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Practical oversight for real‑world agents

Stop micromanaging AI agents without giving up control

IntentFrame is a safety layer that turns agent decisions into authorized actions — so people and teams can delegate real work with confidence.

A simple idea: oversight should scale

Today, humans review every high‑impact action. That doesn’t scale for consumers or businesses. IntentFrame automates the judgment layer so autonomy is safe, predictable, and accountable.

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Oversight without babysitting

Move from constant approvals to automated oversight that still respects your limits.

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Policies that translate to outcomes

Define what is allowed in human terms and let the system enforce it consistently.

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Audit-ready by default

Every action is visible, reviewable, and traceable — so trust grows over time.

The problem isn't intelligence — it's trust

Agents can already write, research, and plan. But when they're allowed to act, the risks are real: wrong emails, wrong files, wrong payments.

Most teams respond by adding manual approval steps. That keeps things safe, but it also keeps humans in the loop for everything.

IntentFrame is designed to remove the bottleneck without removing the guardrails.

agent: Requesting payment of $5,000...

intent: { action: "transfer", amount: $5,000 }

guardian: ⚠️ Exceeds limit ($500/day)

action: BLOCKED — Awaiting approval

Built for people who need reliability

This is a pitch to consumers, businesses, and investors who see the same gap: agents are powerful, but trust is missing.

Consumers

Delegate real tasks without the anxiety. IntentFrame keeps your agent inside the boundaries you set.

Businesses

Adopt automation without adding new risk. Clear policies, predictable behavior, and accountability.

Investors

A missing layer of agent infrastructure: safe execution, governance, and trust at scale.

Where this matters first

The focus is on real workflows where a small mistake carries a real cost.

Financial operations

Process invoices, expense reports, or approvals with guardrails that prevent costly mistakes.

Customer workflows

Let agents handle routing, follow-ups, and updates while preserving brand and policy constraints.

Personal admin

Email, scheduling, and files — with clarity on what the agent will do before it does it.

Principles guiding the product

Founder-level clarity without the internal mechanics.

Outcomes over promises — validate what will happen, not what an agent says.

Human authority stays in control — escalation exists for high‑risk actions.

Trust is earned through transparency — every step is observable.

Join the waitlist

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