Before building a business AI agent, define the work. A clear workflow template helps teams avoid vague AI projects and focus on the operational outcome.
This template is intentionally practical. It is not about writing the perfect prompt. It is about giving the agent a job, context, rules, and a measurable output.
1. Workflow name
Name the business process the agent should support. Examples: website lead intake, support triage, sales follow-up, prospect research, appointment questions, website audit, or internal handoff summary.
2. Primary user
Identify who interacts with the agent: customer, lead, support user, operator, manager, founder, sales team, or internal staff. The user changes the tone, interface, and escalation path.
3. Inputs
List the context the agent needs. This may include website pages, service descriptions, FAQs, CRM fields, forms, product docs, policies, emails, notes, files, or research targets. If the agent does not have the right context, it will compensate with weaker assumptions.
4. Rules and boundaries
Define what the agent can answer, collect, draft, route, update, or escalate. Also define what it should not do. Sensitive decisions, pricing exceptions, legal claims, medical guidance, refunds, and commitments often need human review.
5. Output
Choose the output that counts as useful work. That may be an answer, qualified lead, summary, task, audit, routed request, draft follow-up, research brief, or completed checklist. If the output is vague, the system will be hard to evaluate.
6. Success metric
Pick a metric before launch. Useful examples include response time, qualified leads, hours saved, completed follow-ups, reduced missed inquiries, support deflection, booking conversion, or fewer manual handoffs.
Example template
- Workflow: website service intake.
- User: prospective customer.
- Inputs: website content, service list, FAQs, location, booking rules.
- Rules: answer service questions, collect contact details, avoid guarantees, escalate medical or legal specifics.
- Output: qualified lead summary and suggested next step.
- Metric: qualified inquiries captured per week and average response time.
The Nerova take
Nerova uses this kind of workflow clarity to choose the right system shape: website chatbot, single-purpose agent, AI team, audit, or workflow automation. The goal is not AI theater. The goal is operational capacity that the business can actually use.