Lightweight · Flexible · API-First

Decision Dragon

A lightweight, flexible deployment platform for AI/ML model scoring and policy execution. Build rules, deploy strategies, and run real-time decisioning — without writing code.
What is Decision Dragon? Deploy smarter decisions, faster.

Decision Dragon eliminates the bottleneck between model development and production deployment. Risk and operations teams can build rule-based strategies, configure multi-outcome decision trees, and deploy live scoring APIs — all through an intuitive interface with minimal IT involvement. Works standalone or as the deployment layer for Model Dragon 2.0.

Capabilities Everything you need to operationalise decisions Six integrated capabilities covering the full deployment lifecycle — from strategy design to live API scoring.
🗂️

Project Management

Organise your decisioning work into projects. Each project contains its own strategies, configurations, and deployments — keeping Auto Loan, Personal Loan, and Card policies cleanly separated.

📋

Rule & Tree Based Strategy Builder

Define decision rules using a point-and-click interface or a visual decision tree. Set conditions, assign treatments (Approve, Reject, Review, Counter-Offer), and drag to reorder by priority. No SQL, no code.

🔀

Workflow Designer

Build preprocessing workflows with JSON inputs and custom expressions. Derive variables like Debt-to-Income, LTV, Tier, and MaxLTV before strategies are evaluated — all visually.

🌿

Visual Decision Tree

Configure multi-outcome decision trees — Approve, Reject, Review — across versioned configurations. Draft, test, and promote configurations independently without affecting live deployments.

⚙️

Treatments Configurator

Define reusable treatment outputs including choice sets (Approved/Rejected/For Review/Counter-Offer) and expression-based values like dynamic rate calculations tied to vehicle category or loan tier.

🚀

API Deployment Manager

Deploy strategies as live REST POST endpoints across Dev, UAT, and Production environments. Bulk test deployments, monitor running status, and manage versions — all from a single interface.

See it in action A platform built for risk teams Real screenshots from Decision Dragon — showing what your team will actually use day to day.
Projects dashboard

Project Dashboard

Organise strategies, configurations, and deployments by product line — Auto Loan, Personal Loan, Credit Card, and more.

Strategy builder

Rule-Based Strategy Builder

Build prioritised rule sets with conditions and treatments. Drag to reorder. Test before deploying. Multiple strategy versions side by side.

Decision tree configuration

Decision Tree Configuration

Visual Approve/Reject/Review decision trees with Draft and Deployed configuration versioning. Promote when ready.

Workflow designer

Workflow Designer

Preprocess inputs visually — define custom expressions for derived variables like DebtIncome, LTV, and Tier before strategy evaluation.

Treatments configurator

Treatments Configurator

Define reusable output treatments — from simple choice sets to complex expression-based rate calculations.

Deployment manager

Deployment Manager

Deploy strategies as REST APIs across Dev, UAT, and Production. Monitor status, bulk test, and manage versions in one place.

How it works From strategy design to live API in minutes
1

Create a project

Organise your work by product or use case — Auto Loans, Personal Loans, Credit Cards. Each project has its own strategies, configurations, and deployment environments.

2

Design your workflow

Use the visual Workflow Designer to define JSON inputs and derive calculated variables — Debt-to-Income ratio, LTV, borrower tier — before your strategy rules run.

3

Build your strategy

Choose between a rule-based strategy (prioritised conditions and treatments) or a tree-based strategy (visual decision tree). Test before going live.

4

Configure your decision tree

Assemble strategies into a multi-outcome decision tree — Approve, Reject, Review. Save as a Draft configuration and test before promoting to Deployed.

5

Deploy as a live API

Push your configuration to a REST POST endpoint across Dev, UAT, or Production. Monitor status, bulk test with sample payloads, and manage versions — all from the Deployment Manager.

Use cases Built for every credit decision Decision Dragon is used across lending products and risk functions by banks, credit unions, and fintechs.
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Credit Underwriting

Automate approve/reject/review decisions for personal loans, auto loans, credit cards, and mortgages using model scores and bureau attributes.

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Limit & Rate Assignment

Set dynamic credit limits and interest rates based on borrower tier, LTV, and risk score — with expression-based treatments that update automatically.

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Champion-Challenger

Run multiple strategy versions simultaneously. Compare outcomes across configurations and promote the winner — without downtime or IT tickets.

⚠️

Fraud & Risk Rules

Deploy real-time fraud detection rules alongside credit decisioning. Combine model scores with bureau flags and behavioural signals.

📊

Collections Strategy

Automate collections treatment assignment — early intervention, payment plan, or legal action — based on delinquency bucket and outstanding balance.

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LOS & CRM Integration

Connect Decision Dragon to your Loan Origination System or CRM via REST API. Real-time scoring with sub-second response times.

Pricing Flexible pricing for every team

Decision Dragon is priced based on deployment scale and usage. Whether you are a single-product fintech or a multi-product bank, we have a model that fits. Contact us for a tailored quote — we will scope it to your specific number of strategies, environments, and API call volumes.

Get a custom quote Works standalone or as part of the Model Dragon 2.0 + Decision Dragon bundle.
Ready to deploy smarter decisions?

Talk to us about a free proof-of-concept. No commitment required.