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.
Filtering by
13 solutions · page 1 of 2
anthropic-security-guardrails-for-microsoft-teams-smb-communication
SMBs adding AI assistants to Microsoft Teams face immediate risks: a malicious prompt injection could exfiltrate customer data, unredacted PII could violate GDPR, and toxic replies could harm brand trust—all because there’s no safety net between the Teams chat and the LLM.Real‑time PII redaction, prompt‑injection defense, and toxic‑content blocking for AI chat agents embedded in Microsoft Teams, keeping SMB conversations safe and compliant.
databricks-ai-spend-control-for-budget-conscious-smbs
SMBs deploying Databricks-powered AI agents face unpredictable LLM costs that can spiral, especially when agents handle fluctuating request volumes. Without automated spend controls, they risk overspending or service disruption.Enforce per-agent LLM budgets and automatically downgrade models when costs exceed thresholds to keep SMB AI operations within budget.
agnostic-no-show-recovery-voice-agent
A front-desk receptionist at an urgent care or mental health clinic manually calls or texts each no-show patient, often leaving voicemails that go unanswered. This process takes 10-15 minutes per patient and fails to rebook most appointments. With 10-20 no-shows daily, the clinic loses revenue and staff time. The receptionist needs an automated system that calls patients, understands their availability, and rebooks directly into the scheduling system.Automate appointment no-show recovery with AI voice calls that rebook in under 30 seconds.
agnostic-vertical-safety-guardrails-2
As a compliance officer at a vertical SaaS provider, you must ensure that AI features adhere to industry-specific regulations like HIPAA for vet-tech or PCI for restaurant-tech. Off-the-shelf guardrails are too generic and don't map to your vertical workflows. You need a way to define and enforce safety policies per tenant, with observability into violations. Your current approach relies on manual reviews, which doesn't scale.Enforce HIPAA, PCI, or other compliance rules per tenant with customizable guardrails.
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.
vllm-agent-mesh-for-e-commerce-order-management
Small online retailers manually handle repetitive customer queries about order status, shipping updates, and return policies. Delegating these tasks to a single LLM agent leads to context‑lost handoffs and inconsistent responses.A multi-agent system that handles order inquiries, shipment tracking, and returns for SMB e‑commerce stores, powered by a vLLM‑hosted model and orchestrated with REAA agent-mesh.
perplexity-security-guardrails-for-okta-smb-identity-protection
SMBs that let employees use AI assistants for IT tasks risk exposing sensitive Okta data (names, emails, tokens) or allowing injection attacks that could lock out users or escalate privileges.A guardrail layer that inspects every AI‑driven Okta operation for PII leaks and prompt injection before it touches your identity fabric.
openai-knowledge-agent-for-confluence-smb-internal-wiki
Small businesses store SOPs, policies, and tribal knowledge in Confluence, but employees waste hours searching across spaces. The built‑in search is keyword‑based and misses the context of real questions.A natural‑language Q&A bot that indexes Confluence spaces and delivers instant answers to employee questions.
agnostic-no-show-enforcement-agent
A studio manager spends hours each week manually texting members who no-show or late-cancel, trying to enforce cancellation policies. Inconsistent follow-up means many members skip fees, hurting revenue. The manager needs a reliable system that detects missed classes, applies policy, and sends reminders without manual effort.Chase no-shows and late cancels automatically, reducing revenue leakage.
google-gemini-security-guardrails-for-smb-healthcare-pii-redaction
Small healthcare providers using AI chatbots for patient intake risk exposing protected health information (PHI) to LLM APIs—a HIPAA violation that can result in severe fines and loss of trust.Automatically detect and redact PHI from patient messages before they reach the LLM, helping small clinics stay HIPAA‑compliant.
mistral-ai-security-guardrails-for-square-payment-dispute-resolution
SMBs struggle to respond to payment disputes quickly, risking chargeback losses, but AI-driven responses must be safe and compliant.AI agent drafts responses to Square payment disputes while guardrails prevent unauthorized actions and redact PII, using Mistral and REAA’s guardrail chain.
vertex-ai-code-sandbox-for-quickbooks-financial-modeling
Small business owners using QuickBooks can't easily perform ad-hoc financial analysis—like cash flow forecasting or expense categorization—without hiring a data analyst or learning complex spreadsheet formulas. Off-the-shelf chat tools either hallucinate numbers or lack safe access to live financial data.Ask conversational questions about your QuickBooks data and get safe, sandboxed code execution that generates answers with spend controls.