Humans + Agents

Humans and AI don't replace each other.
They work together — inside the process.

Datapolis treats AI as a digital worker, not a chatbot.
Humans and agents execute tasks side by side, under the same rules, approvals, and accountability.

PROCESS System of Record HUMAN DIGITAL WORKER TASKS RULES AUDIT TRAIL Same rules Same rules ONE PROCESS • TWO EXECUTORS • SAME GOVERNANCE

Same process. Same rules. Different executors.

Whether a task is executed by a person or by an AI agent, the process remains the system of record.

The process defines who can act
The process defines when
The process defines under what conditions

AI does not bypass governance.
Humans do not lose control.

No special paths for AI
No hidden automations
No decisions outside the workflow

Human Tasks

Where judgment matters

  • Review and approve
  • Handle exceptions
  • Make final decisions
  • Own accountability

AI Tasks

Where speed and consistency matter

  • Process data
  • Classify and validate
  • Prepare decisions
  • Execute repeatable steps

No broken handoffs. No guessing.

Work moves between humans and agents through explicit process states — not prompts, messages, or ad-hoc instructions.

S1 State AI Task Process data S2 State Human Approval S3 Done
Every handoff is:
Defined
Visible
Auditable

Always answerable:

Why did this task move to AI?
Why did it return to a human?

AI can act — but never decide alone.

AI agents operate within permissions, states, and escalation rules.

They can:

Execute
Suggest
Prepare

They cannot:

Approve restricted actions
Bypass policies
Redefine the process

Escalation to humans is automatic and enforced by the workflow.

One audit trail for humans and AI

Every action — human or AI — is logged in the same audit model.

You always know:

Who acted
What was done
When it happened
Under which rule

No opaque AI behavior.

No undocumented human decisions.

Unified audit log
Explainable outcomes
Compliance-ready by design

Datapolis doesn't add AI to work.
It integrates AI into how work actually runs.

Humans and digital workers operate in one governed system — built for scale, trust, and accountability.

See how Humans + Agents work together.