Blast Radius Budgeting
Blast Radius Budgeting treats security scope as a function of how much damage a single compromised asset can cause, not how many assets exist.
By InnovaAI ResearchPublished Updated
What is Blast Radius Budgeting?
“Attack surface scope → retainer pricing tier”
Blast Radius Budgeting treats security scope as a function of how much damage a single compromised asset can cause, not how many assets exist. An agency protecting a 40-person client with one shared drive has a smaller blast radius than a 12-person client whose AI agents hold production database credentials. The framework asks three questions per engagement: what can be reached from the weakest credential, how fast can it be revoked, and who eats the loss if it is not. That third question is the pricing lever. Runtime governance layers such as Vaultak intercept agent actions and roll them back automatically, which shrinks the radius and justifies a lower liability premium; frontier reasoning models like Cogent map attack paths across the same infrastructure, which expands the billable discovery phase. California SB 813 and AB 1405, signed September 9, 2026, now formalize third-party audit expectations, so documented radius estimates become client-facing evidence rather than internal notes.