Oversight AI

Powerful. Safe. Accurate.

Oversight AI never rests, giving you the power to safely and accurately control your complete spend monitoring strategy.

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Powerful

Oversight’s Multimodal AI Framework

Our unique approach to AI

Oversight AI integrates a multimodal AI framework to synthesize three AI subcomponents operating on different modalities.

Multimodal AI

The three AI analytic subcomponents include Deep Learning, Machine Learning and Expert System analytics.

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Deep Learning | Machine Learning | Expert System

Deep Learning

Oversight’s Deep Learning component utilizes AI powered Computer Vision which analyzes images and performs OCR on text, including handwriting, as well as image and landmark detection. This powerful engine recognizes hundreds of languages and uses Natural Language Processing (NLP) to identify context to produce more accurate results.

This technology is utilized on receipts, invoices, and other financial documents to automatically ensure that the documents are accurate, match the electronic financial data, and detects hidden risk. This Deep Learning component automatically scans 100% of the documents to ensure all risk is detected, and optimizes auditor time to only have to review risky or mismatched documents.

Machine Learning

Oversight’s Machine Learning component utilizes supervised ML models that analyze tabular financial data with feedback and scoring based on human auditor actions. These models are trained on both anonymized global customer data but also prioritize customer-specific actions. This enables the highest immediate value, greatest fidelity, and most customer-specific analytics. These models are automatically re-trained each month against the latest data, enabling the engine to get continuously smarter and more accurate.

This Machine Learning component precisely identifies risk and reduces the amount of work that auditors need to take by automatically tuning the analytics to fit the customer’s policies and risk profile.

OVERSIGHT AI Multimodal Machine Learning

Expert System

Oversight’s Expert System component encapsulates the expertise of the top-performing policy, fraud, and forensic auditors from the top financial firms as well as best-run organizations. They provide out-of-the-box best-practice analytics which provide instant value, and are configurable via parameters to match a company’s policies.

Oversight’s Expert System analyzes 100% of spend and is equivalent to having an army of the best auditors identifying errors, waste, misuse, compliance violations, and fraud. This allows for very easy implementations, immediate value, deep risk detection and prevention.

Oversight AI

Oversight AI ties these three components together, enhancing the capabilities of each one to provide an overall risk calculation that dynamically combines all indicators, resulting in more precise, deeper detection.

Oversight AI's Global Risk Model

Our Global Risk Model is a suite of machine learning models trained on Oversight customers' data, which assess the risk associated with transactions. These models consider both transactional data (e.g., expense reports, invoices, etc.) and historical resolution data to identify potentially risky transactions, such as fraud, errors, or compliance issues.

Initially, the models are pre-trained using global data. Then, for each customer, they adapt to the customer's specific risk profile by analyzing their own resolution data.

Importantly, this analysis is based on entirely anonymized data, ensuring data privacy, and is not traceable to individuals or corporations. The models exhibit high accuracy levels ranging from 95% to 99% and continuously improve through automatic monthly retraining.

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Learn more about our industry-leading AI model.

Safe

Isolated AI Analytics

The integrity of your data is our top priority.

Each customer’s AI analytics run in their own environment with no chance of data, PII, or trade secrets being transferred from one customer to another.

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Accurate

No “Hallucinations”

Oversight AI detects risk in the form of errors, misuse, compliance violations, and fraud. It doesn't rely on Generative AI alone, that can “create” inaccurate results, so there is no risk of “hallucinations” or made-up information.

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Integration made easy

Extend the power of Oversight AI to your ERP and finance systems. Oversight works with leading platforms, issuers, and networks to deliver seamless solutions.

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