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Lab · calculators
Conservative models for the engagements clients ask about most. Use them as a starting hypothesis, not a forecast.
ROI model
Surface ⇄ System
models
5
signup
none
claims
conservative
output
scenario
interactive models
Real ROI depends on data quality, workflow design, and adoption. These calculators force the assumptions into view.
What an autonomous outbound agent could add to your pipeline.
Estimates assume the agent can 3× outbound reach via personalized follow-ups, with a 30% lift in reply rate. Real numbers depend on ICP fit and offer maturity.
Scope an AI SDRdecision path
01
Model the potential upside using your real volume and cost assumptions.
02
Change adoption, quality, and operating assumptions before calling it ROI.
03
Convert the best scenario into a fixed pilot with measurable acceptance criteria.
04
Ship with analytics, evals, and a feedback loop so the model can be proven or killed.