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In aviation, minutes cost millions. Can your data keep up?

Operations, maintenance, loyalty, and revenue data sit in separate systems, much of it batch. On-time performance, predictive maintenance, and dynamic pricing all depend on connected, real-time data. KPI Partners unifies operations, MRO, and commercial data into one governed, AI-ready foundation.

Customer 360 Crew & Network Disruption Management GenAI Copilots Cloud Modernization Predictive Maintenance On-Time Performance MRO Analytics Dynamic Pricing Real-Time Ops
Every delay is a data problem
 before it's an operations problem.
 
Ops, MRO, loyalty, and revenue data live in separate systems. On-time performance, predictive maintenance,
and dynamic pricing need them connected in real time - most carriers reconcile them too late.
 
 
ChatGPT Image Jul 13, 2026, 06_57_05 PM 1

Five things standing between you and real - time operations

 

None of these are new. Each one becomes more expensive the moment a delay ripples across the network - and the moment AI moves from the roadmap to the ramp.

 

  1. Operations Data Siloed From Maintenance

    Flight operations and MRO/sensor data sit in separate systems, so aircraft health can't inform operational decisions in time.

    | You can't prevent a delay you only see after it happens.

  2. No Single View of the Customer

    Loyalty, booking, and service data live apart, so there is no unified view of the passenger across the journey.

    | You can't personalize for a passenger you can't see whole.

  3. Legacy Systems & Batch Reality

    Critical data trapped in legacy warehouses that update overnight - too slow for an operation measured in minutes.

    | A decision made tomorrow on today's delay is no decision.

  4. Disruption Management Blind Spots

    When weather or a technical issue hits, fragmented data makes it hard to see the network-wide impact and recover fast.

    | Recovery speed is a data-connectivity problem.

  5. The Distance From Pilot to Production

    Predictive maintenance, delay prediction, and dynamic pricing AI stay pilots without a clean, unified, governed foundation.

    | The gap between a demo and a running model is the data layer.

A path to real-time, AI-ready data-built in the right order 
 
KPI Partners is a data, analytics, and AI consultancy with deep cloud alliances and a track record modernizing complex, operations-heavy enterprises. We sequence the work so each layer compounds: unify the foundation, modernize BI, put AI into production, and govern it all.
 
 

Unify flight ops, MRO, loyalty, and revenue data on a modern Lakehouse, with the real-time streaming an airline runs on.

  • Legacy EDW and system migration

  • Cloud Lakehouse on Snowflake, Databricks, cloud

  • Ops, MRO & commercial data integration

  • Real-time streaming and event pipelines

  • A single governed operations foundation

What modernization looks like in aviation.

The following are illustrative scenarios that reflect common airline engagements. They

are representative examples, not specific named clients.

 

 

From any legacy estate to a real-time, AI-ready platform

A suite of migration and analytics accelerators for all your modernization needs, moving operations, MRO, and commercial data onto the cloud platforms AI runs on, and pre-building the aviation analytics on top.

 

 

Operations, maintenance, and commercial systems - migrated and unified, with logic and lineage preserved.

Source - migrate from

Flight Ops Systems Oracle SQL Server Teradata MRO Systems Flight Ops Systems Loyalty / PSS Sensor / IoT Data Informatica Azure Data Factory

Target - migrate to

Azure Data Platform Databricks Snowflake Microsoft Fabric dbt AWS Data Platform

Legacy operations and commercial reporting modernized - automated conversion at scale.

Source - migrate from

OBIEE / OAC IBM Cognos MicroStrategy SSRS Tableau SAP BusinessObjects

Target - migrate to

Power BI Looker Azure OpenAI / Copilots Tableau (modern)

Can your data move at the speed of your operation?

 

Two fast ways to find out where you stand.

 

Whether you're modernizing a legacy estate or trying to put predictive AI on your fleet, KPI Partners offers focused, low-risk engagements built for the real-time complexity of aviation.

 

 

Data & AI Readiness Assessment (2 Weeks)
A clear-eyed look at how your operations, MRO, and commercial data connect today, where the real-time gap sits, and a roadmap to a unified foundation.
 
 
Predictive Maintenance Proof of Value
Prove on a single fleet or component what unified sensor and MRO data delivers for AOG and on-time performance.
 
 
Legacy EDW & BI Modernization Assessment  
Evaluate your legacy warehouse and reporting estate and receive a migration plan with accelerator recommendations.
 
 
Real-Time Operations Readiness
Determine whether your data foundation can support real-time operational decisions and disruption management.
 

Standard Enterprise

AI Engagement Model

 

AI Engagement Model

 

Data Platform Migration for Modern Analytics

 

KPI DataBridge Suite is designed to help enterprises modernize their data and analytics infrastructure across:
 
BI Modernization 🔗
Data Platform Migration 🔗
Data Products 🔗

 

Group 3

 

Explore Real-World
Data Platform Migration Case Studies

 


 

BI Platform Migration

GenAI Accelerators

Databricks Accelerators

4 Infrastructure Optimizer
5 Databricks Unity Catalog Enablement
Description Text is Optional
6 Data Quality Validator for Databricks
Description Text is Optional

Snowflake Accelerators

2 Oracle / SQL Server to Snowflake Migration
3 Snowflake Cost Optimization App
4 Snowflake Security Automation App
5 Snowflake Data Governance App
Description Text is Optional
6 Data Quality Validator for Snowflake
Description Text is Optional
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