For customer intake, sales, support, internal operations, research, and tool-using workflows where context and action both matter.
Designed as part of your operating system—not as another isolated tool.
Agents can collect context, make bounded decisions, call approved tools, write to your systems, trigger handoffs, and preserve an audit trail.
We use an agent when the work requires language understanding, context, judgment within guardrails, or flexible tool selection. We do not use an agent for logic that should be deterministic.
A production agent is more than a prompt. We design the conversation, context retrieval, tool contracts, state handling, failure modes, and the human handoff around it.
A short project brief is enough to start. We can scope the smallest useful version before adding complexity.