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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8 solutions
agnostic-review-response-agent-4
The owner or general manager of a 1-5 location independent restaurant spends hours each week manually crafting responses to Yelp, Google, and TripAdvisor reviews. Responses are often delayed, inconsistent in tone, or skipped entirely, damaging the restaurant's online reputation. With thin margins and a lean team, there's no budget for a dedicated marketing person. The GM needs a way to automatically generate appropriate, on-brand replies that maintain a positive presence without adding to their administrative burden.Never miss a Yelp or Google review again with consistent, on-brand replies.
anthropic-receipt-to-expense-automation-for-smb-bookkeeping
Small businesses still waste hours manually typing receipt data into accounting software. Off‑the‑shelf OCR misses varied layouts and handwritten notes, and poorly formatted LLM outputs break downstream automation.Extract line items from receipts and PDF invoices using Anthropic, repair malformed outputs, and log costs – all within a simple Express API an SMB can deploy in minutes.
google-gemini-bank-statement-extraction-for-smb-accounting
Small accounting firms spend hours manually keying paper bank statements and receipts into accounting software. Existing OCR tools produce unstructured text, and template-based parsers break with every minor layout change.Upload scanned bank statements and receipts, automatically extract line-item transactions with Gemini, and output categorized accounting entries ready for QuickBooks or Xero.
azure-ai-document-pipeline-for-smb-medical-claim-processing
Small medical practices and billing companies manually extract data from Explanation of Benefits (EOB) documents and insurance claims, leading to errors, delays, and high administrative costs.Ingest EOBs and insurance claims from PDFs, repair malformed LLM outputs, and route low-confidence extractions for human review—all with cost-aware caching.
xai-grok-invoice-extraction-for-quickbooks-smbs
Small businesses receive hundreds of invoices in PDF format that need to be manually entered into QuickBooks; existing OCR is brittle and expensive, and LLMs sometimes produce unparseable JSON.Extract structured invoice data from PDFs using xAI Grok, with automatic repair of malformed LLM output and cost monitoring.
azure-ai-document-pipeline-for-sage-intacct-invoice-automation
SMBs manually re‑key paper and PDF invoices into Sage Intacct, a slow, error‑prone process that delays month‑end close and leads to mis‑posted transactions.Turns uploaded PDF invoices into structured Sage Intacct AR entries, using Azure OpenAI extraction and REAA repair to eliminate manual data entry.
agnostic-deposition-prep-summarizer
A paralegal at a small plaintiff litigation firm spends countless hours reading through deposition transcripts to extract key facts, contradictions, and important testimony for trial prep. This manual summarization is not billable and often delays case strategy meetings. The paralegal feels overwhelmed by the volume of transcripts and fears missing critical details. They need a tool that can automatically generate accurate, organized summaries with citations to the original transcript.Turn hours of deposition transcripts into concise summaries in minutes, saving paralegal time.
vertex-ai-invoice-extraction-for-smb-accounting
Small business owners waste hours each week manually entering invoice data into QuickBooks. Off-the-shelf OCR tools produce messy, unstructured text that still requires fixing, and generic AI pipelines fail when formats vary.Turn stacks of invoices and receipts into clean QuickBooks transactions with Vertex AI document parsing and structured repair, reducing manual data entry to zero.