AppViewX's agent identity product adds a kill switch that reaches shadow AI agents
AppViewX's Agent Identity Security now finds browser-based and short-lived shadow AI agents and can terminate any agent and its sessions at runtime. It handles agents as identities to scope and revoke, and every claim about how well that works comes from AppViewX and one customer, ZoomInfo.
Reality
- Evidence30
- Adoption20
- Hype gap+45
- Incentives85
- Confidence35
SailPoint moves identity governance from the quarterly review to the moment an AI agent acts
SailPoint says it will now stop bad access as it happens, citing up to 150 million AI agent interactions a day at an average Global 2000 company. Its own survey finds 15% of organizations can provision non-human access in real time, and removing agents' standing access depends on that capability.
Reality
- Evidence30
- Adoption20
- Hype gap+35
- Incentives80
- Confidence35
SailPoint's agent tools trade permanent access keys for temporary permissions
SailPoint added AI agent discovery and automated access cleanup to its identity platform, aimed at the 79% of enterprises it says run agents in production. Existing customers can bring agent credentials under the platform that governs their staff, on SailPoint's evidence alone so far.
Reality
- Evidence25
- Adoption
- Not scored
- Hype gap+55
- Incentives85
- Confidence35
Nvidia pitches OpenShell as a containment layer for AI agents
Nvidia is positioning its OpenShell runtime and Open Agent Safety Platform to contain AI agents, tying agent authority to independently proven control. The only public account is a single trade brief, so security teams can apply the principle to their own agents today while the product's containment claims wait for testing.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+30
- Incentives55
- Confidence35
Rig Security raised $12 million in seed funding to separate an AI agent's actions from those of the employee whose identity it borrows. The standard way to stop a misbehaving agent, disabling its account, locks out the person as well.
Reality
- Evidence40
- Adoption25
- Hype gap+30
- Incentives60
- Confidence45
Pillar Security CEO Ziv Karliner says OpenAI's sandbox escape shows AI agent limits must be enforced outside the model. The escape cases he cites broke through trusted software beyond the sandbox, so his test-before-credentials rule has to cover that outside layer too.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+10
- Incentives72
- Confidence55
AI-assisted commits leak secrets at roughly double the human rate in GitGuardian's 2026 data
GitGuardian's 2026 State of Secrets Sprawl Report says commits identified as AI-assisted leak secrets at about twice the rate of human-written ones. Agent and MCP config files also keep plaintext keys on developer machines where commit scanning and code review never look.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+20
- Incentives
- Not scored
- Confidence35
GitHub lets enterprise owners export every token that can reach their code
Enterprise Cloud owners can now pull owner, scope, expiry and last-use data for SSH keys, PATs and app tokens as a CSV. The export stops at credentials GitHub issued, so secrets pasted into repositories stay out of scope.
Reality
- Evidence58
- Adoption20
- Hype gap+5
- Incentives70
- Confidence62
Goldman Sachs Alternatives puts $400m into Cyera at the $12bn price set in June
Growth Equity at Goldman Sachs Alternatives has put $400m into Cyera at the valuation the company set in June, its third large round of 2026. What that cheque funds and what a security team can switch on next month are separate questions.
Reality
- Evidence45
- Adoption25
- Hype gap+30
- Incentives80
- Confidence55
buildOne report1 publisher A signed per-run envelope shrinks an agent's credential to two actions and two hours
A zero-click RCE hit four AI coding agents through 925 hijacked plugins. A dev.to post pins the reach of it on keys that never expire. Its replacement is a grant scoped to one run and one task.
Reality
- Evidence30
- Adoption12
- Hype gap+35
- Incentives40
- Confidence30
Hush Security found hardcoded credentials in 12% of credential slots across 82,000 public MCP configs
Hush Security searched public GitHub for the configuration filenames coding agents write, classified how each credential slot gets its value, and found a hardcoded literal in 12% of them, most of which match no vendor token format.
Reality
- Evidence45
- Adoption38
- Hype gap+12
- Incentives78
- Confidence58
A Ping-sponsored paper would tie every AI agent to a named human owner
Martin Kuppinger of KuppingerCole argues role-based access cannot hold an agent that makes probabilistic, multi-step decisions, and wants per-session credentials plus logs recording what the agent was told to do.
Reality
- Evidence28
- Adoption
- Not scored
- Hype gap+30
- Incentives78
- Confidence52
Okta extends just-in-time privilege to AI agents and CI/CD pipelines
Okta wants entitlements for AI agents and workloads evaluated continuously instead of recertified on a schedule, on the argument that approvals accumulate and access changes in the gaps between reviews.
Reality
- Evidence30
- Adoption14
- Hype gap+38
- Incentives76
- Confidence44
A stray Railway token let a Cursor agent delete PocketOS's production database in nine seconds
The token was unrelated to the task the agent was given, and its blanket GraphQL permissions covered the volume-level backups too. GitGuardian counts 24,008 secrets in public MCP config files, 2,117 of them still valid.
Reality
- Evidence34
- Adoption45
- Hype gap+32
- Incentives80
- Confidence55
buildOne report1 publisher MCP's confused deputy runs on the standing token provisioned at install time
The SANS 2026 survey puts 74 percent of businesses on standing credentials for autonomous AI, with no single control above 40 percent. The two MCP incidents most often cited as proof have different root causes.
Reality
- Evidence42
- Adoption38
- Hype gap+22
- Incentives58
- Confidence45
Two of Ping's four AI agent classes act on a human's own login
Ping Identity executives split enterprise AI agents into four classes at their Austin conference. The two that live on endpoints have no identity of their own, so their actions authenticate as the employee who lent them the credential.
Reality
- Evidence34
- Adoption
- Not scored
- Hype gap+32
- Incentives84
- Confidence52
The new controls compare an agent's runtime behaviour against its authorized scope and can revoke the credentials underneath it. The 57% unmanaged-identity figure behind the pitch is Orchid's own, and neither publisher gives the method.
Reality
- Evidence28
- Adoption14
- Hype gap+38
- Incentives88
- Confidence62
Orphaned AI agents keep their access after the employee who created them moves on
Reco says four in five AI tools in its telemetry run outside IT oversight, averaging 414 per 1,000 staff at smaller companies, which turns the cleanup into a question of who now owns each agent's credentials.
Reality
- Evidence40
- Adoption58
- Hype gap+22
- Incentives78
- Confidence55
Prompt injection recruits a fully credentialed agent
Pillar Security's Dor Sarig argues the non-human identity buildout answers who an agent is rather than what it does, and cites an internal agent any Slack message could trigger across a thousand private repositories.
Reality
- Evidence24
- Adoption18
- Hype gap+28
- Incentives86
- Confidence52
Agent chains scatter causality faster than entitlement reviews can reconstruct it
Mitiga field CISO Brian Contos argues most enterprises cannot say what a live agent did after the fact, and the people who feel that first are the auditors and responders who have to produce a sequence.
Reality
- Evidence18
- Adoption
- Not scored
- Hype gap+32
- Incentives72
- Confidence58