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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26 solutions · page 1 of 3
vertex-ai-agent-mesh-for-smb-multi-channel-marketing
Small marketing teams spend days bouncing between copy drafting, compliance checks, and channel posting. Without orchestration, brand voice slips and publishing deadlines get missed because no one agent owns the full workflow.Coordinate a mesh of AI agents that draft, review, and publish marketing content across channels — gated by automated confidence scores.
agnostic-recruiter-interview-coordinator-agent
A recruiting coordinator at a 10-person firm juggles 40+ interview requests per week, each requiring alignment of candidate availability with 3-5 panelists. Manual email ping-pong causes delays, double-bookings, and lost candidates. The firm can't afford a full scheduling tool. The coordinator needs an agent that handles the entire negotiation and sends calendar invites.Auto-schedule panel interviews across candidate and 5 panelists, no back-and-forth.
agnostic-no-show-chase-agent
The studio manager spends 30 minutes every morning texting clients who no-showed or late-canceled yesterday. They have to manually check the booking system, compose a message, and decide whether to charge a fee or offer a makeup class. This inconsistent enforcement frustrates regulars and fails to recoup lost revenue. Without automation, the studio bleeds class capacity and staff morale drops.Automate late-cancel and no-show follow-ups with personalized reschedule offers and penalty enforcement.
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.
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.
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.
anthropic-code-sandbox-for-gitlab-smb-issue-auto-resolution
SMB development teams drown in routine bug reports and feature requests. Manually assigning, coding, and testing small fixes eats hours that should go to feature work, while issues sit unresolved and customers wait.An AI coding agent that automatically suggests fixes for reported GitLab issues, runs code in a sandbox, verifies the solution, and opens a merge request.
agnostic-prior-auth-agent
A dental or optometry clinic's billing specialist spends up to 25 minutes per prior-authorization request, manually filling payer-specific forms. Each payer requires different fields, and errors cause rework and delays. With 10-20 requests per day, this consumes 4-8 hours of staff time, delaying care and increasing administrative costs. The specialist needs a tool that auto-fills forms from the EHR and submits them via payer portals.Cut prior-auth processing from 25 minutes to under 2 minutes per request.
xai-grok-agent-mesh-for-small-business-customer-support
Small business support teams are overwhelmed by repetitive Tier‑1 questions across email and chat, leading to slow response times and high agent turnover. Simple keyword filters can’t handle ambiguous requests like “I have a problem with my bill and my service is down.”A mesh of AI agents handles billing, tech support, and account inquiries — routing each customer message to the right specialist using the Grok model.
databricks-agent-mesh-for-small-business-workflow-automation
Small businesses use multiple disconnected AI agents for different tasks—order tracking, support, and data analysis—but lack a unified orchestration layer to route requests and share context, leading to inconsistent experiences and manual handoffs.A multi-agent routing mesh powered by Databricks models that coordinates specialized agents for order processing, customer service, and analytics for small businesses.
mistral-ai-lead-intake-for-marketo-lead-qualification-routing
Marketing‑qualified leads from Marketo often sit unworked because they’re not scored or routed quickly, especially in lean SMB teams.Automatically qualify and route Marketo leads using AI, ensuring high‑intent prospects reach the right rep instantly.
anthropic-lead-intake-for-pipedrive-smb-lead-enrichment
Small sales teams waste time manually researching new leads from Pipedrive, often missing high-intent opportunities buried in generic web form submissions.Automatically enrich and qualify inbound Pipedrive leads with AI, then route to the right salesperson based on fit score.