AI glossary
Clear answers to the AI terms business owners actually ask about, no hype, no jargon for its own sake.
AI readiness assessment
An AI readiness assessment is a short, paid review of where AI can help a business. It maps time consuming workflows, checks data constraints, and ranks the best automation opportunities. The result is a written plan the business can use with anyone. Parker AI completes this in about one week for $950, credited toward later work.
AI implementation consultant
An AI implementation consultant builds and deploys AI inside a business. The work includes choosing worthwhile workflows, connecting real systems and data, configuring tools securely, and training the team. The deliverable is working software and adopted tools, not only strategy. At Parker AI, the person who scopes the work also builds it.
Workflow automation for small business
Workflow automation uses software to run repetitive steps such as pulling data, formatting reports, sorting documents, and moving information between tools. The goal is to return time to staff for work that needs judgment. Good automation runs on the business's accounts, comes documented, and can be maintained by someone else.
Fractional AI implementation
Fractional AI implementation gives a business ongoing access to an experienced builder for a flat monthly price. It suits teams with real automation work but not enough to justify a dedicated role. Parker AI offers monthly plans that can be canceled anytime, and the client owns everything built.
Business process automation (BPA)
Business process automation uses software to run a process from start to finish with little manual work. An invoice might be read, matched, filed, and summarized automatically. Unlike a simple shortcut, it handles the connections between systems where work often breaks. Careful integration and error handling are essential.
AI pilot project
An AI pilot is a small project that solves one measurable problem before a larger commitment. It has a written success target, fixed price, and short timeline. The result shows whether the idea is worth expanding. Parker AI quotes pilots after a free call and includes a 30 day repair warranty.
Local AI model
A local AI model runs on hardware the business controls instead of sending prompts to a cloud model. It can keep prompts and outputs inside an approved environment when the surrounding software and network are configured correctly. The tradeoff can be more operating effort or lower capability. An assessment helps determine whether local or cloud tools fit the workflow.
Human in the loop
Human in the loop means a person reviews or approves an AI system's output before it takes effect, rather than letting the AI act unsupervised. It's the main guardrail against confidently wrong AI output reaching a customer, a payment, or a legal document. The right design automates the repetitive work while keeping a human checkpoint exactly where a mistake would be costly. A short written rule for what must never be automated without a human check is a standard part of responsible AI adoption.
Not sure which of these applies to you?
That's exactly what a free discovery call or the $950 assessment is for.