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.
265 solutions · page 1 of 23
anthropic-multi-agent-handoff-for-clio-smb-legal-case-management
Small law firms receive client inquiries across email and web; manually logging them in Clio, drafting initial replies, and assigning the right attorney consumes hours of non‑billable time.A multi‑agent system that triages client messages, drafts initial legal responses, and updates Clio case records with automation.
anthropic-document-pipeline-for-square-smb-receipt-extraction
Small businesses using Square accumulate hundreds of digital receipts that must be manually entered into accounting or expense trackers, leading to delays, errors, and lost deductions.Automatically extract line items, totals, and vendor info from Square receipts and push structured data to accounting systems.
xai-grok-lead-intake-for-mailchimp-smb-email-marketing
SMBs rely on generic contact forms that dump leads into a single email inbox. There is no real‑time qualification, no tagging, and no immediate segmentation for email nurturing, causing lost opportunities.Capture website leads, qualify them with xAI Grok, and automatically sync to Mailchimp audiences without manual sorting.
agnostic-receipt-classifier-agent
A bookkeeper at a 3-person CPA firm spends 10+ hours per week manually sorting client receipts forwarded via email or upload. Each receipt must be reviewed to identify the vendor, extract the amount, and assign the correct GL category. During tax season, this backlog balloons, causing overtime and errors. The bookkeeper needs a way to automate this drudgery so they can focus on reconciliations and client advisory.Eliminate manual receipt categorization with an AI agent that extracts vendor, amount, and GL category from client uploads.
openai-1099-collection-agent
A CPA firm owner dreads January each year because they must manually classify every contractor as 1099-NEC or non-reportable, chase down missing W-9s via email, and prepare filings. With dozens of clients and hundreds of contractors, the process is error-prone and stressful. The owner needs an automated system that classifies contractors based on payment data, sends polite W-9 requests, and tracks completion to ensure timely filing.Automate contractor classification, W-9 requests, and 1099-NEC generation to end the annual scramble.
openrouter-budget-guardrails-for-bigcommerce-smb-customer-support
BigCommerce merchants running AI-powered customer support chatbots face unpredictable LLM costs, risking budget overruns. Without real-time spend governance, a traffic spike can lead to surprise bills.A cost-control layer that enforces budget limits, routes to cheaper models when needed, and tracks spending for BigCommerce support chatbots.
databricks-voice-agent-for-after-hours-property-maintenance-intake
Small property management businesses lose tenants when maintenance requests go unanswered after hours. An automated voice system can take calls, but generic IVRs frustrate callers without understanding the issue context or creating actual work orders.A voice agent that handles after-hours property maintenance calls, classifies requests, and creates work orders in AppFolio.
cohere-knowledge-agent-for-postgresql-backed-financial-analytics
SMB finance teams waste hours querying SQL databases manually for transaction details, cash flow patterns, and expense trends. Existing BI tools require technical expertise, leaving non-technical staff reliant on ad-hoc data pulls.A conversational knowledge agent that answers financial questions by querying a PostgreSQL-backed knowledge base with semantic caching.
databricks-agent-mesh-for-stripe-dispute-response-automation
Small e-commerce businesses lose thousands in chargeback disputes due to slow, manual evidence gathering and missed deadlines, leading to lost revenue and increased fees.Automate chargeback evidence collection, rebuttal generation, and human review routing for SMB e-commerce merchants.
perplexity-security-guardrails-for-quickbooks-online-invoice-processing
SMBs are eager to use AI to categorise invoices, detect duplicates, and flag anomalies from QuickBooks Online, but fear leaking sensitive vendor and customer PII or having the model hallucinate unauthorised posting actions.Wrap every Perplexity‑powered invoice classification with PII redaction, financial policy enforcement, and full audit trails — so SMBs safely automate QuickBooks Online workflows.
vertex-ai-voice-agent-for-buildium-maintenance-requests
Property management companies using Buildium lose after‑hours calls from tenants reporting leaks or HVAC failures. Manual entry into Buildium is slow, and missed requests lead to unhappy tenants and damage escalation.A 24/7 voice receptionist that authenticates tenants, creates work orders in Buildium, and provides real‑time status updates — so property managers never miss a maintenance call.
mistral-ai-code-sandbox-with-approval-gates-for-smb-data-teams
Small businesses want to let non-engineers use natural language to run data analyses, but fear untrusted code execution, runaway costs, and compliance risks. No off-the-shelf tool offers human-in-the-loop gating with fine-grained spend controls.Let business analysts run analytical Python scripts generated by an LLM, with mandatory human approval before execution and full audit trails.