Share with your CISO
Reco is betting that the real AI security gap isn’t the model, it’s everything the model touches. The company has launched Reco Agent Security, a product that maps what AI agents can access across enterprise software estates, not just what they’ve done. Built on its Reco Graph, the platform covers agent discovery, permission analysis, blast radius mapping, and anomaly detection. Reco claims 230-plus application integrations, 1,000 detection controls, and Fortune 500 customers, backed by $85 million in venture funding.
What this means for your business
The CISO most exposed here is the one who approved an AI copilot deployment through IT, signed off on the OAuth grants, and then watched the agent quietly accumulate access across three business systems it was never explicitly authorized to touch. That’s not a hypothetical failure mode, it’s the structural consequence of how agents inherit permissions from service accounts rather than requesting discrete access the way humans do. If your organization has more than a handful of agents in production, the odds that someone has audited their combined blast radius, the full set of systems reachable through their layered permissions, is close to zero.
Reco’s framing, shaped by a vendor whose growth depends on enterprises feeling underprotected by existing tools, is that point solutions built for human identity management simply don’t see non-human agents. That argument is directionally correct even accounting for the sales motivation behind it. Traditional identity and access management platforms were designed around the assumption that a credential maps to a person with a job title and a manager. Agents don’t have managers in that sense, and they don’t stop working at 5 p.m. The gap Reco is selling into is real; the question is whether a graph-based inventory layer is the right architecture or just the first one to market.
The vendor landscape for agent security is sparse enough right now that buying early means accepting that the category’s best practices aren’t settled yet. The smarter near-term use of a product like this isn’t replacing your identity governance platform, it’s using the inventory and blast radius data to pressure-test whether your existing controls actually bound what agents can reach. If Reco’s discovery scan surfaces agents with broader access than your security architecture intended, that’s the finding worth acting on, regardless of which vendor you ultimately standardize on.
Concept deep-dive: Blast radius
Blast radius, borrowed from incident response, describes the total set of systems, data stores, and workflows an agent can affect if it behaves unexpectedly or gets compromised. Think of it as the difference between a contractor with a key to one office versus one with a master keycard to the whole floor. In enterprise AI, agents often accumulate access across multiple applications through delegated permissions and API keys, making their blast radius far larger than any single authorization decision implied.
Based on reporting from Reco launches agent security for enterprise AI risk, originally published 2026-06-26 12:00:00.
