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AI Agents and Workflow Automation

Build automation for recurring tasks with defined boundaries and checkpoints.

AI agent and automation development connects triggers, tool access, and verification steps in a controlled workflow. ReklamKlik defines approval steps, retries, and error handling, then tests the pilot against actual task scenarios.

AI Agents and Workflow Automation: Triggers, validation and human approval.
Triggers, validation and human approval.
01Selecting suitable work
02Controlled pilot and testing
03Monitoring and maintenance
FROM OBJECTIVE TO IMPLEMENTATION

Let’s turn your needs into a clear work plan.

Automating work also means its errors can spread automatically. ReklamKlik defines inputs, expected outputs, and human oversight from the start. Agent access is limited; errors, retries, and costs are monitored to make the process operationally manageable.

CONCRETE DELIVERABLES

What will you have at the end of the work?

  • Task and permission flow design
  • Pilot and error-scenario tests
  • Logging and usage cost plan

Scope, delivery schedules and responsibilities are clarified together during the quotation stage.

Who is it for?

Businesses with defined, recurring information tasks. Reliable workflows and clear human decision points.

Where should we start the conversation?

  • Tasks to automate
  • Tools and data sources to connect
  • Human approval and usage limits
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SCOPE AND APPROACH

What do we address together?

Implementations planned around your needs and the scope of each area.

01

Workflow and trigger model

Triggers, task data, tool calls, and expected results are defined as a flow. Repeated tasks are designed to avoid duplicate actions.

02

Least-privilege tool access

Tool permissions are limited by task. Read and write permissions are separated; critical actions such as payments, publishing, or budget changes require explicit authority and human approval.

03

Validation and human approval

Model outputs are validated against required fields and business rules. Actions requiring approval are not converted into uncontrolled tool calls.

04

Queues, retries, and idempotency

Queue, timeout, and retry limits are defined. Operation identifiers and record checks prevent repeated tasks from creating duplicate customers, emails, or transactions.

05

Output quality tests

We test normal tasks, missing data, tool errors, and misleading inputs. Acceptance criteria include compliance with business rules and safe human handoff as well as output format.

06

Logs and cost limits

Task outcomes, errors, and costs are monitored. Access, usage quotas, and budget limits are defined at the start of the pilot.

WORKING PROCESS

A clear purpose and deliverable at every step.

From initial assessment to implementation, and from implementation to regular improvement.

  1. Selecting suitable work

    Triggers, data inputs, and expected action results are mapped into a flow. Tool access and approval steps are documented in the pilot scope.

  2. Controlled pilot and testing

    A prototype is built with limited permissions. Repeated runs, incorrect tool responses, and human approval scenarios are tested within logging and cost limits.

  3. Monitoring and maintenance

    Correctly completed work, interventions, and processing costs are reviewed. Scope is not expanded before access and error handling are verified; maintenance responsibilities are handed over.

MEASUREMENT AND IMPROVEMENT

How do we assess success?

  • Correctly completed work
  • Processing cost and intervention rate

Correctly completed tasks, duplicate actions, human interventions, and processing costs are tracked. High tool-call volumes are not proof of efficiency; critical write actions are restricted by explicit authority.

CLEAR ANSWERS

Questions about AI Agents and Workflow Automation.

Can an agent change campaign budgets?

Only within an explicitly authorized scope and control flow. Report-reading and budget-changing permissions are separated; critical write operations require human approval and a change log.

Does the process stop when an error occurs?

Failure handling and human intervention routes are designed at the outset.

What does the agent do if a tool does not respond?

Timeouts, limited retries, and team handoff are designed in advance. The agent is prevented from repeating writes and creating duplicates before the outcome of the previous action is known.

CLARIFY YOUR DECISION

Before choosing a service
ask the right questions.

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AI Agents and Workflow Automation

Request a quote for your needs.

Share your goal and current situation. Let’s define scope, priorities and the next step together.

0543 862 94 05merhaba@reklamklik.com
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The next step in growth.
Let’s plan it together.

Let’s discuss your goal, current situation and needs.

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LET’S PLAN TOGETHER

Let’s discuss your project.

Tell us what you need for AI Agents and Workflow Automation. Let's define the right scope together.