Hype
- Change the entire business at once.
- Lead with jargon and a polished demo.
- Hand over a dashboard and move on.
- Replace working systems before starting.
Resources
See the work.Understand the options.
Short examples and tools for deciding what to improve and where automation or AI may actually help.
Follow the work from the first request to the next useful action.
Quick Take
When should you automate a process?
Three questions that separate useful automation from unnecessary complexity.
Read the Quick Take Workflow ExampleWhat happens after a new lead comes in?
Follow a lead from intake through follow-up and see where a person stays in control.
View the workflow Illustrative ExampleFixing customer onboarding handoffs.
See how a process with too many handoffs could be made clearer. An illustrative example, not a client engagement.
View the example Agents in ActionHow specialist agents work together.
Explore support, lead qualification, and multi-agent workflows one step at a time.
Explore the diagramsStart with what is slowing you down.
Missed follow-up
Give new leads a first response, record the next action, and route exceptions to a person.
See what might helpRepetitive questions
Use approved answers for routine questions and preserve context when a person takes over.
See what might helpManual data entry
Move information between connected systems with validation and a clear exception path.
See what might helpSlow approvals
Put the decision and its context in front of the right person before work continues.
See what might helpPlain answers about agents, automation, and choosing a first task. These articles open on Velocity Agent.
Whitepaper
Agent or chatbot? Know the difference.
Five questions to ask a vendor before you buy, and how to recognize an agent that does useful work.
Read on Velocity Agent (opens in a new tab)GuideWhat is an AI agent?
A plain-language explanation of what an agent needs, what it can handle, and where a person stays in charge.
Read on Velocity Agent (opens in a new tab)ComparisonAgent, chatbot, or automation?
Understand the differences and choose the approach that fits the job, rather than the label on the product.
Read on Velocity Agent (opens in a new tab)PracticalHow to choose the first task
Four tests for a useful first task, common places to look, and what to measure before you start.
Read on Velocity Agent (opens in a new tab)Simple frameworks for preparing a workflow your team can operate.
Practical guide
The workflow opportunity checklist
Spot repeated entry, lost handoffs, information chasing, and unclear ownership.
Read the guide Practical guideAn AI agent role and responsibility canvas
Define the job, inputs, allowed actions, expected output, and the human owner.
Read the guide Practical guideA human-in-the-loop control map
Decide who reviews the work, what they need to see, and when the agent must stop.
Read the guide Practical guideA readiness checklist for connected AI workflows
Check data access, system connections, exceptions, and how a small pilot will be measured.
Read the guideStart with a specific job. Use the tools and information your team already has. Keep the decisions that need judgment with a person.
Hype versus honest.
Honest
- Give one useful job a clear responsibility.
- Explain the workflow in plain language.
- Connect, test, and support the work.
- Build around the systems already in use.
What we do not do.
Technology without a reason.
If a simpler process or existing software solves the problem, start there.
Replace systems just to add AI.
Keep what works. Recommend a change when the workflow gives you a reason to make it.
Call every chatbot an agent.
A scripted answer and a workflow that takes action are different things. Choose what the task needs.
Leave important decisions unattended.
Define the person responsible, the approval points, and what happens when information is uncertain.