SCIKIQ Insights

Airlines insights

Perspectives on the trends, technology and transformation shaping airline.

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Point of viewTransformation

Revenue accounting without the month-end scramble

Tickets, coupons, EMDs, settlements and interline billing are still reconciled across many systems. Matching, integrity checks and commentary are where agents pay back first — with controllers approving every entry.

5 min read

Point of viewFuture of airlines

Governing AI in a safety-critical business

Airlines can't let an opaque model decide a maintenance finding, a crew assignment or a passenger's refund. The answer is not to avoid AI but to give every agent an autonomy level, an owner and an audit trail.

5 min read

The numbers

Data points shaping airline now

Sourced figures from our latest research. Each links to the insight that puts it in context.

392
virtual route combinations from 22 airlines in an illustrative demo search
Source: SCIKIQ interlining demo
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Latest insights

3 insights

Point of viewTransformation

Revenue accounting without the month-end scramble

Tickets, coupons, EMDs, settlements and interline billing are still reconciled across many systems. Matching, integrity checks and commentary are where agents pay back first — with controllers approving every entry.

5 min read

Point of viewFuture of airlines

Governing AI in a safety-critical business

Airlines can't let an opaque model decide a maintenance finding, a crew assignment or a passenger's refund. The answer is not to avoid AI but to give every agent an autonomy level, an owner and an audit trail.

5 min read

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Where we are focusing

Airline industry trends

Distribution, retailing and the forces reshaping the airline business.

Coming soon.

AI in airlines

GenAI and supervised agents across commercial, operations and service.

All 1 insight →

Transformation

Data foundations, revenue accounting and the finance function.

All 1 insight →

Future of airlines

Governing AI and building the AI-native airline.

All 1 insight →
Series

Read the series

Series 1 part

AI in airlines

Series 1 part

Airline finance

Point of viewTransformation

Revenue accounting without the month-end scramble

Tickets, coupons, EMDs, settlements and interline billing are still reconciled across many systems. Matching, integrity checks and commentary are where agents pay back first — with controllers approving every entry.

5 min read

Series 1 part

Governing AI

Point of viewFuture of airlines

Governing AI in a safety-critical business

Airlines can't let an opaque model decide a maintenance finding, a crew assignment or a passenger's refund. The answer is not to avoid AI but to give every agent an autonomy level, an owner and an audit trail.

5 min read

Our point of view, in practice

From perspective to action

Our research informs the tools we build with airlines. Put the ideas to work.

Where does your airline stand?

Benchmark data, AI and operating-model maturity across the dimensions that separate leaders from the pack.

Take the maturity assessment

A supervised digital workforce

Agent squads designed for airline work, by domain, with autonomy levels and a named human owner.

Meet the digital workforce

The SCIKIQ framework

The data, AI and governance layers an airline needs to move from pilots to production at scale.

Explore the framework
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