Put AI agents into production, and keep each one on task

Put AI agents into production, and keep each one on task

Each example shows the task, what the agent tried and what Darkhunt did.

Each example shows the task, what the agent tried and what Darkhunt did.

Within their permissions, but not their task

Within their permissions, but not their task

Each agent had the access it needed for the job. Darkhunt checked each step against the task and what had happened so far. When a step didn’t fit, the rules set up for that agent decided what happened next. Here, two steps are stopped, one of them held for a person to approve, and one is flagged.

Each agent had the access it needed for the job. Darkhunt checked each step against the task and what had happened so far. When a step didn’t fit, the rules set up for that agent decided what happened next. Here, two steps are stopped, one of them held for a person to approve, and one is flagged.

Healthcare

A claims agent tries to send more than the insurer asked for

A claims agent tries to send more than the insurer asked for

The task

An insurer asks for one lab result to process a claim

An insurer asks for one lab result to process a claim

What the agent can do

Read patient records and send documents to insurers

Read patient records and send documents to insurers

What it tries

Send the full medical history, with diagnoses, medications and clinical notes

Send the full medical history, with diagnoses, medications and clinical notes

Stopped

Nothing is sent. The lab result can go once a person approves it.

Nothing is sent. The lab result can go once a person approves it.

Financial services

An invoice tells an accounts payable agent to pay someone else

An invoice tells an accounts payable agent to pay someone else

The task

Pay an approved supplier invoice

Pay an approved supplier invoice

What the agent can do

Read invoices and make payments

Read invoices and make payments

What it tries

Pay a new bank account, because a line of white text in the invoice told it to

Pay a new bank account, because a line of white text in the invoice told it to

Stopped

Stopped automatically. No money moves, and no one has to approve anything.

Stopped automatically. No money moves, and no one has to approve anything.

Custom apps

A contracts agent reads far more contracts than its task needs

A contracts agent reads far more contracts than its task needs

The task

Review one customer’s contract

Review one customer’s contract

What the agent can do

Read contracts

Read contracts

What it tries

Read every customer’s contract

Read every customer’s contract

Flagged

The reads go ahead and are marked in the record for someone to look into.

The reads go ahead and are marked in the record for someone to look into.

Runtime supervision for AI agents. Darkhunt checks every step your agents take and catches the ones that don’t fit the task.

Runtime supervision for AI agents. Darkhunt checks every step your agents take and catches the ones that don’t fit the task.

Runtime supervision for AI agents. Darkhunt checks every step your agents take and catches the ones that don’t fit the task.