Gensee / Use cases

Real work.
Better outcomes.

Give people room to work with AI. Give security teams the context to protect it—and the tools to strengthen their defenses.

Safeguard AI work Strengthen cyber defense
Defense for AI / Use cases

Real work.
Real consequences.

Human mistakes, agent errors, and malicious inputs can meet in the same workflow. Build protection around the work itself.

01

Computer-use assistants

Finance, operations, and sales teams ask a computer-use assistant to reconcile spreadsheets, prepare reports, or update business applications.

What can go wrong
A broad folder selection, an overwritten original, or a report sent to the wrong destination can turn an ordinary task into a costly mistake.

How Gensee helps

Scope resources and permissions, stage changes, and treat publishing as a separate consequential action.

Employees keep moving

Prepare reports and complete repetitive work with clear guidance on what needs review.

Security gets clarity

See the affected resource, relevant policy, and available evidence when work crosses a boundary.

02

Coding agents

A developer asks Claude Code or Codex to migrate a service. Several approaches look promising, each changing code, dependencies, and local state.

What can go wrong
A destructive shortcut, an unsafe dependency, or an unexpected production write can outlive the original task.

How Gensee helps

Run candidate approaches in isolated workspaces, validate the results, and selectively promote accepted output.

Discard and rollback cover supported workspace state. Sent messages, published artifacts, and remote transactions require separate controls.

Employees keep moving

Try different strategies and discard unwanted workspace changes without disturbing active work.

Security gets clarity

Set acceptance conditions and control external effects before they happen.

03

Work and personal contexts

The same employee uses an assistant for company work and a side project, sharing a machine, account, or persistent context.

What can go wrong
Internal code, customer information, or credentials can travel into a personal repository, generated artifact, or unapproved account.

How Gensee helps

Connect company resource boundaries, sensitive-content signals, available session context, and destinations.

Employees keep moving

Work within clear data boundaries and get an understandable explanation when a transfer needs attention.

Security gets clarity

Investigate evidence of a boundary crossing without treating personal use alone as proof of a leak.

04

Long-running autonomous work

An agent spends hours on a difficult assignment, trying alternatives, calling tools, and delegating subtasks while the employee is away.

What can go wrong
It may alter configurations, reuse credentials, recruit subagents, or exploit an allowed service to work around a restriction.

How Gensee helps

Bind authority to the operation, constrain delegated access, expire temporary permissions, and connect activity across time.

Employees keep moving

Let authorized work continue without repeatedly approving every routine step.

Security gets clarity

Identify consequential drift, inspect the supporting evidence, and intervene at the affected boundary.

05

Untrusted content

An assistant reads a supplier document, support ticket, website, or repository instruction as part of legitimate company work.

What can go wrong
Instructions hidden in that material redirect the assistant toward secrets, unrelated systems, or unauthorized actions.

How Gensee helps

Keep permission decisions outside untrusted content and constrain the data and effects available to the operation.

Employees keep moving

Keep using useful outside information without granting that information authority over the workspace.

Security gets clarity

Trace a suspicious action to its available source context and inspect which boundary was crossed.

06

Tools, packages, and skills

An agent installs a dependency, skill, plugin, or MCP server to complete an otherwise legitimate task.

What can go wrong
An installation script or newly introduced tool reaches credentials, files, or networks beyond what the task requires.

How Gensee helps

Assess introduced components, isolate execution, limit their authority, and connect consequential effects to their source.

Employees keep moving

Use helpful tools inside a scoped environment with clear exceptions.

Security gets clarity

Understand what changed, which component was involved, and what it could access.

AI for Defense / Use cases

Findings are a starting point.
Verified progress is the goal.

01 /

The upgrade that keeps breaking.

A known vulnerable dependency remains in a mature application because a straightforward upgrade breaks compatibility. Reproduce the issue, explore a bounded repair, and test required behavior.

02 /

The code an agent just introduced.

A coding agent adds a script, dependency, or API change. Assess the candidate and its execution scope before it becomes trusted application code.

03 /

The migration with a hidden consequence.

A database change unintentionally broadens access or disrupts tenant boundaries. Evaluate permissions and required application behavior as well as the migration itself.

AI for Defense is a design partner initiative. We agree on the target, access, validation, and success criteria before an evaluation.

Let’s put it to work

Bring the problem.
Build the evidence.

See Gensee in action, or help shape what comes next. Start with the work your people and agents actually do.

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