Audience
Financial institutions in need of a complete Credit Management platform
About RDC Platform
The RDC Platform augments expert human knowledge with AI capabilities, providing financial institutions a competitive edge in lending. Embedded with AI ethical principles to ensure compliance, our tooling allows lenders to visualize and understand the logic behind every AI predictive model and decision strategy. Leverage traditional, alternative, and latent data with leading AI techniques to make accurate predictions and achieve optimal decision outcomes. We understand your need to safely leverage AI. We have a unique method to provide confidence and transparency in meeting your objectives for safety, we call this the Self-describing decision. Contained in a single data object, every element is explained. All model features and predictions, all reference data, and all rules triggered. A self-describing decision is a complete record of all the information used to generate a decision outcome. Governance and explainability, are baked in. Every time.
Integrations
Company Information
Rich Data Co
Founded: 2016
Australia
www.richdataco.com
Videos and Screen Captures
TurnKey Lender
TurnKey Lender is a one-stop lending infrastructure used by creditors in 50+ countries to automate all elements of their operations. The platform enables lenders to profitably grow their business while cutting operational costs and risks. It's a powerful AI-driven SaaS that automates over 90% of all lending processes and gives both B2C and B2B lenders a competitive edge.
TurnKey Lender Platform has several pre-configured solutions packages including Commercial, Consumer, Pay Later, Auto, Mortgage, Leasing, Factoring. Built in constant collaboration with lenders worldwide, TurnKey Lender is the ultimate solution that answers real-life digital lending challenges in a sophisticated manner.
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Scienaptic
Our platform has pre-built APIs for both traditional and alternative credit data sources to accelerate data ingestion for sharper credit decisions. Powerful predictor library based on years of credit experience; pre-configured features that drive better credit decisions. Fully explainable proprietary AI, ML credit modeling methodology that delivers significant lift. Run multiple champion challengers concurrently. Credit models and strategies in one unified workflow. Rapid deployment of new credit models and strategies. Our AI credit underwriting models are explainable, FCRA-compliant, and robust. They come with simplified and automated adverse action reasoning. Comprehensive documentation on logic underlying model, robustness, and limitations of model. Model attributes go through thorough disparate impact analysis to ensure no bias in design. Our AI models provide rich and diverse set of adverse action reasons.
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Modeller
Over thirty years of credit risk modelling expertise wrapped into model building software for today’s age of machine learning. Modeller is a feature-rich, flexible, interactive and transparent tool that helps organizations get the best from their analytical teams. It supports a choice of techniques, the rapid development of powerful models, full explainability and the advancement of less experienced team members.
Choose from numerous modeling techniques, including machine learning, for optimal predictive accuracy – especially on datasets with multicollinearity and complex interrelationships. Create industry-standard continuous and binary target models at the click of a button. Use decision tree modeling with CART and CHAID trees. Choose from logistic regression, elastic net models, survival analysis (Cox PH), random forests, XGBoost, stochastic gradient descent and more.
Export options for implementation in other scoring and decisioning software include SAS, SQL, PMML and Python.
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Taktile
Stop wasting time on painful negotiations with data vendors and start experimenting with new signals in your decision flows through Taktile's off-the-shelf integrations. Taktile empowers you to build and adjust decision flows that combine complex rules and predictive models, without writing any code. Taktile enables you to assess the impact of a new decision flow before setting it live and serves as a central hub for teams to collaborate and sign off on decision flows. Taktile offers data and performance insights so that you can optimize your decisioning based on evidence rather than instinct. Easily design rich decision flows using pre-built no-code blocks such as rules and decision tables as well as free-form Python code. Infuse your decisions with model predictions by using Taktile's native machine learning platform or integrations with cloud ML tools. Leverage new signals in your decision flow and experiment with alternative data from one of Taktile's off-the-shelf integrations.
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Product Details
Platforms Supported
SaaS
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