AI Agents
Build AI systems that can do more than respond.
Refit Gears explores AI agents that can reason through tasks, use tools, work with information, and support more adaptive workflows.
The opportunity
From answering questions to completing tasks.
Traditional software usually follows predefined paths. AI agents introduce another possibility: systems that can decide how to approach a task based on available information and tools.
This can make certain workflows more flexible, especially when the work involves multiple steps, changing information, or interaction with several systems.
Refit Gears focuses on practical agent design, with attention to the tools, context, boundaries, and evaluation required to make these systems useful.
Capabilities
Building blocks for intelligent agents.
Effective AI agents depend on more than a language model. They need the right tools, context, workflows, and boundaries.
Task Reasoning
Design AI systems that can break complex objectives into smaller steps and determine how to approach a task.
Tool Integration
Connect AI agents with APIs, databases, software tools, and other systems so they can work with real information.
Workflow Orchestration
Coordinate multiple steps and actions to support workflows that would otherwise require repeated manual intervention.
Adaptive Assistance
Build assistants that can respond to changing inputs and context rather than following only fixed instructions.
Our process
Autonomy with the right boundaries.
We design agents around a clearly defined purpose and give them only the context and tools they need to perform that purpose effectively.
Define
Identify the goal, users, tasks, boundaries, and level of autonomy the agent actually needs.
Design
Choose the model, tools, memory, workflow structure, and safeguards required for the system.
Build
Develop the agent and connect it with the information and tools it needs to complete useful tasks.
Evaluate
Test the agent across realistic scenarios and refine its behavior, reliability, and usefulness.
Explore AI agents
Have a workflow that needs more than fixed rules?
Tell us about the task you want to improve and let's explore whether an AI agent is the right approach.
Start a conversation