Answers, up front.
Common questions about identity and access management engagements, plus a growing area many companies are still catching up on: governing AI agents and other non-human identities.
IAM & working with us.
What is identity and access management (IAM)?
Identity and access management is the discipline of making sure the right people, and increasingly the right software, have exactly the access they need to do their job, no more and no less, and that you can prove it. It covers the full account lifecycle (identity management), reviewing and certifying who has access to what (access governance), and how people actually authenticate and log in (access management).
Why does an organization need a dedicated IAM program?
Most organizations accumulate access risk quietly: accounts that outlive the employee, permissions granted for a one-time project and never revoked, no clean way to prove who approved what during an audit. A dedicated IAM program replaces that drift with an intentional system: access tied to roles, reviewed on a schedule, and backed by evidence rather than tribal knowledge.
How does Roc Identity's engagement process work?
We follow a four-phase approach: Assess (map your current IAM maturity, systems, and where risk actually lives), Design (build a plan scoped to your environment, not a vendor's reference architecture), Implement (a phased rollout so every corner of the business can actually adopt it), and Sustain (governance that keeps working after the project plan ends).
What's the difference between identity management, access governance, and access management?
Identity management covers the account lifecycle: provisioning, deprovisioning, and identity synchronization across HR, directory, and downstream systems. Access governance covers reviewing and certifying who has access to what, segregation-of-duties controls, and audit-ready evidence. Access management covers how people actually authenticate: single sign-on, multi-factor authentication, and privileged access controls.
Do you implement a specific IAM platform, or design around what we already have?
We design around your environment rather than pushing a specific vendor's reference architecture. Whether your directory is Active Directory, Microsoft Entra ID, or something homegrown, the plan gets scoped to what you actually run and what your team can absorb.
Does access governance work help with compliance audits like SOC 2 or HIPAA?
Yes, generally. Access certification, segregation-of-duties policy, and audit-ready evidence are exactly the controls that auditors look for under frameworks like SOC 2 and HIPAA. We're not a compliance auditor, but well-run access governance is a core piece of passing one.
Do you work with organizations of any size?
We work with growing organizations that have outgrown ad-hoc access management but don't need, or want, an enterprise-scale IAM rollout. If you're not sure whether your organization is a fit, the fastest way to find out is to tell us where things stand today.
How do I get started?
Reach out through the contact page with a short description of where your identity and access program stands today. We'll follow up to talk through what's worth fixing first. That first conversation has no cost and no obligation.
Governing agents, not just employees.
What is a "non-human identity," and why does it matter now?
A non-human identity (NHI) is any identity that isn't a person: a service account, an API key, a workload, or an AI agent acting on a system's behalf. Most organizations now have far more non-human identities than human ones, and they're frequently over-privileged, rarely reviewed, and often invisible to the same access-certification process that covers employees. As AI agents take on more autonomous, credentialed work, governing these identities with the same rigor as human ones has become one of the fastest-growing gaps in IAM programs, and one many companies are still figuring out how to close.
How should we think about governing AI agents that access our systems?
Largely the same principles that apply to human access: least privilege, time-bound credentials, and a clear owner accountable for each identity. AI agents just need those principles enforced more strictly, because they can act faster and more repeatedly than a person would, and a leaked or over-scoped agent credential can be exploited immediately and at scale. Treat each agent as its own accountable identity with a defined scope, not a shared service account, and put it through the same review cadence as a privileged human account.
Does Roc Identity help with AI agent and machine identity governance?
Yes. Non-human and AI agent identities fall under the same three disciplines we apply to human identities: lifecycle management (provisioning and retiring agent and service credentials on a schedule, not indefinitely), access governance (certifying what each agent can actually reach and catching scope creep), and access management (scoping and rotating the credentials those agents use). Get in touch and we'll talk through what that looks like for your environment.
What's different about securing AI agent identities compared to human identities?
Three things mainly: scale (an organization might have a handful of employees and thousands of agent and service identities), speed (an agent can attempt far more actions per minute than a person, so a bad grant is exploited faster), and ownership (a human account has an obvious owner to ask when access looks wrong; an agent identity often doesn't, unless you deliberately assign one). Good agent governance starts by fixing the ownership gap: every non-human identity should map to an accountable team or person.
What is MCP, and why does it create an access control problem?
MCP, the Model Context Protocol, is a standard that lets an AI agent connect to outside tools, like a database, a CRM, or a ticketing system, with a few lines of configuration instead of custom integration work. That convenience means the default configuration for most MCP connections is broad access to everything a server exposes, not the narrow, task-specific access the agent actually needs. Treating an MCP connection as an access grant, not a plumbing detail, and scoping it down to specific allowed and denied actions, is the fix. Read more in MCP and the New Access Control Problem.
What is passwordless authentication, and is it actually more secure?
Passwordless authentication, typically implemented through passkeys built on the FIDO2 and WebAuthn standards, replaces the password with a cryptographic key pair: a private key that never leaves your device, and a public key the server holds. There's no shared secret in transit for an attacker to phish, which removes an entire category of attack rather than just making it harder. See Passwordless Authentication in 2026 for a rollout approach.
How has identity verification changed because of AI-generated fraud?
Signals that used to be strong proof of identity, a voice on a call, a face on a video call, a scanned photo ID, can now be convincingly faked with generative AI tools. Verification for high-stakes actions needs to shift toward out-of-band confirmation, cryptographic proof over visual or audio inspection, and processes that resist urgency. More in Identity Verification in the Age of AI-Generated Fraud.
More definitions, including non-human identity, workload identity, and agentic AI, are in the glossary.