Enterprise AI has a measurement problem. Companies are deploying agents at a pace that outstrips their ability to track what those agents actually do, what they cost, and whether they produce any measurable value. Finance teams watch token bills climb. Security teams watch permission scopes expand. Nobody has a dashboard that connects the two.
Portal26 thinks it can fix this with AMP (Agent Management Platform), launched today. The pitch: discover every agent in your environment, assess its risk, measure its impact, and decide whether to keep it, quarantine it, or kill it.
The Shadow Agent Problem Gets a Command Center
AMPβs starting point is discovery. The platform automatically finds AI agents operating across the enterprise β including ones that were deployed outside IT oversight, connected to unauthorized tools, or quietly racking up API costs that nobody approved.
This is the same shadow AI challenge that AvePoint AgentPulse and Singulr Agent Pulse target, but Portal26 approaches it from a different angle: value realization. Where Singulr focuses on runtime governance and AvePoint on IT admin visibility, Portal26 asks the question most tools skip β is this agent actually worth running?
For each discovered agent, AMP provides:
- Behavioral analysis β what models it calls, how many tool invocations it makes, which internal systems it touches
- Risk scoring β overentitled permissions, unsupervised access to sensitive systems, attempts to initiate transactions without human oversight
- Cost tracking β token consumption per agent, per use case, with trends over time
- Impact measurement β productivity metrics mapped to business outcomes, not just inference counts
Security: Purpose-Built Agentic Risk Detectors
Portal26βs security layer goes beyond traditional monitoring. The platform includes risk detectors specifically designed for agentic AI patterns:
- Agents accessing internal systems without authorization
- Agents initiating sensitive transactions without human-in-the-loop
- Permission escalation patterns β agents gradually expanding their access scope
- Rogue behavior detection β agents generating processes at unwanted scale
When threats are detected, security teams can quarantine or remove agents directly from the platform, or trigger responses through existing security tool integrations.
The forensic layer is notable: Portal26βs NIST FIPS-certified AI vault stores granular agent tracing data for compliance and audit purposes. Every agent action gets logged, timestamped, and preserved in a tamper-evident store.
The ROI Question Nobody Else Is Answering
This is where Portal26 differentiates most sharply. While the RSAC 2026 pre-wave has been dominated by agent security products β TrojAI, Manifold, Menlo, and others β Portal26 is the first to explicitly frame agent governance as a business value problem, not just a security problem.
The productivity dashboards break down AI consumption by use case, enabling cost analytics that are otherwise buried in aggregate API bills. An agent that costs $500/month in tokens but saves 40 hours of analyst time is worth keeping. An agent that costs $200/month and produces outputs nobody uses is not.
βMost existing tools are unfinished, bolt-on approaches to platforms originally architected for traditional network, endpoint, or application monitoring,β said Pakshi Rajan, Portal26βs Chief AI Officer. βPortal26βs controls are built natively for AI-first environments.β
Where This Fits in the Stack
The agent governance landscape is fragmenting fast. Hereβs how the pieces fit:
| Layer | Product | Focus |
|---|---|---|
| Identity | Okta for AI Agents, SailPoint | Who is this agent? |
| Runtime | Singulr Agent Pulse | What is this agent doing right now? |
| IT Admin | AvePoint AgentPulse | How many agents do we have? |
| Policy | AWS AgentCore | What rules does this agent follow? |
| Browser/Endpoint | Menlo Security, Manifold | Where does this agent execute? |
| Value + Security | Portal26 AMP | Is this agent worth running? |
The βvalueβ layer is new. Previous products assumed agents were worth deploying and focused on making them safe. Portal26 asks whether they should exist at all.
The RSAC 2026 Governance Explosion
Portal26βs launch lands in a week that has already produced five agent security launches in a single day, AWS AgentCore GA, and the FTCβs first enforcement framework for AI agents. RSAC 2026 (March 23-27) will likely surface a dozen more.
The pattern is clear: agent security is no longer a feature within existing products. Itβs a standalone market category, with specialized vendors at every layer of the stack.
For OpenClaw users running self-hosted multi-agent teams, the implication is practical: the tooling to discover, monitor, and govern your agents is arriving fast. The question is whether you need enterprise governance software, or whether built-in guardrails and ClawBands are sufficient for your scale.
Bottom Line
Portal26 AMP is the first agent governance platform that treats ROI measurement as a first-class security concern. In an environment where Gartner predicts half of agent deployments will fail and token costs are exploding, knowing which agents earn their keep is as important as knowing which ones are dangerous.
Available now at portal26.ai. The platform discovers agents, enforces security policies, and measures impact β the trifecta that enterprise AI governance has been missing.