Agentic AI & AI Agents
Design, build and run AI agents that take real actions in your systems, safely and observably, on AWS and Azure.
From Chatbot to Agent.
Agentic AI goes beyond answering questions. Agents plan multi-step tasks, call your APIs and tools, and hand over to a person when a decision needs one. We design agent workflows around your processes, build them on Amazon Bedrock AgentCore or Microsoft Foundry Agent Service, and put the guardrails, evaluation and monitoring in place so they can be trusted in production.
What This Includes
Use-case discovery and agent design: tasks, tools, data access and success measures
Tool and API integration so agents can act on your systems (CRM, ticketing, internal APIs)
Human-in-the-loop approvals for sensitive or high-impact actions
Multi-agent workflows using orchestration frameworks such as LangGraph
Guardrails, least-privilege permissions and an audit trail for every action an agent takes
Agent evaluation: test suites, regression checks and quality scoring before each release
Production monitoring, tracing and cost tracking on Bedrock AgentCore or Foundry Agent Service
How an Engagement Works
We usually start with a four to six week proof of concept on one well-defined workflow. Once it meets agreed quality and cost targets, we harden it for production with a security review, an evaluation pipeline, monitoring and a runbook your team can own.
Why Tech Teams Trust Us
Engineers who have run production cloud platforms, not just demos
Security, identity and cost controls designed in from day one
Delivery on AWS and Azure, using the tools your teams already run
Let’s Build Your First Production Agent
Book a free discovery session to find the workflow where an AI agent will save your team the most time, and what it will take to run it safely.