Operators on duty around the Brain, which gives them context, and inside the Trust Layer, which sets their limits.
- 09:04AI-ClassifierCustomer email → case opened
- 09:04AI-ExtractorInvoice #F-2041 · €4,820 extracted
- 09:05AI-ReconcilerInvoice > €5,000 · awaiting approval
- 09:05AI-SupportReply sent on WhatsApp
- 09:06AI-AnalystDaily summary prepared
- 09:06AI-RiskSLA at risk · owner alerted
center = Brain (context) · ring = Trust Layer (limits)
Examples of governed AI agents: each with a clear role, assigned tools and invocable from any workflow.
Operations
They receive, route and watch the flow.
AI-Operator
Case orchestrator
Assigns, routes and escalates. The traffic controller of the operation.
Escalates on conflict or high-value case.
AI-Classifier
Inbox triage
Labels, prioritizes and decides the next step on emails and messages.
Low confidence → human review.
AI-Risk
Detection
Monitors KPIs, SLAs and anomalies. Alerts with context, not just noise.
Read-only; warns, does not execute.
Documents & Compliance
They turn documents into data and verify the rules.
AI-Extractor
Document data
OCR + AI for invoices, IDs, contracts. Structured data in seconds.
Confidence threshold; validates critical fields.
AI-Auditor
Compliance
Checks processes against rules and flags deviations before they escalate.
Read-only; flags, does not fix.
AI-Writer
Docs and content
Generates contracts, proposals and replies using your templates.
Approval before sending or signing.
Customer & Sales
They respond, research and push opportunities.
AI-Support
Multi-channel replies
Replies on WhatsApp, email and web with your company's tone and knowledge.
Approval on commitments or refunds.
AI-Prospector
Sales qualification
Researches leads, fills the CRM and preps the call.
Research only; no outbound contact.
AI-Sales
Commercial closer
Follows opportunities, books calls and prepares proposals.
Approval on quotes and discounts.
Finance & Executive
They balance the numbers and report to leadership.
AI-Reconciler
Finance
Matches bank movements with invoices. Flags gaps and alerts.
Approval on write-offs/adjustments; exceptions → human.
AI-Calendar
Scheduling
Books, reschedules and coordinates agendas with humans and agents.
Approval on external invites.
AI-Analyst
Executive reporting
Reads the dashboard, writes the report. On Slack, email or Telegram.
Read-only.
How a BiVelio agent lives
From natural language to execution. Without writing code.
A real example with Velio
Every agent runs the same governed loop — from signal to learning.
- 1
Signal
An email, message, document or event arrives.
A supplier invoice arrives by email.
- 2
Comprehension· Brain
The agent reads the context from Brain.
AI-Extractor reads amount and supplier from Brain.
- 3
Decision
It decides the next step under the rules.
AI-Reconciler matches it against the bank statement.
- 4
Action
It executes: creates, replies, updates systems.
It updates the ERP and marks the invoice reconciled.
- 5
ValidationHuman gate
The Trust Layer approves or escalates to a human.
Amount > €5,000 → awaits human approval.
- 6
Learning
The outcome returns to Brain and improves the operation.
The exception is logged and tunes the threshold.
This happens on every task. It's not a blank canvas — it's a governed path to autonomy.
Guardrails by design
Every action has limits, audit trail and human control when it matters.
Companies don't know what to automate. First they need to be understood. Before AI can execute, it needs context, trust and permission.