Tizora
AI Product Engineering
Startups MVP
Mid-level Businesses
Enterprise Solutions
Industries
Parking & Logistic
Fintech
Aviation
Medical & Healthcare
eCommerce
Security & Compliance
AI Security
Application Security
Shopify App VAPT
Insights
Parking
Fintech
Aviation
Healthtech
eCommerce
All Case Studies
About Us
AI Product Engineering
Industries
Security & Compliance
Insights
About Us
  1. Home
  2. Case Studies
  3. Aviation
  4. Aircraft Turnaround Management

Aircraft Turnaround Management Software for Airport Operations

Tizora is building aircraft turnaround management software as a focused proof of concept for airport operations teams. It joins flight schedules, gate and stand plans and SOPs into one live timeline per flight, flags turnaround delay risk early, shows gate and stand occupancy, and recommends aircraft parking decisions with the reasons and sources behind them.

Discuss a turnaround pilotSee our aviation work
Illustration of an aircraft tail fin in dark teal with a diamond pattern and the Tizora logo, above a white fuselage against a light blue sky
Stand C28 · Target 14:35DeboardingOn time
At the core

What the turnaround management software gives an operations team

1Live timeline per flightArrival, turnaround tasks and departure in one place
3Decisions supportedTurnaround delay risk, gate and stand occupancy, aircraft parking
6Operations teams, one shared viewFrom the AOCC to ground-handling supervisors
100%Recommendations linked to a sourceOperational data, SOP or airport rule behind each one
The challenge

Why do aircraft turnarounds run late?

An aircraft turnaround is everything that happens between an aircraft arriving on stand and pushing back for its next flight: passengers off, baggage and cargo unloaded, cleaning, catering, fuelling, checks, boarding and loading. Many of these tasks run in parallel, are done by different companies and depend on each other. One late fuel truck or a missing set of steps can move the whole departure.

Most turnarounds do not run late because nobody is working. They run late because nobody sees the problem early enough. Information is spread across flight systems, turnaround plans, SOPs, emails, radio calls and operational teams, while delays and resource conflicts keep changing through the day. It is the same coordination problem we solved between a storefront and warehouse robots in our CStore Master project, only with aircraft, stands and departure slots.

Any decision also has to be explainable. A duty manager who moves an aircraft to a remote stand needs to know which airport rule allows it and what happens to the next arrival.

  • No single live view of where each turnaround stands against its plan
  • Delay risk noticed late, when the departure time is already lost
  • Gate and stand conflicts found by phone and radio, not ahead of time
  • SOPs and airport rules hard to find at the moment a decision is needed
  • Existing flight and airport systems had to stay in place
Regional jet parked at gate C28 at dusk with the passenger boarding bridge attached and baggage belt loaders waiting on the apron

How does the turnaround management system work?

Seven steps take the system from raw operational data to a decision a person can act on. The software does not move aircraft or change plans by itself. It tells the right team what is at risk, why, and what they can do about it.

  1. Connect the sources

    Flight schedules, the gate and stand plan, turnaround plans and operational updates are read from the systems the airport already runs.

  2. Build one flight record

    The inbound flight is linked to its outbound flight, aircraft, stand and planned turnaround tasks, so every team looks at the same record.

  3. Track the turnaround

    Each task and milestone is tracked against its planned time: on blocks, deboarding, cleaning, catering, fuelling, boarding and off blocks.

  4. Score delay risk

    When a task starts late or runs long, the system works out whether the departure time is now at risk and by how much.

  5. Check gates and stands

    Live gate and stand occupancy is compared with upcoming arrivals to find conflicts before the next aircraft needs the position.

  6. Recommend a decision

    For a conflict, the system suggests a suitable aircraft parking position and shows the airport rules and data behind the suggestion.

  7. Alert and record

    The right team gets an alert with the context. What was recommended, and what was decided, is kept in the decision history.

