AGENTS WITH BOUNDARIES
AI Agent Development
Create AI agents that retrieve, classify, communicate or act across approved systems with explicit tools, permissions and escalation paths.
Discuss this serviceDELIVERY PRINCIPLE
Useful agents are defined by their boundaries, evidence and recovery behaviour—not by how autonomous they sound.
EXPECTED CHANGE
What this work is designed to improve.
Faster access to operational knowledge
Consistent handling of defined requests
Controlled actions across connected systems
CAPABILITY
What the engagement can include.
Knowledge and support agents
Voice and messaging agents
Tool and API orchestration
Retrieval-augmented generation
Evaluation and guardrails
Human handover design
DELIVERY PATH
A controlled route from question to working system.
- 1
Define the agent's job
- 2
Limit tools and permissions
- 3
Ground responses in approved sources
- 4
Evaluate normal and adversarial cases
- 5
Monitor and improve
QUESTIONS
About ai agents.
What is the difference between an AI agent and a chatbot?
A chatbot primarily responds in conversation. An agent may also retrieve data, use approved tools and complete bounded actions as part of a wider workflow.
How do you reduce incorrect AI responses?
Use constrained tasks, approved knowledge sources, structured outputs, confidence checks, evaluation sets and human escalation where the consequence of error is meaningful.