Portal26 launches Agentic Token Controls to cap runaway AI agent spend

Generative artificial intelligence security startup Portal26 Inc. today announced the launch of a brand new module designed to rein in runaway token consumption by autonomous AI agents, an issue the corporate says is driving unpredictable costs and operational instability at enterprises rolling out agentic workflows.

The brand new module lets administrators set token budgets for individual agents, specific workflows or the entire organization. Agents nearing a cap get throttled and people who blow through one will be paused or killed outright.

Portal26 argues that multistep autonomous agents built on large language models can unintentionally enter recursive loops, over-query systems or expand tasks beyond their original scope, resulting in exponential token usage and surprise bills. The corporate is pitching the brand new module as the primary dedicated tool to administer the danger at enterprise scale.

“Agentic AI is powerful, but without cost controls, it may possibly quickly change into expensive and chaotic,” said Chief Executive Arti Raman. He cited Uber Technologies Inc. for example of an enterprise that discovered “adoption speed and value predictability are on a collision course,” and said the brand new module gives customers telemetry to scale agents “without waking as much as an invoice they didn’t plan for.”

Alongside the enforcement layer, the module provides real-time visibility into where and the way tokens are being spent across agentic systems, with adaptive safeguards that intervene routinely as limits are approached. The controls are aimed toward making cost predictability a default somewhat than a post-hoc finance exercise.

Token consumption has emerged as an increasing issue as more corporations move from experimental generative AI deployments to production agentic systems that chain model calls across tasks. Each call carries a price and agents that loop or expand scope can rapidly multiply that cost without triggering traditional budget controls.

The launch follows Portal26’s recent rollout of broader Agentic Management tools focused on AI security and measuring business value. Pakshi Rajan, chief product and AI officer at Portal26, noted that the brand new module is “greater than cost controls” and represents “a foundational layer for responsible AI operations.”

Portal26 is a enterprise capital-backed startup that has raised $15 million over two rounds, including $9 million in November. Investors in the corporate include Refinery, Shasta Ventures LP and Fusion Fund.

Image: Portal26