1 / 7
Solution architecture

Turnaround management system architecture

The design is layered so it adds intelligence without replacing the systems an airport already depends on. Operational sources feed an integration layer that keeps one record per flight. Three services work on that record: a turnaround tracker, a delay-risk engine and a stand occupancy view. Their output becomes recommendations, delivered through an operations dashboard, alerts and a knowledge assistant.

Two ideas carry over from our other work. The software wraps existing systems instead of replacing them, the same approach we took with the recognition engine in our AI license plate recognition project. And every recommendation is written to a decision history, much like the append-only audit log behind our core banking platform.

Three decisions that shaped the design

  1. 1

    Wrap, don't replace. The software reads from the flight and stand systems already in use. Nothing has to be ripped out to start a pilot.

  2. 2

    People decide, the software recommends. Every alert and parking suggestion goes to a named role with the reason attached. The duty manager or planner makes the call.

  3. 3

    Show the source every time. A recommendation links back to the data, SOP or airport rule it came from, so it can be checked on the spot and reviewed later.

Swipe to see the full diagram →

Figure 1. Turnaround management system architecture. Existing airport systems stay in place; an integration layer keeps one record per flight, and every recommendation carries its reasons and sources.
Key features

What does the aircraft turnaround software do?

Six capabilities, each built around a question operations teams ask many times a shift.

Live turnaround timeline

Where is this turnaround against its plan? One timeline per flight, updated as tasks start and finish.

  • Planned vs actual task times
  • Inbound linked to outbound
  • One view for every team

Turnaround delay risk alerts

Which departures are at risk right now? Risk is flagged while there is still time to recover.

  • Late or long-running tasks
  • Knock-on effect on departure
  • Alerts sent to the right role

Gate and stand occupancy

Which positions are busy, and until when? A live picture of gates, stands and remote bays.

  • Current occupancy
  • Upcoming arrivals
  • Conflicts shown ahead of time

Aircraft parking recommendations

Where should this aircraft go? Suitable positions suggested when a gate or stand conflict appears.

  • Checked against airport rules
  • Reason shown with each option
  • Planner keeps the final say

SOP knowledge assistant

What does the procedure say? Ask in plain language and get an answer from your own manuals and SOPs.

  • Plain-language questions
  • Source-linked answers
  • Version-controlled documents

Decision history

What was decided, and why? A record of alerts, recommendations and actions for review.

  • Role-based access
  • Audit-friendly history
  • Input for post-operation reviews

What technology powers the turnaround platform?

The proof-of-concept stack, layer by layer.

Data sources

What the airport already has, read through integrations.

  • AODB integration
  • Flight schedule data
  • Gate and stand plan data
  • SOP and airport rule documents

Losing minutes on the apron? See how a turnaround pilot could run on your existing flight and stand data.

30-minute call, no commitment

Talk to our aviation team
What changes

Turnaround management before and after the software

This is a proof of concept, so the table compares how the work is done, not measured performance. Turnaround time and on-time performance figures will be added once a pilot has been measured.

Operational needWithout the softwaretoWith the softwareChange
01Turnaround statusWithout the softwareAsked for by phone and radioWith the softwareOne live timeline per flightShared view
02Delay riskWithout the softwareSeen when the departure is already lateWith the softwareFlagged while there is time to recoverEarlier
03Gate and stand conflictsWithout the softwareFound as the next aircraft arrivesWith the softwareShown ahead of the arrivalEarlier
04Aircraft parking decisionsWithout the softwarePlanner experience and manual checksWith the softwareSuggested positions with reasonsExplainable
05Finding the right SOPWithout the softwareSearch across folders and inboxesWith the softwarePlain-language question, sourced answerFaster
06Reviewing a decisionWithout the softwareRebuilt from logs and memoryWith the softwareRead from the decision historyTraceable

About this comparison

Stage:
proof of concept, not yet a measured production deployment.
Basis:
the workflow the software is designed to change, as described on this page.
Next:
measured turnaround and on-time figures after pilot validation.

A late turnaround is rarely a surprise to everyone. Somebody on the apron saw it coming. Our job is to get that knowledge to the person who can still do something about it, and to show them why.

