AI agents that take real, bounded actions.
Agents that reason, call tools and APIs, read and write to your databases, and execute multi-step tasks.
An agent is a system that decides what to do next based on what it observes, then acts, then observes the result. The engineering work is almost entirely about the boundary: which tools it can call, what data it can see, and what requires a human to confirm before anything happens. A capable agent with no boundary is a liability, not a feature.
Capabilities.
Fits into what you already run.
Four steps, not a leap.
Start narrow
Begin with a well-defined task, not open-ended autonomy across many systems.
Read before write
Give the agent read access first, and earn write access with demonstrated reliability.
Require confirmation
Anything with real business consequence gets a human checkpoint.
Expand deliberately
Broaden scope only once the narrow version has proven reliable over time.
You bring the problem.We figure out the technology.
No sales pressure. We will first understand what you are trying to fix, then tell you honestly how we would approach it, including when the answer is simpler than you think.