Case Studies Archive - Crater Labs

Reducing Audit Risks in Tax Filings with Deep Learning

Crater Labs developed a neural network to highlight potential risk factors in R&D tax credit submissions, saving hundreds of hours in audit defence times.

Identifying Potential Security Access Violations

We developed a semi-supervised neural network to identify anomalous security access card swipes in a large corporation with numerous facilities throughout the world, previously hidden secure access violations.

Minimizing radiation exposure in construction projects

We developed a custom LSTM neural network to predict radiation exposure of construction workers in sensitive sites, improving shift scheduling and safety compliance.

Energy demand prediction for generation management

We developed a deep reinforcement learning model to assist energy producers in scheduling maintenance and minimizing operating costs.

Surfacing and categorizing 3 million+ risks for Fortune 500 businesses

We developed a custom ML model that was able to surface, identify and classify 3 million+ risks pertinent to any specific company and industry.

Improving tracking & forecasting for Canada’s leading billing software solution

We built a proprietary anomaly detection and billing model that improved accuracy by 3 percentage points, unlocking millions of dollars in savings for our client’s customers.

From 4 Hours to 4 Minutes: Expediting routing times for North America’s leading transportation software

We built an industry-first, AI-driven engine that calculated the best delivery route in four (4) minutes vs. the industry average of 4-6 hours.

Automating document review with 98% accuracy

We used Natural Language Processing (NLP) to automate the internal review of RFPs, RFIs and security questionnaires, reducing time and costs associated with the process.

Saving $80K+ with employee FAQ generation

We built an NLP-based neural network designed to automate question generation, saving $80K+ in the first year for one of Canada’s leading HR software businesses.

Eliminating foreign accent bias with video recorded interviews

We used deep learning to improve job applicant videos for an online recruiter, deciphering foreign accents and eliminating bias in the process.

Explore our Case Studies

Reducing Audit Risks in Tax Filings with Deep Learning

Identifying Potential Security Access Violations

Minimizing radiation exposure in construction projects

Energy demand prediction for generation management

Surfacing and categorizing 3 million+ risks for Fortune 500 businesses

Improving tracking & forecasting for Canada’s leading billing software solution

From 4 Hours to 4 Minutes: Expediting routing times for North America’s leading transportation software

Automating document review with 98% accuracy

Saving $80K+ with employee FAQ generation

Eliminating foreign accent bias with video recorded interviews

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