Local AI & automation · Toledo, Ohio
Custom hardware, locally served models, and software that connects to your work. We help businesses in Northwest Ohio plan and build their own AI systems.
Work directly with Chris, founder of Black Swamp AI.
Rooted in Northwest Ohio.
Built around your work.
Connect Lago, Medusa, OpenObserve, StudioCMS, and Twenty CRM to n8n. Explore the integrations and ready-to-adapt examples from our creator profile.
Browse nodes & workflows ↗This workflow captures consultation requests from an n8n Form, logs the raw submission in Twenty CRM, normalizes and scores the lead, deduplicates Companies by website and People by work email, and creates follow-up tasks.
Explore the workflow ↗This workflow triggers on selected OpenObserve alerts, queries nearby logs for context, redacts sensitive fields, suppresses duplicate notifications with a cooldown, and sends an enriched incident payload to Novu responders.
Explore the workflow ↗This workflow receives AI token usage via a webhook, estimates the prepaid cost and projected credit balance in Lago, records the usage as a Lago event, and returns a receipt that warns when credits are at or below a configurable threshold.
Explore the workflow ↗This workflow receives a product-launch webhook from a PIM, upserts the product in Medusa by handle, assigns it to a category and collection, publishes it to a sales channel, and returns a JSON response describing the action taken.
Explore the workflow ↗From choosing local AI hardware to automating the steps between your business applications.
Custom AI systems for your office: hardware selection, local model deployment, and connections to your documents and software.
n8n workflows and custom integrations for moving records, processing documents, and coordinating work across applications.
Custom n8n nodes for internal APIs and business systems, developed privately and deployed into your self-hosted n8n environment.
Help choosing a use case, evaluating models and tools, and defining a build or pilot that fits your budget.
We build and run our own systems, alongside the integration projects we publish.
Meet Chris ↗Our local AI setup includes dual AMD Radeon AI PRO R9700 GPUs and an AMD Ryzen AI Max+ 395 system. We use vLLM for language-model serving, run image and video models locally, and have experience serving LLMs on Apple Silicon Mac Studios.
Our development setup informs how we approach each project. A business build is scoped around its own workloads, users, and data requirements.
Connect log events, queries, and alert-driven workflows.
View the integration ↗NotificationsBuild notification workflows with Novu.
View the integration ↗Billing & meteringConnect usage events, subscriptions, and billing workflows.
View the integration ↗CommerceWork with products, inventory, orders, and fulfillment.
View the integration ↗Content managementManage CMS pages, folders, categories, and tags.
View the integration ↗Customer recordsConnect CRM records, custom fields, and signed events.
View the integration ↗Business intelligenceConnect business search and asynchronous research data.
View the integration ↗AnalyticsQuery web analytics, traffic sources, and revenue metrics.
View the integration ↗Published packages and integrations in development. See each page for current availability, installation, compatibility, and source details.
Detailed comparisons and implementation guidance for local AI and n8n.
Read every article ↗Compare model capacity, generation speed, power, maintenance, and long-term flexibility for two practical local AI systems.
Read the guide ↗n8nA practical look at hosting choices, editions, maintenance, licensing boundaries, and what businesses actually need.
Read the guide ↗n8nHow models, tools, memory, controls, and human approval fit together in a production-minded agent workflow.
Read the guide ↗Tell us what you want the system to do, the tools involved, and what you have in mind for a budget.