The Problem

Returns don't happen suddenly; they build up as patterns. RiskIQ predicts these patterns before they turn into financial loss. The challenge is that sellers react only after return spikes happen, defects silently repeat across batches, and negative sentiment grows unnoticed.

Future risks remain invisible until it's too late, costing businesses millions in preventable returns and damaged reputation.

• Sellers react only after return spikes happen
• Defects silently repeat across batches
• Negative sentiment grows unnoticed
• Future risks remain invisible

What RiskIQ Does

RiskIQ predicts future return spikes for 7, 30, and 90-day windows, detecting defect trends early before they escalate. We alert you to rising negative sentiment and find vulnerable products and risky batches before they impact your bottom line.

Our platform produces real-time risk scores per product, giving you a clear view of which items need immediate attention and which are performing well.

• Predicts future return spikes (7, 30, 90 days)
• Detects defect trends early
• Alerts rising negative sentiment
• Finds vulnerable products and risky batches
• Produces real-time risk score per product

Our Innovation

RiskIQ uses predictive CAM modeling using historical defects to forecast future problems. Our sentiment-return fusion model combines emotional signals with return patterns, while batch-level anomaly detection catches manufacturing issues early.

We simulate future complaints based on current trends and segment products into risk tiers (Low/Med/High), making it easy to prioritize your response and allocate resources effectively.

• Predictive CAM modeling using historical defects
• Sentiment-return fusion model
• Batch-level anomaly detection
• Future complaint simulation
• Risk-tier segmentation (Low/Med/High)

Why RiskIQ

RiskIQ gives sellers a 360° warning system before revenue is impacted. By predicting problems before they escalate, you can take proactive action to prevent returns, fix defects, and protect your brand reputation.

Our platform transforms reactive crisis management into proactive risk prevention, saving you money and protecting your customer relationships. We show you not just what's happening now, but what's coming next.

• Predict return spikes up to 90 days in advance
• Catch batch defects before they spread
• Get early warnings on sentiment shifts
• Prioritize high-risk products for immediate action
• Prevent revenue loss through proactive intervention
• Protect brand reputation by addressing issues early

Ready to Predict and Prevent Risks?

Start forecasting your product risks today with RiskIQ

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