Planning & tool calling
Agents that break a goal into steps, call the right tools, and know when a step failed — not a single prompt pretending to be autonomous.
·AI agents · reference example
11x is autonomous AI sales workers that handle prospecting and follow-up. It's a recognisable benchmark for a system class I build — here's what it does, and how I'd build yours.
Live preview of www.11x.ai — their site, shown as reference.
01What a 11x-class system does
At its core, 11x is autonomous AI sales workers that handle prospecting and follow-up — the kind of system you reach for when you have agentic sales workflows and long-running tasks. Here is how I'd build one for you.
Agents that break a goal into steps, call the right tools, and know when a step failed — not a single prompt pretending to be autonomous.
Short and long-term memory so an agent carries context across a task, instead of starting cold every turn.
Clear escalation to a person when confidence drops or the task leaves the agent's remit — designed in, not bolted on.
Budget ceilings, loop detection and stop conditions, so an agent can't quietly run up cost or spin forever.
02More AI agents examples
Same system class, different products. Each opens a page like this one.
Tell me what it needs to do and where it's getting stuck. I'll tell you honestly whether I'm the right person and what it would take — no pitch deck, no discovery call to book a discovery call.