Tool use
A permitted tool can still be used in an unsupported sequence.
Individual actions may look ordinary while the combined trajectory expands capability, scope or external consequence.
Lotew for AI agents & autonomous systems
An authorized goal does not make every trajectory authorized.
Agents can expand scope through tools, credentials, network access, delegated actions and long-running execution. Lotew is designed as an independent layer that measures whether the evolving operational evidence still supports the next consequential step.
Trajectory expansion beyond the authorized envelope · conceptual visualization
Where static permission becomes insufficient
The operating boundary changes as the trajectory changes.
Privilege
Authority can be acquired indirectly.
Credentials, subprocesses, delegated agents and new integrations can change the practical operating envelope without changing the original objective.
Long horizon
Evidence supporting the initial task may become stale.
Long-running agents need an external record of what changed and whether the next action remains justified.
Containment defines where an agent begins. Operational authority determines what it may continue to do.
Controlled starting point
Begin with logs, tool calls and one bounded software workflow.
Lotew can begin retrospectively by reconstructing a known agent or automation trajectory, then move into shadow mode beside existing orchestration and security controls.
The initial objective is not to replace IAM, sandboxing, EDR or application policy. It is to measure the changing relationship between evidence, scope and the next consequential action.
Email us to discuss an autonomy design partnership
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Potential partner products
An independent layer around agents and software-directed consequence.
01
Trajectory replay
Reconstruct objective, actions, tools, scope changes and external effects across a long-running workflow.
02
Capability expansion measurement
Track how network, credential, filesystem, tool and delegated-agent access changes during execution.
03
Shadow action assessment
Evaluate proposed actions beside existing controls before any enforcement role is considered.
04
Vendor-neutral operating boundary
Apply one evidence discipline across multiple models, agents, tools and deployment environments.
Powered by Lotew’s domain-agnostic evidence-to-consequence infrastructure. Detailed architecture is disclosed selectively.
Start with one trajectory where static permission is not enough.
Bring a bounded agent workflow, existing logs and a consequential action boundary that needs independent measurement.