AI, business and practical implementation.
Guides, practical frameworks and our editorial archive. New guides appear by publication date; archive articles are ordered by relevance to our services.
158 articles
Your first AI project should be small. And specific.
The best starting point is a task you can describe, review and measure.
Read article +Prompt EngineeringA good prompt is a clear brief.
Define the task, data, constraints and output format before asking AI to get to work.
Read article +AI AgentsA useful AI agent knows when to stop.
A clear purpose, reliable sources and defined limits make an assistant more useful in practice.
Read article +Prompt EngineeringAI automation that holds up in practice: process before prompts
An AI tool can make a poor process faster and a good workflow more consistent
Read article +AI Knowledge SystemsKnowledge bases for AI assistants: quality begins before the model
An AI assistant cannot answer consistently when internal knowledge is contradictory, outdated or scattered across files without owners
Read article +AI ConsultingHow to test an AI tool before buying it
An AI demonstration usually shows a tool at its best
Read article +AI AutomationEvaluation sets for AI workflows: measuring improvements and regressions
An AI workflow may appear better after a prompt or model change because the team tested only easy examples
Read article +AI Marketing & EcommerceAI and brand voice: an editorial workflow that keeps people accountable
Using generative AI to write is easy
Read article +AI ConsultingAI policies for small teams: rules that fit on one page
An AI usage policy need not be a lengthy document nobody opens
Read article +AI AgentsAn authority matrix for AI agents: suggesting, preparing and executing
“The agent can do it” conceals three different levels of authority
Read article +AI AgentsWhen AI should stop: escalation boundaries before autonomy
Automation matures by knowing when it must not continue alone, rather than by removing every person
Read article +Prompt EngineeringPrompt input contracts: what must hold before an AI task runs
Many failures attributed to the model originate in poor inputs
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