 2.08x. The 1997 — 2000 boom in all VC funding can be explained by the dot-com bubble. The smaller booms in 2014 and 2015 reflect a period of relatively large economic growth.

A ranking of the 100 most promising private artificial intelligence companies.

It is a purely data-driven/algorithmic process that uses CB Insights data. We’ve gathered this data via our
machine learning technology (dubbed The Cruncher) as well as via several thousand direct submissions
from firms and individual professionals using The Editor.
The Company Mosaic page walks through the factors considered in the algorithm in some detail but at a
high level, it considers several factors including:
- Momentum – Considers non-traditional signals including news mentions, sentiment, jobs data/hiring,
social media, web traffic and usage, partnerships, and more.
- Market – Quantifies the health of the sector and industry the company is involved in, including funding,
deals, exit activity, and hiring.
- Money — Assesses financial signals including funding recency and total raised.
- Investor quality – Weighs the quality of the investors participating in deals to the company, judging
investors based on exits, returns, and portfolio quality.