Evolution from AI agents · Stage 5
Agents do not only answer. They complete the work.
When several agents, people and systems participate in the same process, Gloo coordinates the work, preserves context and escalates the right exceptions.
Why this is the most complete stage
An agent solves a task. A digital team completes a process.
Earlier stages left your data clean, your systems connected and agents able to reason. Here those agents stop working alone: they split the work with your people and your systems until the case is closed.
Stage 4
The flow gets automated
Rules and conditions move the process, but every exception lands back in a human inbox.
Stage 5
The agent reasons and acts
It understands the case and acts inside the flow, but still solves one piece at a time.
Stage 6
The work gets coordinated
Several agents, people and systems share the same case, keep the context and close it.
Where your digital team works
The agent does not wait for someone to open a screen.
It goes after the work in the channels where your operation already happens: it calls, writes, confirms and leaves the result in the right system.
Calls
Calls the supplier, carrier or customer, holds the conversation, confirms details and leaves the summary on the case.
Drafts, replies with the evidence attached and follows up when nobody answers.
WhatsApp and chat
Takes the request, asks for what is missing, checks it against your rules and escalates when it does not qualify.
Calendar and meetings
Cross-checks calendars, invites the right people and turns the agreements into tasks with an owner.
Tasks and approvals
Assigns the right owner, follows up, and escalates to the next level when the deadline passes.
Your systems
Writes the result into ERP, CRM, TMS or WMS so the process continues without re-keying.
Orchestration
One real case, split across agents, people and systems.
Each participant steps in where they add something. The context travels with the case, not in the head of whoever handled it first.
What triggers it
An invoice hits five days overdue and the customer never replied to the automatic reminder.
How the work is split
- Agent
Reviews payment history, open credit notes and past disputes before making contact.
- Agent
Calls the accounts payable contact, confirms the committed date and logs the commitment on the case.
- Person
The analyst only steps in if the customer asks for terms outside policy, with the context already summarized.
- System
The ERP keeps the commitment, the date and the evidence of the conversation.
How it closes
Collection happens the same day and the analyst only touches the exceptions that need judgment.
From isolated agents to coordinated work
Every participant knows what to do and when to do it.
The agent captures and reasons. The person supervises and decides. The system executes and leaves evidence.
01
The agent understands context
It reads conversations, documents, rules and history before proposing or executing an action.
02
People keep control
Sensitive decisions are assigned, approved or escalated to the right owner.
03
Systems execute
The result reaches the ERP, CRM, TMS, WMS, email or channel where work continues.
04
Everything stays connected
Every action, exception and approval preserves context for the next decision.
Digital work with enterprise control
Design a digital work process
We review a real process and define what an agent should execute, what a person should decide, and what your systems should move.