Tizora EngineeringAI Product Engineering
Tizora

Lessons

What we learned designing it

01

Start with one flight record

Until inbound, outbound, stand and tasks sit in one record, every team argues from a different version of the day.

02

An alert without a reason gets ignored

Operations teams act on a warning when it shows what is late, what it affects and which rule applies.

03

Keep people in charge

The software recommends and records. Stand changes and recovery actions stay with the duty manager and planner.

Will this work for your airport or airline?

Who it fits, what it connects to and how a pilot starts.

Built for
airport operations control centres, duty managers, gate and stand planners, airline operations control and ground-handling supervisors
Connects to
your existing flight, gate and stand data, plus SOPs and airport rules, through an integration layer
How it starts
a focused proof of concept on a set of stands or one terminal, with human review of every recommendation, the same principle as the manual review step in our digital KYC platform

This approach fits airport and airline operations teams that already have flight and stand data but still chase turnaround status by phone and radio.

Four-engine passenger aircraft taxiing head-on across the apron in front of a glass airport terminal

Aircraft turnaround FAQs

Frequently asked questions

Aircraft turnaround management is the planning, tracking and coordination of everything that happens between an aircraft arriving on stand and departing again. It covers deboarding, baggage and cargo handling, cleaning, catering, fuelling, checks and boarding, and the goal is to get the aircraft away safely and on time.

Aircraft turnaround time is the time an aircraft spends on the ground between arriving at its stand (on blocks) and pushing back for its next flight (off blocks). It depends on aircraft type, the airline's operating model and how well the ground tasks are coordinated.

Turnaround management software gives airports, airlines and ground handlers a live view of each turnaround against its plan. It tracks tasks and milestones, warns when a departure is at risk and helps teams coordinate. Tizora's software adds gate and stand occupancy and aircraft parking recommendations, each with its reasons and sources.

Common causes are a late inbound aircraft, ground tasks that start late or overrun, equipment or staff that are not at the stand in time, gate and stand conflicts, and slow communication between the teams involved. Many of these are visible before the departure is lost, which is why early delay risk alerts matter.

It compares each task and milestone with its planned time. When something starts late or runs long, the system works out the effect on the departure time and flags the flight as at risk, with the task that caused it. The responsible team then gets an alert while there is still time to recover.

Airport Collaborative Decision Making (A-CDM) is the EUROCONTROL concept in which airport partners share milestone data for each flight, including the Target Off-Block Time (TOBT). Turnaround management software supports that way of working by showing how the turnaround is really progressing, which helps teams keep a realistic TOBT.

No. The software reads from the flight, gate and stand systems an airport already runs, through an integration layer. It adds turnaround tracking, delay risk and recommendations on top; your existing systems stay the system of record.

Not yet. Tizora is developing it as a focused airport-operations proof of concept, so this page describes how the software works and what it changes in the workflow. Measured results will be published after a pilot.

Disclosure

This case study describes a proof of concept developed by Tizora. It contains no measured client results and no client is named. Tizora is not affiliated with EUROCONTROL, which is mentioned for industry context only.

Related reading

  • AI for airport operations
  • AI license plate recognition case study
  • CStore Master: eCommerce and AMR robotics
  • Core banking case study
  • Digital KYC case study
  • Enterprise solutions
  • AI security

More case studies

More projects where Tizora connected live operational data to decisions people can trust.

Want fewer late turnarounds?

In 30 minutes, our team will look at your flight, gate and stand data and outline a focused turnaround proof of concept for your operation.

Discuss a turnaround pilotExplore aviation solutions
Tizora

Engineering the future of AI, cloud architecture, and deterministic systems for enterprise businesses.

LinkedInTwitterFacebookInstagram
COMPANY
  • Home
  • Insights
  • Careers
  • Contact
PRODUCTS
  • ReCom AI
  • License Plate Recognition
Contact
  • sales@tizora.ai
  • +1 339-337-6252
  • +91 92747-37954
© 2026 Tizora, Inc. All rights reserved.
Terms & ConditionsPrivacy Policy