vicciz · Connected trip infrastructure
The AI agent that re-coordinates
the whole trip when travel breaks
Every disruption tool on the market fixes the one thing its owner
sold. Kiipling fixes everything else the delay just broke — across
airlines, hotels, transfers and tours, without a single integration.
vicciz is a travel-technology company building
Kiipling, an AI agent that manages a trip after it
is booked. When a flight is delayed or cancelled, Kiipling detects
the disruption automatically, works out which hotel, ground
transport, tour and activity bookings are about to break, drafts a
specific fix for each affected provider, and executes every one of
them the moment the traveller approves it. It reaches providers on
the channels they already answer — WhatsApp and email — so it
needs no API integration with the hotel or the car-rental desk.
vicciz sells Kiipling primarily to businesses: online travel
agencies, travel agents and tour operators buy it as white-label
trip care for their own customers, and the agent signs its messages
in their name. The product is also available directly to travellers
through the vicciz app. Every provider-facing action requires
explicit human approval before it is sent — a deliberate design
choice that keeps legal responsibility with the person who holds
it. The company is based in Israel and runs entirely on EU
infrastructure.
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4 of 4
Product stages with backend shipped and in production
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80
Live API endpoints
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1,283
Automated tests passing across 114 files
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$8–15
Target price per resolved incident, versus roughly $25 per
human support contact
The problem
A trip is assembled from many vendors. It breaks as one.
A traveller books the flight through one site, the hotel through
another, the transfer through a third and the tour directly with an
operator. When the flight slips two hours, all four bookings are
suddenly wrong — but no one company is responsible for more than
its own line item.
The tools that exist today inherit that boundary. Airline systems
re-accommodate passengers onto other flights. Online travel agency
servicing engines automate cancellations, exchanges and refunds —
for flights. Insurance and claims products pay out after the fact
rather than fixing anything. Behind all of them sits a human
support layer that costs roughly $25 per contact and is the first
budget line every large travel seller is now trying to shrink.
Nobody re-coordinates the rest of the trip. That is the gap vicciz
was built to fill.
The product
Four things Kiipling does that adjacent tools do not
Cross-vendor incident coordination
A delayed flight, a late hotel check-in and a missed transfer
are handled as one incident with one timeline, not three
unrelated support tickets. The agent reasons about downstream
impact — which pickup window moved, which check-in is now
outside policy, which tour slot is unreachable.
No integration required
Kiipling contacts providers over WhatsApp and email, the
channels they already staff. A traveller can be onboarded from
a reservation number and a date, or from a forwarded booking
confirmation the agent parses itself. No GDS connection, no
provider API, no passwords.
Approval as liability architecture
Nothing reaches a provider without explicit human approval.
Competitors treat human-in-the-loop as a user-experience choice
or a limitation to remove. For a business acting on a
customer's behalf it is the mechanism that keeps authority, and
legal exposure, with the party that actually holds it.
Priced per resolved incident
A published absolute price per fixed disruption, rather than a
percentage of claimed savings or an opaque enterprise contract.
It is directly comparable to the cost of the human contact it
replaces, which is the number a travel seller is already
measuring.
How it works
From detection to executed fix, in five stages
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1
Monitor
Disruption monitors poll flight status and other trip signals
every 30 minutes against the traveller's booked itinerary,
whether or not the trip was booked through a vicciz customer.
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2
Interpret
A three-stage AI pipeline classifies the incident and
identifies each downstream booking at risk, ranked by how
soon it breaks and how hard it is to recover.
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3
Draft
The agent writes a specific message to each affected
provider, in the traveller's language, informed by the
provider's terms and by applicable passenger-rights rules
such as EU261 and US DOT regulations.
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4
Approve
The traveller — or the agency operator acting for them — sees
exactly what will be sent and approves each action
individually. A second review stage checks every draft before
it is offered.
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5
Execute and report
Approved messages go out over WhatsApp and email, replies are
threaded back into the same incident, sentiment is monitored
for escalation, and the business receives a resolution report
for every case.
Where Kiipling sits
The layer between paying out and flying you somewhere else
The disruption market divides cleanly by what actually happens at
the moment something goes wrong. Most categories either compensate
the traveller or rebook a flight. Re-coordinating the remainder of
a multi-vendor trip is its own layer.
