03 / Featured agent

Workflow Coordination Agent

Keep recurring handoffs, status checks, and missing dependencies visible while people retain control of priorities and decisions.

Designed for

Owners and operations teams coordinating work across office, field, customer, and vendor handoffs.

Custom scope. Human authority remains explicit.

The operating problem

Prepare the repeatable work without hiding responsibility.

The work itself may be clear, but handoffs are not. Teams chase status, discover missing information late, and rely on memory to decide who should act next.

01

Track defined workflow stages and required dependencies.

02

Prepare reminders and status requests at approved checkpoints.

03

Summarize what changed before the next person takes over.

04

Escalate overdue, blocked, or out-of-sequence work to a named owner.

The operating contract

Known inputs. Visible outputs.

The final design depends on the client’s systems and policies. These are the categories Dreki defines before an agent receives production responsibility.

IN

Approved inputs

  • Approved stages, owners, and completion criteria
  • Authorized status signals from connected systems
  • Reminder timing and escalation rules
  • Exceptions that always require human review
OUT

Prepared outputs

  • Current stage and next-owner summary
  • Missing-dependency notice
  • Prepared status communication
  • Escalation record with context
HUMAN

Approval and escalation

  • Priority changes and resource allocation
  • Customer, vendor, financial, or contractual commitments
  • Safety, compliance, personnel, and other accountable decisions

Workflow change

From interruption-driven to checkpoint-driven.

Before

People reconstruct the routine.

People check several places, ask for updates, and reconstruct what happened whenever work crosses a team boundary.

After

The routine arrives prepared.

The agent maintains a defined coordination layer. People still set priorities, resolve conflicts, and approve any decision with customer, financial, or operational consequences.

Human authority

The agent has a job, not a blank check.

Dreki defines the stop conditions before deployment. When a workflow crosses one, the system exposes the reason and hands control to the named person.

GATE

Human approval points

  • Priority changes and resource allocation
  • Customer, vendor, financial, or contractual commitments
  • Safety, compliance, personnel, and other accountable decisions
NEVER

Explicit exclusions

  • It does not become the system of record unless that scope is explicitly designed.
  • It does not infer completion without an approved signal.
  • It does not hide exceptions or silently reroute responsibility.
DATA

Data boundaries

  • Use narrow permissions for each source and action.
  • Record the source of status information so people can verify it.
  • Set retention, audit, and exception-review rules before deployment.

Implementation path

Start with one accountable workflow.

A scoped engagement moves from operating reality to a controlled production responsibility. No connection or capability is assumed before discovery.

  1. 01

    Audit

    Map the workflow, the friction, and the decisions that must stay human.

  2. 02

    Design

    Define the agent's job, trusted sources, boundaries, and escalation path.

  3. 03

    Deploy

    Introduce the system through visible checkpoints and controlled responsibility.

  4. 04

    Optimize

    Review the work, improve the instructions, and adapt as operations change.

Proof approach

Handoff Ledger

A simulated service job moves from intake to preparation while one required dependency remains missing.

01

Stage and owner visibility

02

A prepared reminder with context

03

Escalation when the dependency reaches its approved checkpoint

Buyer questions

Questions to resolve before scope.

Is this a project-management replacement?

Not by default. It is a coordination layer for a defined workflow and can work with existing systems when practical.

Can it change priorities on its own?

No. It can surface a conflict and prepare the relevant context. An accountable person decides the priority.

Where should a first implementation begin?

Choose one recurring handoff with clear stages, known owners, and a visible cost when information or follow-up is missed.

A scoped first step

Bring one workflow worth examining.

Dreki will map the current handoffs, identify the decisions that must stay human, and determine whether a bounded agent is a practical fit. Estimates are scoped after that conversation.

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