Leading Private Aviation Company

Replacing Manual Testing with AI That Heals Itself and Ships Faster

Motivus deployed mPrime Test AI (its proprietary AI-powered quality engineering solution) to help them cut release cycle times by 20-40%, eliminate manual testing bottlenecks, and deliver self-healing test automation across a fleet modernization and digital transformation program that couldn’t afford to slow down.

Aviation / Tech

Quality Engineering

mPrime Test AI

CI/CD Integration

Predictive Defect Detection

Accelerating a Digital Transformation That Could Not Afford Quality Gaps

It is a leading U.S. private aviation provider with 1,800+ employees and a fleet of 154 aircraft. Under a newly appointed Chief Digital Officer, the company had multiple major transformation workstreams running simultaneously such as fleet modernization, CRM optimization, and real-time data platform development. At the same time, the business was on a path from $340M in losses (2024) to $294M (2025), targeting its first positive adjusted EBITDAR and a $50M cost-efficiency goal. Every release cycle mattered. Quality bottlenecks weren’t just a technical inconvenience rather a strategic risk. Motivus was brought in to replace slow, fragile manual testing with AI that could keep pace with the ambition.

Legacy Testing Couldn’t Keep Up with a Transformation in Flight

Traditional testing approaches were costly, slow, and limited in coverage. Inconsistent results from human error, high maintenance overhead for manual test scripts, and excessive dependence on manual effort created bottlenecks across the development lifecycle. With fleet modernization, CRM rollouts, and real-time data platforms all running in parallel, the testing backlog was a constant drag on time to market. DB2-specific constructs and fragmented data sources compounded the complexity. A new approach wasn’t optional. It was the only path to shipping at the speed the transformation demanded.

What We Did

Full Testing Landscape Audit

A Test Quality Architect conducted a 2–3-week deep assessment of Wheels Up's existing testing landscape - identifying critical workflows, building a requirements traceability matrix, and delivering a prioritized roadmap with timeline and go/no-go recommendation before a single line of automation was written.

Containerized AI Integrated Into CI/CD

A 4-person team (Test Quality Architect, AI Developer, 2 Test Automation Engineers) deployed a containerized mPrime application directly into Wheels Up's CI/CD pipeline over 3-4 months - with AI-generated test cases, automated script generation, self-healing tests, and predictive analytics for proactive defect detection.

Automation That Adapts Automatically

mPrime's self-healing capability automatically detects and adapts to UI and workflow changes across Wheels Up's evolving platforms - eliminating the manual maintenance overhead that had been consuming engineering time and causing test debt to accumulate across release cycles.

QA Team Upskilled in One Month

A dedicated Test Automation Engineer delivered hands-on training to Wheels Up's QA team - ensuring the internal team could own, operate, and extend the mPrime platform independently, with a follow-on engagement already initiated for unit testing expansion.

20-40% Faster to Market. 99% Completion Rate. Losses Narrowing.

Across every release cycle, time to market dropped 20-40%, directly accelerating fleet modernization and digital platform rollouts. AI-generated test cases expanded coverage with exceptional precision, closing the gaps manual testing had left open. Significant cost savings from reduced manual effort contributed directly to the company’s $50M cost-efficiency target. Predictive analytics identified critical failure areas before they reached production. Self-healing scripts eliminated maintenance bottlenecks entirely. These quality gains supported the achievement of a 99% completion rate and 91% on-time performance in Q4 2025 – and a follow-on engagement is already underway to extend mPrime capabilities into unit testing.

20-40% FASTER TO MARKET

Release cycles accelerated across fleet modernization, CRM, and real-time data platform workstreams – contributing to the $50M cost-efficiency target.

99% COMPLETION RATE IN Q4 2025

Operational reliability gains supported 99% completion rate and 91% on-time performance – with defects caught by predictive analytics before reaching production.

SELF-HEALING, ALWAYS CURRENT

mPrime’s self-healing test scripts automatically adapt to UI and workflow changes, eliminating maintenance overhead and extending coverage as the platform evolves.

Ship faster – without trading quality for speed

Motivus mPrime Test AI helps technology and digital transformation teams replace slow, fragile manual testing with intelligent automation that scales, heals, and gets smarter with every release.