Portal26 announced the launch of its Agentic Token Control module, a first-of-its-kind capability designed to give organizations precise control over how much their autonomous AI agents consume and spend as they run. As enterprises increasingly deploy AI agents to automate complex workflows, uncontrolled AI resource usage - also known as token consumption - has emerged as a critical risk, driving unpredictable costs, degraded performance, and operational instability.
Quick Intel
Agentic Token Control provides real-time governance over AI agent token consumption.
Enforces policy-based limits at agent, workflow, or organizational level.
Automatically intervenes with throttling, pausing, or termination when limits exceeded.
Addresses recursive loops and over-querying that cause exponential token usage.
Eliminates surprise overages by aligning agent behavior with predefined token budgets.
Available immediately as part of Portal26 platform.
As organizations adopt multi-step, autonomous workflows powered by large language models, agents can unintentionally enter recursive loops, over-query systems, or expand tasks beyond their original scope—leading to exponential token usage. Until now, no dedicated solution existed to manage this risk at scale. Portal26's new Agentic Token Control module directly addresses this challenge by introducing intelligent guardrails that ensure AI agents operate efficiently, responsibly, and within defined limits.
Real-Time Token Governance: Monitor and enforce token usage across agents as they operate, preventing uncontrolled loops and excessive consumption.
Policy-Based Limits: Define granular thresholds at the agent, workflow, or organizational level to ensure usage stays within budget and intent.
Adaptive Safeguards: Automatically intervene when agents approach or exceed limits, including throttling, pausing, or terminating execution.
Cost Predictability: Eliminate surprise overages by aligning agent behavior with predefined token budgets.
Operational Visibility: Gain clear insight into how and where tokens are being used across agentic systems.
Conclusion
As Arti Raman, CEO of Portal26, stated: "Agentic AI is powerful, but without cost controls, it can quickly become expensive and chaotic. We've watched enterprises like Uber discover the hard way that adoption speed and cost predictability are on a collision course. Agentic Token Control gives organizations the telemetry and confidence to scale AI agents without waking up to an invoice they didn't plan for."
Pakshi Rajan, Chief Product and AI Officer of Portal26, added: "Agentic cost controls represent a foundational layer for responsible AI operations. It's more than cost controls—it's about making agentic systems reliable, governable, and enterprise-ready."
Availability
The Agentic Token Control module is available immediately as part of the Portal26 platform.
About Portal26
The Portal26 AI Adoption Management Platform provides enterprises full visibility and control of all Generative & Agentic AI to enable the buildout of a secure, trusted, and responsible AI program that lifts long-term organizational competitiveness and productivity. As the most mature AI governance offering, Portal26 is the only platform that uniquely provides full-life cycle management of AI consumption from security to ROI.
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