AI SDR Tech Stack: The One I Actually Run
A coding agent, a cloud database, somewhere to run agents, API or MCP data access, a warmup tool. The 5-part stack I run, plus the 2 things I left off.
A coding agent, a cloud database, somewhere to run agents, API or MCP data access, a warmup tool. The 5-part stack I run, plus the 2 things I left off.
Build it, but have somebody experienced build it. The third answer the vendor comparisons do not offer, the disqualifier, and the point where building stops.
Put a second process over the output, and never let that second process depend on an LLM. The rule, the component I deliberately did not automate, and why.
A simple AI SDR agent costs about $1,000 once. The framework underneath took me six to eight months. Why the $200-5,000 a month benchmark is the wrong one.
An AI SDR is software that takes over top-of-funnel work a junior rep would do by hand. What separates it from a sequencer, and what I chose not to automate.
A few weeks on top of an existing framework. From a blank page, 6 to 8 months. Mine took 8, with 3 years of prior agent experience behind it.
Yes, with a human in the loop. Mine have run daily since 2023. The failure modes I hit myself, the reasons pilots die, and the point where building stops.
It is permanently under development, and that is the point. What actually needs maintaining, what CRM integration costs, and how to stay portable.
Yes, if the agent reads the open web while holding anything valuable. The sandbox and credential-broker architecture I actually run, and the two rules under it.