Viskor Demo · Catch the drift
Live demo

Catch the drift

An agent has been quiet for three weeks. Then, one morning, it starts doing things it has never done. Nobody wrote a rule for any of it — watch Viskor notice anyway, because it learned what normal looks like.

Nothing to configure per agent. Viskor learns each agent's normal from the traffic it already sees.
A gateway enforces what an agent is allowed to do. Viskor tells you when it stops doing what it usually does.
Every finding shows what was seen, what normal was, and why it matters — no black-box score.
4 acts · ~100 sec

Synthetic data — Viskor never shows customer traffic in demos.

claims-intake-assistant agent · day 22
Viskor what normal looks like
Learning what's normal● day 1–7

Nothing is reported while Viskor learns. A first use inside the warm-up is baseline, not an alarm — and a source that couldn't see a tool never counts it as new.

Normal for this agent21 days · 0 findings
Claims intake assistantowner: Priya Nair
Model
anthropic · claude-sonnet
Tools
read-claim-recordlookup-policy
Talks to
claims-db.internaldocs.internal
A day
~12k tokens · weekdays 08:00–18:00
New toolHIGH
Claims intake assistant used a tool it has never used: execute-claim-payout
Seen
payments-mcp · tools/call
Normal
2 tools in 21 days
Why high
moves money
New destinationMEDIUM
First connection to claims-ledger.internal
Normal
claims-db, docs
Matched to
agent "Payments agent" · 0.80
VolumeMEDIUM
5.2× its usual tokens today
Usual day
11.9k
Today
61.9k
What Viskor says — and doesn't

It reports what changed, the evidence, and the baseline it was measured against. It doesn't claim to know why — a new payout tool might be a legitimate rollout. That call is yours.

no rule written no agent changes no black-box score
Your calltriage
AcknowledgeDismiss Suppress: this tool, this agent, 30 d Watch for 30 days

Watching hands the agent to your ordinary policies — its next call to a payout tool can be held or blocked. A finding arrives after the event; a watch is how you act on the one after.

✓Sent to your channel · signed webhook · with the evidence
Act 1

The takeaway

Normal, learned. Drift, explained.

"Rules catch what you predicted. Drift catches what you didn't."

One agent, three signals, no rules written. Each came with the baseline it was measured against — and acting on it is a click away.