Use cases
How teams put FriskAI to work.
From shipping a new agent to catching one that goes off-script, see how teams use FriskAI to understand what their agents do in production.
01/Going to production
Ship agents knowing what they'll do.
An overnight reconciliation agent clears payment exceptions and refund holds across thousands of customer accounts. It runs unattended, against real financial records, with no one watching.
From its first production run, FriskAI captures every action it takes. You watch which records it reads, which transactions it validates, and the moment a single-account lookup expands into a table-wide scan.
You go live knowing what your agent does, not hoping.
What it's doing, livereconciliation-agent
reconciliation-agent · tool calls
toollatencytime
Behavioral anomalies
Scope DeviationVolume AnomalyArgument Anomaly
02/Under review
Answer "what can it touch?" with a live view.
A scheduling agent pulls patient records to confirm appointments, route messages, and prep clinician inboxes. Every read touches protected health information, and security wants to know exactly what it can reach.
FriskAI turns the traces into a view anyone can read: which records the agent accesses, which tools it calls, and how that footprint changes over time. Security and compliance see it for themselves, in real time.
You make agent behavior reviewable in real time, not at the next audit.
What it's doing, livescheduling-agent
scheduling-agent · tool calls
toollatencytime
Behavioral anomalies
System DeviationOperation DeviationScope Deviation
03/When something looks off
See exactly what an agent did, in minutes.
A support agent issues credits, processes refunds, and updates account status straight from a ticket. One overnight session, it starts issuing credits far faster than any human queue ever would.
FriskAI flags the behavior as it happens and shows the exact sequence of actions the agent took. You trace the runaway loop step by step, instead of reconstructing it from logs days later.
You catch a runaway agent in minutes, and you can see exactly what it did.
What it's doing, livesupport-resolution-agent
support-resolution-agent · tool calls
toollatencytime
Behavioral anomalies
Volume AnomalyOperation DeviationScope Deviation
See your agents clearly
See your own agents through FriskAI
Drop the SDK into a sandboxed agent. Walk through your real traces with our team in 30 minutes.