Custom AI engineering

AI agents built for a useful role in your business.

A business agent needs more than a conversation. It needs a defined job, trustworthy context, permitted tools and a clear way to ask for help. NovAIFlow designs and integrates agents around those requirements.

Discuss your project

For businesses in Florida and across the US · English & Spanish

Where this can help your operation

  1. Teams need answers grounded in business records

    Connect the agent to approved knowledge and selected system queries. Define how it references sources and responds when records are incomplete, stale or contradictory.

  2. A request requires several coordinated actions

    Break the task into controlled operations such as reading a record, preparing a draft or requesting approval. Keep consequential updates within the permissions and review rules of the workflow.

  3. Customers need a consistent path to the right person

    An agent can gather context and address in-scope requests. Handoffs should carry the conversation and task status so a person can continue without restarting intake.

Connected to your existing systems

We assess the channels, knowledge sources, business tools and identities involved. Model and infrastructure choices follow the task's evaluation results, operating requirements and integration constraints.

A practical starting point

Define one agent role and representative tasks. Build the knowledge and tool connections, test both successful and unsuccessful requests, and agree review and escalation behavior. Monitor task outcomes and refine the agent against real operating feedback.

Measures to agree before implementation

  • Correct completion of representative tasks
  • Unsupported answers and incorrect tool actions
  • Successful handoffs and reviewer effort

Questions before starting

How is an agent different from a website chatbot?

The scope can include business knowledge and permitted actions in operational systems, in addition to conversation. The value depends on the task it completes and how reliably it fits the workflow.

Can an agent act without approval?

That depends on the action. We define which operations may run directly, which require confirmation and which are reserved for people, then test those boundaries.

How do you know the agent is ready to launch?

We agree an evaluation set and acceptance criteria for the target tasks. Testing includes missing information, incorrect requests, tool failures and human escalation, with results reviewed before rollout.

Let's talk

Tell us what needs to work better.

We start with the business challenge, then define the right combination of AI, integration and software. Your first message can include:

  • The process you want to improve and the team responsible.
  • The systems involved and the most frequent delay or exception.
  • The outcome you need and any timing constraints.
Discuss your project by email

This link opens your email app. You can also write directly to hello@novaiflow.com.

Led by Luis Monsalve, an applied AI engineer in Miami. Projects in English and Spanish for businesses in Florida and across the US.