Machine Learning Enterprise Factory

Currently, the global artificial intelligence (AI) and machine learning (ML) market struggles with operationalizing models and deploying them into production, leading to 85% of private sector projects failing (Gartner).  The Air Force (AF) faces the same challenge.  According to Jean-Charles Ledé, autonomy technology advisor to AFRL’s Commander Brig. Gen. Heather Pringle, “We need to move away from these single point demos to true scalability. We look really at AI as potentially impacting everything we do in the Air Force, from the back office activities — things like, for example, preparing a response to a Freedom of Information Act, helping to edit those documents — to logistics, certainly; and eventually even combat application in either manned or unmanned platforms.” (30 March 2021, Potomac Officers Club 3rd Annual AI Summit)  Wallaroo solves this problem through our Enterprise Platform built from the ground up to remove roadblocks making it difficult to get AI and ML models into production and run inference and analytics at c-speeds (i.e.: referring to the programming language, C).   Specifically, the Wallaroo Enterprise Platform consists of a self-service Application Programming Interface for data scientists that provides frictionless deployment, a distributed computing engine that’s blazingly fast and easy to scale, and a stream of comprehensive metrics so you can observe everything and act accordingly. Today, the Wallaroo enterprise AI and ML platform is in use with Fortune 500 companies and innovative firms across various industries, yielding $1.7M in annually recurring revenue with sales estimated to increase 200% year over year.  Current clients utilizing the Wallaroo enterprise platform includes Mercedes Benz, Bank of America, and Public Storage to name a few.  Additionally, Wallaroo has raised $6.7M in outside investment and is poised to assume a dominant position in the $60 Billion total available market for solutions to help firms deploy ML. The AF seeks to solve this problem through the LevelUP program office; its R&D software solutions branch. LevelUP plans to utilize this Phase II effort to integrate the Wallaroo Enterprise Platform within their ML Factory initiative to support data science users develop and deploy ML at scale. Wallaroo’s technology will equip all Airmen to act on data at the speed and scale of cutting-edge technology firms, and to do so securely, easily and at low cost.