Product Roadmap

Transparency in what we've built, what we're building, and where we're headed.

Phase 1-2

Launched

Bayesian Fraud Scoring

39 calibrated signals with likelihood-ratio math. Score = actual fraud probability.

CE 3.0 Evidence Collection

Automated Visa Compelling Evidence 3.0 data capture with device fingerprinting.

IPQS Integration

IP reputation, email validation, and transaction scoring for Growth+ plans.

Customer Risk Profiles

Persistent risk intelligence across orders — timeline, signal heatmap, geography.

Real-Time Dashboard & Analytics

Risk distribution, order trends, signal effectiveness, geographic analysis.

Weekly Intelligence Reports

Automated email summaries of fraud landscape, risk trends, and actions taken.

Win Back Recovery

Automated chargeback dispute assistance at 20% fee (vs 25% industry standard).

Device Fingerprinting

Shopify Theme App Extension captures stable device IDs for CE 3.0 evidence.

Phase 3

In Progress

Marketing Website

You're looking at it. Public-facing site with interactive pricing calculator.

Security Audit

Comprehensive review of auth flows, data handling, webhook verification.

CI/CD Pipeline

Automated testing, linting, and deployment via GitHub Actions.

Shopify App Store Submission

App listing preparation, review checklist, and submission.

Phase 4-5

Coming Soon

AI Dispute Letters

Claude AI generates narrative evidence documents for chargeback responses.

Pre-Purchase Behavior Tracking

Shopify Web Pixels API for session analytics before order placement.

Ethoca/CDRN Alerts

Real-time chargeback alerts before they impact your account.

ML Model Training

Logistic regression on 12+ months of SignalSnapshot data to refine scoring.

Phase 6+

Future

WooCommerce Plugin

WordPress plugin with webhook integration. Core scoring engine is already platform-agnostic.

Stripe Integration

Direct Stripe webhook support for non-Shopify merchants.

Advanced ML (Gradient Boosting)

With 18-24 months of labeled data, upgrade from logistic regression to ensemble models.

Merchant Network Intelligence

Anonymous cross-merchant fraud signals for the entire ShieldCommerce merchant network.

Want to shape the roadmap?

Install ShieldCommerce and share your feedback. Early merchants influence priority directly.

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