From Agent Discovery to Agentic Exposure Response: Reco + Seemplicity

Most security stacks are good at finding problems and bad at finishing them. A finding lands – an assistant reading a tenant’s mail through a grant nobody remembers approving, an agent in a core business app running on a service account with standing privilege – and from there it is on someone to notice the alert, figure out who owns the fix, open a ticket, and follow up until it is closed. That handoff, more than the finding itself, is where agent risk lingers.

Reco and Seemplicity close that gap together. Reco finds the agents and what they are exposed to. Seemplicity takes it from there, turning each finding into a prioritized, owned, tracked task.

Reco: Securing the Agents Operating Inside Your Apps

Reco secures AI, apps, and agents. The agent problem it solves is a discovery problem first: the organization cannot review what it cannot see, and agents arrive through three doors at once.

Copilots and assistants shipped inside apps you already own. Microsoft Copilot, Salesforce Agentforce, Gemini in Workspace. They inherit the access of the people using them, which means a permissions problem nobody noticed becomes a data exposure the moment the assistant is switched on.

Agents reaching in from outside through MCP servers and OAuth tool grants. This is the fastest-growing door and the least governed. A tool grant is a standing key to an application, issued once, rarely reviewed, and usually broader than the task that needed it.

The non-human identities agents run as. Service accounts, integration users, and long-lived tokens. They do not have a manager, they do not get offboarded, and they rarely get rescoped.

For each agent Reco shows what data it can reach, what actions it has taken, and where the privilege came from. That is possible because of two technologies. The Knowledge Graph turns app, identity, and activity data into business context, and agents are secured on top of it – the graph is what connects an agent to the data and identities behind it. The App Factory™ is a no-code engine that adds support for new apps and AI tools in days rather than quarters, which is how coverage keeps up with a market shipping new agent platforms every month. Continuous posture and configuration monitoring across 200+ integrations is the substrate underneath, and it is what makes agent context accurate rather than inferred.

Seemplicity: Turning Agent Findings into Fixes

Seemplicity is an Agentic Exposure Action Platform. It aggregates findings from across the security stack – cloud, code, identity, and now agents – and turns them into a single prioritized workflow. Instead of security teams triaging alerts by hand and chasing down owners, Seemplicity routes findings to the right teams through the ticketing systems they already use, and tracks them through to verified resolution.

For an agent finding, that means it arrives with context, gets prioritized alongside everything else Seemplicity already knows about, and gets assigned to whoever owns that application or that identity.

Agent findings are a textbook case for noise reduction, because the root cause is almost never a single agent. Thirty people install the same AI note-taker and each grant is its own finding. Twelve agents run as the same over-permissioned service account. One agent platform holds forty tool grants into one tenant. Seemplicity aggregates them into a single ticket for the shared root cause, so a team fixes the grant policy or rescopes the account once instead of working through thirty near-identical alerts.

What the Integration Catches

An MCP connection with a standing key. Reco finds an MCP server connected to the Microsoft 365 tenant with read access to mail and files across the org, granted once for a pilot and never narrowed. Reco shows which mailboxes and sites are in reach and which identity issued the grant. Seemplicity opens one ticket for the app owner with that context attached, and tracks it until the grant is revoked or rescoped.

A copilot inheriting more than it should. Reco detects that an assistant enabled tenant-wide can surface content from sites exposed to everyone in the organization, and identifies the specific sites driving the exposure. Seemplicity turns each exposed site into a remediation task and routes it to whoever owns it, consolidating into one ticket where ownership overlaps and splitting into separate tickets where it doesn’t.

An agent on an identity nobody owns. Reco flags agents operating through a service account with privilege far beyond their task, plus a token that has not rotated in months. Seemplicity correlates it with the identity findings already in the queue, ranks it against everything else competing for the same team’s week, and routes it with the context intact.

Why the Integration Matters

One queue instead of another silo. Agent findings show up alongside cloud, code, identity, and infrastructure findings. Nothing gets deprioritized because it lives in a different tool.

Real noise reduction. Thirty identical grants become one ticket. Twelve agents on one bad service account become one ticket. Where the same root cause repeats across many agents, that aggregation is where the biggest drop in alert volume comes from.

Faster ownership. Agent findings are the hardest to assign, because the agent often has no obvious owner. Seemplicity routes to the team that owns the application or the identity behind it instead of waiting for someone to work that out.

Less manual triage. Teams do not log into a second console to track what needs attention. Findings flow into the workflow they already run.

Fast to turn on. Reco connects via API with no agents to deploy, and the integration is straightforward to enable.

Closing the Loop on Agent Risk

Agents are being added faster than any security team can review them, and each one arrives with access someone granted in a hurry. Reco makes sure none of them stay invisible. Seemplicity makes sure the exposed ones do not stay unresolved, or stay noisy.

Together the two platforms give security teams one less blind spot and one more place where agent risk actually gets closed out.

Ready to bring your Reco findings into Seemplicity? Talk to your Seemplicity or Reco representative to enable the integration.

About the Companies

Seemplicity is an Agentic Exposure Action Platform that aggregates findings from every security and development tool, prioritizes them by real risk, and automatically routes and tracks remediation to closure.

Reco is the solution trusted by modern enterprises to secure AI, apps, and agents. Reco provides complete visibility and control across every application the business runs on, from core apps to the latest AI agents, enabling security teams to keep pace with the speed of AI adoption while maintaining airtight security and reducing risk.