Where we are — August 2026
The backend is built. The next milestone is scale.
vicciz planned Kiipling in four stages: flight-disruption
management, white-label B2B service, direct consumer access, and
the full connected-trip platform. The backend for all four is
written, tested and deployed.
Shipped and running
80 API endpoints and 26 database migrations in production on
Google Cloud Run. A three-agent pipeline built on Google's
Agent Development Kit with Gemini 2.5 Flash, plus a
conversational agent with eight-intent classification and
preference-aware context. 1,283 automated tests across 114
files, all passing.
Beyond the core loop
A provider-interaction engine spanning five adapter types; a
retrieval pipeline over passenger-rights regulation using
pgvector embeddings; sentiment analysis with trajectory-based
escalation; insurance claims; trip parties; and B2B business
registration with branding and billing hooks.
Next
Production stabilisation, Stripe billing, live weather,
transport and hotel feeds for the disruption monitors, a voice
channel, and the autonomous-resolution accuracy milestone that
turns approved drafts into a measurable resolution rate.
First pilot
A white-label deployment for small agencies running Kivrey
Tsadikim pilgrimage tours: one conversational channel across
WhatsApp, phone and email for flights, ground rides and hotel
coordination, with operator takeover always available.
Who buys it
Business first, consumer second
1 · Travel businesses Priority
Online travel agencies, travel agents and tour operators buy
Kiipling as a managed service for their customers. They push
trip data over an API and get a dashboard for monitoring trips,
escalation reports and resolution metrics. The agent writes to
their customers in their name. Mid-market European operators
are the wedge: they feel disruption costs acutely and cannot
build this themselves.
2 · Travellers, through the vicciz app
Trip data flows automatically from the app to the agent, with
no proof of purchase required, and the agent operates under the
vicciz brand on a consumer subscription.
3 · Travellers, directly
Anyone can forward a booking confirmation for the agent to
parse, or enter reservation numbers by hand. Whatever can be
verified is verified; the rest is flagged for review.
Why now
The cost of human trip care is being cut, everywhere
Large travel sellers have spent the last two years replacing
support headcount with automation, and they are publishing the
savings. That creates a budget line for anything that resolves a
case without a person, and a service gap wherever the automation
stops — which, today, is at the edge of whatever the seller sold.
The regulatory backdrop compounds it. EU passenger-rights
compensation under EU261 represents an estimated €6.5 billion
a year, of which roughly two-thirds goes unclaimed. An agent that
already knows the rules can fix the trip and file the claim in the
same flow — something neither the claims companies nor the airline
tools attempt.
Questions
Frequently asked
What is vicciz?
vicciz is a travel-technology company that builds Kiipling, an
AI agent for managing trips after they are booked. Its core
capability is re-coordinating every downstream booking — hotel,
ground transport, tour, activity — when a flight is delayed or
cancelled.
What is the difference between vicciz and Kiipling?
vicciz is the company and the consumer-facing brand. Kiipling is
the AI trip agent it builds, and the product travel businesses
license as white-label trip care.
How is this different from flight-rebooking automation?
Flight-rebooking tools resolve the flight. Kiipling starts where
they stop: it identifies the hotel check-in, transfer pickup and
tour booking that the new flight time has broken, and fixes each
one with its provider. It works across vendors, including
bookings a traveller made somewhere else entirely.
Does Kiipling act without asking the traveller?
No. Every provider-facing action requires explicit human
approval before it is sent. The agent detects, decides and
drafts autonomously, then waits. This is a deliberate liability
architecture, not a temporary limitation.
Does a travel business need to integrate anything?
A business pushes trip data to one API and receives a dashboard.
No integration is required with the hotels, transfer companies
or tour operators themselves — Kiipling reaches those over
WhatsApp and email, the channels they already answer.
What does it cost?
Kiipling is priced per resolved incident, in a target range of
$8 to $15 per disrupted trip, set against a human support
contact costing roughly $25. Business pricing is a subscription
or per-customer agreement depending on volume.
Which channels does the agent use?
WhatsApp and email today, with a voice channel planned. It
replies in the traveller's preferred language and respects
stored preferences for channel and contact hours.
Where is data hosted?
Entirely in the EU. Application services run on Google Cloud Run
in europe-west3 (Frankfurt), with
PostgreSQL persistence in eu-central-1.
Is Kiipling available today?
The backend for all four product stages is deployed and running
as of August 2026, and the first white-label agency pilot is
underway. vicciz is talking to travel businesses about further
pilots now.