Reasoning & Planning, explained
Reasoning and planning is how an agent breaks a goal into steps and works through it.
Why it matters for agents
Planning lets an agent finish a multi-step job, such as checking a calendar, booking the slot and sending the confirmation.
How we use it in production
We shape it with clear tools, guardrails and checks.
See where it shows upWhat teams say
★★★★★
“They didn't lead with reasoning & planning. They started with the job we needed done and only brought it in where it fit. The result: we handled 40% more volume with the same headcount.”
★★★★★
“We didn't need to become experts in reasoning & planning. They explained what it meant for us in plain English, built it, and the agent paid for itself in five weeks.”
★★★★★
“Our security team sent 60 questions about reasoning & planning. Every answer was specific to our setup and came back in writing within the week. We signed, and we're saving about $6,000 a month against the hire we'd budgeted for.”
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