AI Agent or AI Employee: Which Business Workflow Should Come First?
The difference between a chatbot, AI assistant, fixed automation, and AI employee, plus a framework for choosing bounded first work.
Read the guideGIMMI / BLOG Knowledge you can put to work
AI agents and workflow automation, without the noise.
Practical guides to the difference between AI agents and AI employees, connecting them to existing tools, and measuring the work they complete.
START HERE Begin with the work
Six guides. One clear question at a time.
No unnecessary jargon and no promises you cannot verify. Each guide breaks one business decision into steps you can apply and measure, from choosing a workflow and operating model to lead follow-up and system permissions.
How Do You Connect an AI Agent to WhatsApp, CRM, and a Calendar?
Move information from WhatsApp to CRM and calendar, then back to the team, under approved permissions and human handoff rules.
Read the guideHow Do You Measure ROI for AI Workflow Automation?
Build a baseline and measure completed work, cost, time, quality, and risk before and after AI automation.
Read the guideManaged AI Agent or In-House Build: How Do You Choose?
Compare ownership, knowledge, integrations, testing, and maintenance before choosing who will build and operate the agent.
Read the guideAI Sales Agents: How Do You Follow Up Leads and Hand Off to a Person?
Lead states, follow-up rules, stop conditions, and a context-rich handoff to sales.
Read the guideAI Agents for ERP and CRM: How Do You Set Permissions?
Limit accounts, data, and actions; begin with reading; and assess each expansion separately.
Read the guideWant to find the right workflow for your business?
A free introductory conversation. We map the repetitive work and identify where it makes sense to begin.