Dean Spinato
Consulting

AI automation and chatbot consulting with a clear business purpose.

Identify practical AI and chatbot opportunities with Dean Spinato. Define the workflow, information, human handoff, and pilot plan before choosing tools.

AI automation consulting helps a business identify a specific task, define the information and decisions involved, and assess where technology could help. I work with owners to plan chatbots and workflows around a practical use case, including the human handoff and the way the business will evaluate the pilot.

Begin with work your business can describe

A useful AI conversation starts with a task. That may be answering recurring service questions, organizing an inquiry, helping a visitor find information, or moving data between steps in an existing process.

We describe who does the work today, what information they use, the decisions they make, and the problems they encounter. That makes it easier to decide whether the opportunity needs AI, a simpler automation, a clearer process, or a combination of them.

Define the information and the boundaries

A chatbot needs reliable information about what it is allowed to explain. A workflow needs to know which data it receives, what action it should take, and what should happen when something is missing or uncertain.

We review the source material, the owner responsible for keeping it current, and the situations that require a person. My experience launching ChatzyBot informs the practical questions in that discussion: where the tool fits, how people use it, and how the business takes responsibility for the next step.

Plan the handoff to a person

Automation should fit the customer experience and the way the team works. If someone needs help beyond the chatbot’s purpose, the next step should be understandable.

That may involve directing the person to contact the business, creating an inquiry with useful context, or handing the conversation to a designated team member. We define the desired behavior and the information needed for the handoff. The workflow should also account for unavailable staff and failed integrations so the customer is not left with a misleading confirmation.

What the planning engagement can include

The scope can assess a proposed idea or identify a suitable first pilot.

  • A review of the current task and the people involved.
  • A defined use case and an explanation of its business purpose.
  • Information-source and maintenance requirements.
  • A workflow with expected actions, exceptions, and human handoffs.
  • Tool-selection criteria and an implementation brief.
  • Pilot scenarios and measures for reviewing performance.

Test a focused pilot before expanding it

A pilot should demonstrate whether the workflow behaves usefully in the situations that matter. We define examples of ordinary requests, incomplete information, off-topic questions, and the need for human help.

The business can then evaluate the responses and the practical effect on the team. A useful pilot review explains what worked, what needs attention, and what would be required to expand it. Implementation and ongoing maintenance are defined separately, including who reviews the information and handles changes after launch.

Frequently asked questions

How do I know if my business has a useful AI opportunity?

Look for a task the business can describe clearly, with recurring inputs, an identifiable owner, and a way to judge the outcome. The review should also consider exceptions and whether a simpler process improvement would address the issue. A focused pilot can help test the idea.

Can you help plan a customer-facing chatbot?

Yes. We can define its purpose, the questions it should address, the information it relies on, and the next step when a person needs help. We also identify who maintains the content and how the behavior should be evaluated.

Does consulting include building the automation?

The consulting scope covers the agreed assessment, workflow, requirements, and pilot planning. Building, integrating, and maintaining the system can be scoped separately with the appropriate implementation team.

Can AI replace the need for customer follow-up?

The workflow should identify where automation helps and where a person remains responsible. A chatbot may help collect useful context or answer a defined question, but the business still needs an owner for inquiries, exceptions, and conversations that require human judgment.

Let’s look at the whole picture.

Tell me what you’re building, what’s getting in the way, and where you want the business to go. We’ll start there.

Let’s Talk About Your Business