INSIDE 3.3
AIP-024

AI platform execution limits

AI execution limits bound model and function work, while specific caches and compatibility fallbacks help selected operations continue.

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Where to find it
Settings › AI › AccountsSettings › AI › Features

What it is

AI execution limits bound how much work an AI feature can attempt. Different controls cover input size, repeated model calls, tool calls and elapsed time. Selected services also reuse cached information or retry a compatible request format.

Who uses it and why

Administrators agree suitable limits with Powerfront so AI tasks have enough time and context to finish. Limits can also prevent repeated function work from continuing indefinitely.

Where to find it

Powerfront manages shared limits in Settings › AI › Accounts. Features in Settings › AI › Features use those defaults and any applicable feature-specific context options.

You can access Features with the Settings role and AI access, or the Developer role.

How it works

The default function iteration allowance is 3, and Max Function Seconds defaults to 30 seconds. An iteration can request several tools, so this count is not always the number of individual tool calls.

Managed context uses Maximum run time (seconds) instead of the older function-time default. Individual model requests and tools can have shorter deadlines. Specialist invocations can also have their own allowances.

Where an accumulated token allowance is supplied for a run, reaching it disables further tools after the generation is counted. Exceeding an individual tool-call allowance returns a tool-limit failure for the excess call.

Caches and fallbacks belong to particular services. For example, managed prompts can reuse cached prompt content, and selected providers can retry a compatible request format. These behaviours do not establish automatic switching to another model provider.

Configure it

Ask Powerfront to review the shared account limits and the context mode your features use. Specify the task that stops too soon or runs too long so Powerfront can identify which limits to change.

The Max Function Count control offers 1 to 10, and Max Function Seconds offers 1 to 60 seconds. Managed Maximum run time (seconds) defaults to 1,800. Maximum wake delay (seconds) defaults to 300, and Enable Continue Work starts off.

Ask Powerfront to set Maximum input tokens when you need an explicit adaptive input budget. A blank value derives the budget from the model. See the context-management feature for compaction and recent-message controls.

Settings

Setting Where Applies to Default Who can change it What it does
Max Function Count Settings › AI › Accounts website 3 PowerfrontSets the default iteration allowance for applicable AI execution loops.
Max Function Seconds Settings › AI › Accounts website 30 seconds PowerfrontSets the default elapsed-time allowance for applicable execution loops using simple context.
Maximum input tokens Settings › AI › Accounts › Advanced context settings website Not set: derived from the model limit PowerfrontOverrides the adaptive context input budget; a blank value derives it from the model limit.
Maximum run time (seconds) Settings › AI › Accounts › Advanced context settings website 1800 seconds PowerfrontSets the default managed run duration, subject to shorter provider and tool deadlines.
Maximum wake delay (seconds) Settings › AI › Accounts › Advanced context settings website 300 seconds PowerfrontBounds requested delays between continued-work turns.
Enable Continue Work Settings › AI › Accounts › Advanced context settings website Off PowerfrontAllows managed agent runs to continue working and send interim updates when enabled for the feature.

Permissions

Permission Lets you
AI With the Settings role, allows access to feature-specific AI options; the Developer role can also access Features.

Limits and good to know

  • Input context, generated output and accumulated run tokens are different quantities. One setting does not cap all three.
  • Limits bound execution; they do not create a monetary spending cap or a guaranteed response time.
  • A timeout or cancellation does not establish that an external action already performed by a tool has been undone.
  • Cache freshness and fallback behaviour vary by service. There is no single cache duration for all AI work.
  • A provider compatibility retry does not guarantee recovery from an outage.

Depends on and works with

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FAQ and troubleshooting

Why did the AI stop before finishing all its tools?

It may have reached an iteration, tool, token or time allowance. Give Powerfront the feature and conversation so they can identify the effective limit.

Why does a managed run last longer than Max Function Seconds?

Managed context uses its run-time allowance. The older function-time default does not describe every execution mode.

Will INSIDE switch providers if one fails?

The specific compatibility fallbacks described here do not provide general cross-provider failover. Ask Powerfront to confirm the recovery behaviour of your selected feature and provider.

Why did a shared limit change several features?

Those features may use the same AI account. Ask Powerfront to review the affected account and any feature-specific overrides.

INSIDE 3.3 · Source commit 992abb980bContent is a pre-release draft© 2026 Powerfront