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The Identity Security Guide

Understanding the critical security challenges in modern cloud environments, and how IntegraTrace solves them.

01 · Understanding non-human identities

Non-human identities (NHIs) are automated accounts, service principals, API keys, and machine identities that authenticate without a human at the keyboard. They now vastly outnumber your workforce.

82:1
Non-human to human identity ratio in modern cloud environments
80%
Of cyber attacks exploit IAM vulnerabilities

What counts as an NHI?

Anything that authenticates programmatically, from a CI runner pushing artifacts to an autonomous agent making real-time decisions on your behalf:

  • Service accounts
  • API keys & tokens
  • CI/CD pipelines
  • AI agents
  • OAuth applications
  • Machine-to-machine (M2M) identities

Why NHIs are a security risk

Lack of visibility
Service accounts are created for projects and forgotten, API keys proliferate across teams, and AI agents are deployed without centralized tracking.
Over-privileged access
NHIs are frequently granted excessive permissions during development and never revoked, creating a massive attack surface.
Long-lived credentials
Unlike human passwords, NHI credentials often persist indefinitely. Old API keys remain active in repos, configs, and pipelines.
No multi-factor auth
Most NHIs rely solely on credentials. Compromise the credential and an attacker gets immediate access with no additional barrier.
AI agent autonomy
AI agents make autonomous decisions across your infrastructure. A compromised agent can act at scale, faster than human oversight.

02 · Permissions sprawl

Permissions sprawl is what happens when access rights accumulate over time without governance. Identities end up with far more permissions than they need, and far more than anyone can audit. As organizations grow and teams move quickly, permissions are granted liberally but rarely revoked. The result is a tangled web where dormant accounts retain access and the blast radius of any compromised credential is catastrophically large.

$4.45M
Average cost of a cloud breach (IBM Cost of a Data Breach Report)
80%
Of cyber attacks exploit IAM vulnerabilities

How sprawl happens

“Just-in-case” permissions
Teams request broad permissions upfront to avoid workflow interruptions, violating least privilege from day one.
Role changes without revocation
Employees move teams or leave, but their old permissions remain active. A developer-turned-salesperson keeps prod database access.
Temporary becomes permanent
Access granted for a project or incident is never revoked. “Temporary” permissions become permanent attack surface.
Shadow IT & decentralized provisioning
Multiple teams independently create service accounts and policies with no central coordination or visibility.
Complex cloud-native architectures
Microservices, serverless, and multi-cloud deployments create thousands of interconnected permissions that are impossible to manage manually.

03 · How IntegraTrace solves it

One platform to discover, monitor, and secure every human and non-human identity across AWS, Azure, and Google Cloud, with no agents and no blind spots.

Automated NHI discovery
Discover and catalog every service account, API key, machine identity, and AI agent across your cloud infrastructure.
Permission analysis
AI flags over-privileged accounts, dormant credentials, and policy violations across all three major clouds.
Real-time monitoring
Track every NHI action, detect anomalous AI agent behavior, and alert when permissions change unexpectedly.
Comprehensive access trails
Track every IAM change over time and generate SOC 2, ISO 27001, and regulatory-ready compliance reports.
Threat detection
AI-powered analysis identifies privilege escalation, suspicious patterns, and IAM-based attack vectors before they breach.
Actionable remediation
Clear, prioritized recommendations: which accounts to deactivate, which permissions to revoke, and which policies to update.

Built for the age of AI agents

As enterprises deploy more autonomous systems, the challenge of securing non-human identities will only grow. IntegraTrace is purpose-built for this reality: the visibility, control, and security to adopt AI confidently.

  • Multi-cloud (AWS, Azure, GCP)
  • AI-powered security analysis
  • SOC 2 Type II Certified
  • Set up in minutes, no agents

Identity blast radius

Blast radius is everything a single identity could reach if it were compromised. IntegraTrace builds a live access graph across AWS, Azure, and Google Cloud — connecting every human and non-human identity to the roles, policies, and resources it can touch, directly or through privilege chains. Click any identity to trace its full reach and see instantly which compromised credential would be catastrophic.

  • Direct and inherited access paths, visualized as an interactive graph
  • Privilege-escalation chains between identities, roles, and resources
  • Shared-role exposure — who else inherits the same access
  • The resources most exposed by standing access

Cloud IAM risk analysis

IntegraTrace analyzes effective permissions — the access an identity actually has once every role, policy, and group is resolved — to surface risk that raw policy reviews miss. It ranks the identities that put you most at risk and recommends exactly which permissions to remove.

  • Over-privileged and dormant identities, ranked by risk
  • Toxic permission combinations and drift from least privilege
  • Right-size recommendations you can act on
  • Continuous re-analysis as access changes

System access requests (SAR)

System Access Requests replace standing privilege with just-in-time access. Users request the access they need, approvers grant it in one auditable click, and every grant is automatically time-boxed so it expires when the work is done — shrinking the window an attacker can exploit and leaving a clean record for every audit.

  • Self-service requests scoped to a role, resource, and duration
  • One-click approval with full context on the requester and the access
  • Automatic expiry — no lingering standing access
  • Every request, approval, and expiry recorded for audit

Access trails

Access Trails are an immutable, queryable history of who and what touched every resource. IntegraTrace normalizes IAM and audit events from each cloud into a single timeline, so the investigations and audits that used to take weeks take minutes.