Every automated process in your enterprise depends on a credential to function. Whether it is an RPA bot logging into a legacy system, an integration service calling an API, or an agentic AI reading data from a cloud platform, nothing moves without a secret, a token, or a key to open the door.
Yet in most organizations, those credentials are managed as an afterthought. They are hard-coded into scripts, shared across processes, manually rotated when someone remembers, and rarely connected to a formal governance framework. The result is a sprawling, under-monitored layer of access rights that grows silently as automation scales.
“Credential breaches cost an average of $4.8M per incident and linger undetected for an average of 292 days.”
IBM Cost of a Data Breach Report, 2024
We published our latest white paper, Credential Management for Automated Processes: Securing Non-Human Identities at Scale, to address this gap directly. Here is a summary of what we found and what organizations should do about it.
The Scale of the Problem
Non-human identities, bots, service accounts, API keys, and integration users already outnumber human identities in most enterprise environments, and that gap is widening fast. Unlike human users, these identities run continuously, operate silently, and rarely attract the same governance attention as a person with a login.
144:1
Non-human identities now outnumber human identities by 144 to 1, growing 44% year-over-year
80%
of identity-related breaches involve compromised non-human identities such as service accounts and API keys
99%
of service accounts in cloud environments are over-permissioned, many at the administrative level
The problem compounds as automation estates grow. A single credential change can break dozens of processes simultaneously. A single compromised bot account can provide persistent access across systems without triggering a single alert, because the behavior looks normal.
Three Risk Dimensions
Security Risk
Automated credentials are attractive targets precisely because they operate within expected patterns. Hard-coded passwords, broadly shared service accounts, and credentials that are never rotated create long-lived attack surfaces. Once compromised, they are difficult to detect and often remain active for months.
Operational Risk
Password expirations, enforced resets, and policy changes routinely cause widespread automation failures, often outside business hours. The effort required to identify affected processes, update credentials, and restore operations is significant and frequently leads to security controls being bypassed under pressure.
Compliance and Audit Risk
Automated credentials frequently fall into a grey area between IT operations and business process ownership. Auditors regularly flag shared accounts, missing traceability, absent access reviews, and informal lifecycle management. In regulated industries such as financial services and healthcare, these findings carry serious consequences. Only 20% of organizations have formal processes for offboarding and revoking API keys.
Seven Principles for Secure Credential Management
The white paper sets out seven technology-agnostic principles that apply regardless of whether your automation runs on RPA, workflow orchestration, or agentic AI:
- 1
Apply Least Privilege by Design
Each automated identity should be explicitly scoped to a defined process, with permissions limited to what is strictly required.
- 2
Centralize Credential Storage and Control
Credentials must live in a secure, centralized repository, never embedded in scripts or config files.
- 3
Enforce Strong Environment Segregation
Development, test, and production must each use distinct credentials. Reuse across environments is a governance failure.
- 4
Manage Credentials Across Their Full Lifecycle
Creation, distribution, rotation, and revocation all require formal controls not informal workarounds.
- 5
Establish Clear Ownership and Traceability
Every credential needs a named owner and a documented purpose. If you cannot trace a credential to a process, you have a blind spot.
- 6
Use Automation-Compatible Security Controls
Interactive MFA does not work for unattended processes. Replace it with token-based auth, certificates, or managed identities.
- 7
Enforce Separation of Duties
No single person should design a process, assign its credentials, and approve the access. Independent oversight is non-negotiable.
The Lifecycle That Most Organizations Skip
One of the most practical sections of the white paper covers the credential lifecycle: Create, Distribute, Use, Rotate, and Retire. Most organizations focus on creation and largely ignore the rest. The consequences are predictable: credentials that outlive the processes they support, rotation that only happens after an incident, and retirement that never happens at all.
64% of four-year-old secrets are still valid. That is not a technology problem; it is a governance and process problem. The fix requires automation, clear ownership, and integration with change management pipelines.
What Good Looks Like
Organizations that manage credentials well share a common pattern: they treat non-human identities with the same rigor as human access. They use centralized secrets managers, automate rotation, log all credential usage, and conduct regular audits. They also invest in continuous improvement using monitoring and audit findings to update policies rather than waiting for an incident to force change.
The business case is clear: organizations that use AI and automation extensively in security save an average of $1.9 million per breach and reduce the breach lifecycle by 80 days. The investment in credential management is not a cost; it is a return.
Credential management is not a new problem. But as automation scales from scripted workflows to autonomous agentic systems, the stakes are higher than ever. The organizations that get this right will scale with confidence. The ones that do not will find that their biggest automation risk was hiding in plain sight.
The full white paper covers architectural options, a credential lifecycle diagram, governance and monitoring frameworks, operational playbook recommendations, and a complete set of best practices. Download it below.
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