Choose the task
Define the repeatable work, expected output and business owner before selecting tools.
AI agent development
Design and build AI agents around repeatable research, lead qualification, support and reporting tasks.
For businesses, brands, and agencies.
Request a free initial consultation with Forwise.










Forwise is led by Azmi Hayaza, bringing practical experience to your work.
How we help
AI agent development starts with a clear task: what information is needed, what the agent may do, and where a person should review the result. Forwise designs, builds and manages agentic AI solutions for business needs.
Discuss your goalsAI agent development
We shape the work around your current setup and business objectives.
Define the repeatable work, expected output and business owner before selecting tools.
Identify the information the agent needs and the quality or access limitations that may affect its work.
Determine which systems the agent may use and limit access to what the task requires.
Identify actions or outputs that need approval, correction or escalation to a person.
Evaluate representative tasks, including unclear inputs and errors, against agreed expectations.
Review results and update the workflow as the business learns from actual use.
Each component is tailored to your goals and the agreed scope.
Our approach
No one-size-fits-all setup. We begin by understanding what matters to your business.
Discuss your goals, your current setup, and the challenges you’re facing.
Identify the right next steps and put the agreed work into practice.
Check the work and identify opportunities to make it more useful over time.
Frequently asked questions
Have a different question? Bring it to your free initial consultation.
An AI agent is software designed to pursue a task using available instructions, information and tools. Its actions and level of autonomy depend on its design.
Some low-risk tasks may not need review on every run, but important decisions and consequential actions need appropriate controls.
Choose a repeatable task with clear inputs, a useful output and a practical way to check quality.
Ready to start?
Start with a free initial consultation about your goals and where Forwise can help.