Build the brain. Deploy one agent. Make one workflow work better.
AgentBox organizes the approved knowledge one workflow needs, gives one AI agent a focused job, and installs the human controls required to use it on real work.
A working system your team can inspect and own.
No mystery platform and no all-company transformation. The first sprint stays narrow enough to finish, test, and improve.
- One workflow chosen with a baseline and success measure
- A Company Brain built from approved, owner-named sources
- One focused AI agent with a clear role, tools, limits, and escalation rules
- Human approval for client sends, pricing, commitments, sensitive decisions, and record changes
- Normal, missing, conflicting, sensitive, and messy test cases
- A controlled real-work pilot, team handoff, and go / improve / stop review
A question comes in. The agent prepares. A person decides.
This illustrates the operating model, not a claimed customer result.
- TriggerA lead, client, or teammate asks a repeated question.
- BrainThe agent uses current approved policies, facts, and examples.
- Agent workIt drafts, classifies, retrieves, or prepares the next step.
- Human controlA named owner reviews consequential output before action.
- ProofThe final state is recorded and the result is measured.
Strong first-fit workflows
- Lead response and discovery prep
- Content repurposing and approval
- Client onboarding and repeated questions
- Support triage and escalation
- CRM research and handoff preparation
Not the first sprint
- ×Autonomous client sends or commitments
- ×A migration of every company document
- ×Replacing your CRM or system of record
- ×Unowned workflows with no approver
- ×A generic collection of AI tools
Work directly with Rudi Ribeiro—not a handoff chain.
Rudi Ribeiro brings more than 10 years in enterprise sales and works with companies that need AI to improve real workflows—not create another tool experiment.
The method is simple: approve the knowledge, choose one repeated job, give one agent a narrow role, keep people in control, and measure the result.
This is an independent practice; HubSpot does not sponsor or endorse it. View Rudi's public professional background.
Ask about one workflowBring one workflow.
In a 30-minute consultation, we will decide whether it is a sensible first Company Brain + AI Agent sprint.