Solutions
Production-grade solutions that turn our open-source packages into deployable AI systems for specific business problems. Pick one, follow the DIY tutorial to see how it's done, download the examples and deploy them on your own infrastructure — for free — or tell us which ones you want customized and deployed.
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9 solutions
cohere-document-pipeline-for-bigcommerce-smb-order-processing
Small e-commerce merchants on BigCommerce waste hours manually transcribing orders from emailed PDFs and scan attachments into the platform, leading to data entry errors and delayed fulfillment.Automatically scan and process emailed purchase orders and quote requests into BigCommerce, cutting order entry time from minutes to seconds.
agnostic-return-reason-agent-2
A Shopify store owner receives dozens of return requests daily, each requiring manual review to determine if the item is defective, wrong size, or buyer's remorse. The owner must then decide whether to refund, replace, or offer store credit, consuming hours of time that could be spent on growth. This manual process is error-prone and inconsistent, leading to customer frustration and lost margin.Automatically classify return reasons and trigger refund/replace decisions without human review.
agnostic-pre-purchase-fit-agent
A WooCommerce merchant loses sales every night because shoppers have sizing or material questions that go unanswered. The owner or a single contractor handles support during business hours, but after-hours inquiries often result in abandoned carts. Returns due to wrong fit are the #1 cost driver, yet the merchant has no way to proactively guide customers to the right size.Answer product-fit questions 24/7 using AI trained on your catalog and return data.
perplexity-competitive-intelligence-for-e-commerce-smbs
SMB e-commerce owners manually check competitor websites, social media, and newsletters, wasting hours each week and missing timely threats.Automatically tracks competitor pricing, product changes, and marketing moves to generate daily briefs for small e-commerce businesses.
perplexity-pii-shield-for-smb-e-commerce-support-chat
E‑commerce support teams use Perplexity to generate reply drafts from chat transcripts that often contain credit card numbers, addresses, and phone numbers. Sending raw PII to a third‑party AI risks compliance violations and erodes customer trust.Redact customer PII from support chats before sending to Perplexity for AI drafting, ensuring GDPR and PCI compliance out‑of‑the‑box.
anthropic-rag-product-desc-generator-for-bigcommerce-smb-sellers
Small e-commerce businesses on BigCommerce spend hours writing product descriptions, often copying competitors or using thin content, resulting in poor search rankings and low conversions.Generate SEO-optimized product descriptions at scale using your existing BigCommerce catalog and Anthropic's Claude.
agnostic-behavioral-email-trigger
The marketing contractor at a $3M WooCommerce store relies on a fixed weekly email schedule, missing opportunities to re-engage shoppers who abandon carts or browse specific categories. Without behavioral triggers, they waste budget on irrelevant campaigns and fail to convert high-intent visitors. The contractor has no time to manually monitor analytics and set up complex automation rules. This results in lost revenue and a poor ROI on email marketing spend.Send personalized emails based on real-time browsing and cart behavior, not calendar dates.
agnostic-return-reason-agent
The operations manager at a $5M DTC brand spends 3+ hours daily manually reviewing return reasons and applying store policy to decide refunds, replacements, or RMAs. This delays processing and frustrates customers who expect instant resolution. The manual process also leads to inconsistent decisions, eroding trust and increasing chargebacks. Margin pressure means every minute of human support cuts into already thin profits.Automate refund/RMA decisions from return reasons in seconds, not hours.
anthropic-knowledge-agent-for-shopify-product-qa
SMB store owners field repetitive product questions from website visitors, but current chatbots are either generic or require heavy manual setup. The existing support burden grows with catalog size and seasonal traffic spikes.A conversational AI assistant that answers customer questions about products, inventory, and orders using live data from a Shopify store.