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AI Agent Identity

AI Agent Identity,
Enforced Below the Model.

Give every autonomous agent a cryptographic identity. Short-lived certificates, automated lifecycle, and access controls below the model layer, where a prompt cannot reach.

ai agent identity solution

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82:1

Machine identities outnumber humans in enterprises

18%

Are confident their IAM handles AI agents

>50%

Of agent attacks exploit access-control gaps

2029

47-day TLS mandate takes full effect

THE PROBLEM

Why AI Agent Identity

Breaks Down

The same gaps keep showing up. Agents run on credentials built for predictable workloads, not for actors that reason and act on inputs someone else can craft.

01

Too Much Access

Agents on shared service accounts carry permissions far beyond what any single task needs. One bad prompt and that full access is in play.

too much access ai agent identity
02

Tokens Prove Sessions

API keys and bearer tokens show that a session opened. They cannot prove who authorized the action or whether it was within policy when it ran.

tokens prove session ai agent identity
03

Controls Live Inside

OAuth scopes and gateway rules sit inside the runtime the agent already controls. A compromised agent is past them before they fire.

controls live inside ai agent identity
04

No Agent Inventory

Agents get deployed by multiple teams with no central registry. You cannot enforce a certificate policy on identities nobody has counted yet.

no agent inventory ai agent identity
05

No Migration Path

RSA and ECDSA underpin every agent certificate today. Both face deprecation before 2030. Without crypto-agility built in from the start, migration means rebuilding.

no migration path ai agent identity

THE STRATEGY

How to Address This

Strategically

Five things must work together: find what is out there, give each agent its own credential, tie access to the user not the service account, keep certificates rotating, and make every action provable after the fact.

001

Discover and Inventory

Scan the full environment and build a CBOM covering every agent credential, API key, algorithm, and issuing CA. Most organizations find agents they did not know about.

002

Issue Agent Certificates

Each agent gets a short-lived X.509 certificate from an internal CA. It cannot be copied, replayed from a different host, or extended past its expiry.

003

Scope to the User

PKI-backed OAuth 2.0 on-behalf-of flows limit what the agent can reach to the specific user it is acting for, not the service account it runs under.

004

Automate the Lifecycle

Enrolment, renewal, and revocation run programmatically with no manual steps. The same CLM platform handles agent credentials and your 47-day TLS certificates.

005

Produce Signed Records

Every issuance, access event, and revocation goes into a signed, SIEM-exportable record tied to a specific agent, user scope, and policy state at the time.

This is the approach Encryption Consulting takes to securing AI agent identities across enterprise environments.

FROM THE PRACTITIONERS

IAM covers identity, not behaviour. Agents introduce a different threat model, so the answer isn't more IAM policy but cryptographic controls below the reasoning layer. Agents need verifiable, rotating identities and should be managed as first-class cryptographic assets. For organizations already automating certificates and preparing for post-quantum cryptography, the challenge is governance and schema, not tooling.

PS

Puneet Singh

Principal, Encryption Consulting

Products & Services

How We Support

Your Security Journey

CBOM Secure

Cryptographic Discovery & Inventory

Scans your full environment and maps every agent credential, key, algorithm, and issuing CA into an audit-ready Cryptographic Bill of Materials. Every EC agent identity engagement starts here, because governing credentials you have not counted is not governance.

Explore CBOM Secure
CertSecure Manager

Certificate Lifecycle Management

Handles programmatic enrolment via SCEP, EST, and ACME, issues short-validity certificates for ephemeral agents, renews automatically before expiry, and revokes within seconds of a flag. No manual steps. ABI Research recognized CertSecure Manager as a CLM leader in 2026.

Explore CertSecure Manager
PKI-as-a-Service

Managed Certificate Authority Infrastructure

A fully managed internal PKI running on FIPS 140-2 validated HSMs, designed to issue agent certificates today and ML-DSA certificates when the post-quantum transition arrives. No PKI team needed on your side.

Explore PKI-as-a-Service
HSM-as-a-Service

FIPS-Validated Key Storage

The CA private key that signs every agent certificate lives inside FIPS 140-2 Level 3 hardware. If that key is exposed, every certificate it signed is compromised. HSM-as-a-Service closes that risk without on-premises hardware costs.

Explore HSM-as-a-Service
PQC Advisory Services

RSA and ECDSA certificates protecting your agents today need to migrate to ML-DSA (FIPS 204) and ML-KEM (FIPS 203) before 2030. We build the PKI with that migration already accounted for, so there is no full rebuild when the deadline arrives.

Explore PQC Services
Encryption Advisory Services

If you are not sure which agents are running or where your current IAM falls short, this is where we start. We assess the environment, close the gaps, and hand over a prioritized plan -- not a list of things to figure out on your own.

Explore Encryption Advisory Services

TRUSTED BY THE FORTUNE 500

4 of 5

Top Global Software Companies

4 of 5

Top Financial Services

3 of 5

Top Global Ranks

3 of 4

Top Energy & Utilities

Why Encryption Consulting

Discovery Before Deployment

We run CBOM Secure at the start of every engagement. Most clients find agent credentials they did not know existed. The inventory shapes everything that follows.

One Infrastructure, Three Mandates

The PKI and CLM automation built for agent identity is the same infrastructure the 47-day TLS mandate and the post-quantum migration to ML-DSA require. We plan all three together.

Cryptography-First Expertise

Our practitioners have designed CA hierarchies for large enterprises across financial services, healthcare, and defense. Architecture calls are made by people who have made them before.

Discover Our

Latest Resources

Key Management

Transform Static SSH Keys into Short-Lived Workload Identities

Static SSH keys are permanent, unmanaged credentials. Replace them with short-lived, attested workload identities using SSH certificates and SPIFFE/SPIRE.

Read more
Case Studies

White Paper

Post-Quantum Cryptography for Finance: Threats, Standards, and the Road to 2035

Discover the quantum threats, NIST standards, and future of post-quantum cryptography for finance in our comprehensive white paper.

Read more
Case Studies

Video

Decoding Post-Quantum Security on the International Space Station (Part 2) | What It Means For You

Explore expert insights on cybersecurity, PKI, and post-quantum readiness, with practical guidance to strengthen security and future-proof cryptography.

Watch Now
Case Studies