{"slug": "clawback-using-gemma-4-to-help-indian-exporters-recover-their-share-of-us-tariff", "title": "ClawBack: Using Gemma 4 to Help Indian Exporters Recover Their Share of US Tariff Refunds", "summary": "A developer built ClawBack, an AI-powered platform that uses Gemma 4 to extract data from invoices, price-revision emails, and bank receipts so Indian exporters can identify and recover US tariff costs they absorbed. Extracted information is verified and passed through a deterministic calculation engine rather than an LLM for financial math, producing an absorption ledger and claim/negotiation package.", "body_md": "ClawBack is an AI-powered platform built to help exporters understand and recover tariff costs they may have absorbed. It uses Gemma 4 to extract important information from invoices, price-revision emails, bank receipts, and other documents, turning scattered business records into structured evidence.\n\nThe extracted information is then verified and processed through a deterministic calculation engine, rather than relying on an LLM for financial calculations. ClawBack calculates the potential amount recoverable and organizes the evidence into an absorption ledger and claim/negotiation package, making it easier for exporters to understand what they are owed and negotiate with buyers.", "url": "https://wpnews.pro/news/clawback-using-gemma-4-to-help-indian-exporters-recover-their-share-of-us-tariff", "canonical_source": "https://dev.to/cbaiu4cps25057/clawback-using-gemma-4-to-help-indian-exporters-recover-their-share-of-us-tariff-refunds-3h12", "published_at": "2026-10-08 10:39:53+00:00", "updated_at": "2026-10-08 10:49:04.219897+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "ai-tools", "generative-ai"], "entities": ["ClawBack", "Gemma 4", "India"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/clawback-using-gemma-4-to-help-indian-exporters-recover-their-share-of-us-tariff", "markdown": "https://wpnews.pro/news/clawback-using-gemma-4-to-help-indian-exporters-recover-their-share-of-us-tariff.md", "text": "https://wpnews.pro/news/clawback-using-gemma-4-to-help-indian-exporters-recover-their-share-of-us-tariff.txt", "jsonld": "https://wpnews.pro/news/clawback-using-gemma-4-to-help-indian-exporters-recover-their-share-of-us-tariff.jsonld"}}