AI for safety-critical industries
Productive Teams.
Compliant Records.
Powerhouse Labs helps Operators, MROs, and Regulators increase productivity and compliance by screening records and serving up institutional knowledge to troubleshoot faster.
Built for organizations where traceability, consistency, and regulatory trust are non-negotiable.
DESIGNED WITH DIRECT INPUT FROM SAFETY-CRITICAL INDUSTRIES
Serving Operators, MROs, Regulators across aerospace, defence, and licensed professions.
PRODUCTS
AI-native solutions for productivity and compliance
NR-QRH™ for In-Service Support
Troubleshooting without fault code or keyword search
NR-QRH™ takes the guesswork out of troubleshooting and serves up solution paths based on similar fleet events, all from defect write-ups, with no fault code or keyword search needed. Your planners and crew will resolve defects faster, so their productivity leads to higher fleet serviceability.
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Match new defects with relevant historical experience (your institutional knowledge made accessible)
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Coach crew with guided troubleshooting summaries and technical references
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Flag availability of likely parts & tools required
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Understand planning risks from data informed duration estimates
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10-20% manhour savings from faster research time alone
Best for: Maintenance planners · Maintenance technicians & engineers · Crew chiefs · Supervisors
ComplianceQI™ for In-Service Support
Tech records compliance review & flagging with actionable feedback
ComplianceQI™ reviews every incoming technical record against applicable regulations and your own operational standards consistently, then drafts actionable feedback for crew chief review. Your operation can stay compliant while crew chiefs spend more time on the floor instead of behind screens.
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Review incoming technical records with draft compliance status
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Draft feedback to crew on what needs correction specifically
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Edit and preview feedback notification before they go out
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Track non-compliance patterns for targeted training or process improvements
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Free up hours per shift from crew chiefs to get back on the floor
Best for: Crew chiefs · Supervisors · Quality inspectors
aiAssessor™ for PLAR, Credentials & Competency Assessment
Efficient assessment with traceable evidence for transparent, equitable, and fair PLAR process (prior learning assessment & recognition)
aiAssessor™ helps regulators increase throughput and reduce backlog with sustained quality. It links applicant's submitted documents to regulator requirements, so that assessors can review efficiently. The expert is always the decision maker, but they no longer have to hunt for information across hundreds of pages of documents.
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Screen application packages (curriculum, transcripts, experience, etc.) for administrative errors and inconsistencies
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Match claimed credentials to sources your experts can verify
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Ensure standardized bylaws and policies are applied consistently
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Go from months to hours of review cycle, reducing assessor burnout, while meeting industry's need for skilled workers
Best for: Regulators · Licensures
OUR APPROACH
Capture expert knowledge. Automate repetitive work. Keep experts in control.
We build AI-native solutions that learn from your operations and regional regulatory standards. Our tools perform smart search and link up the evidence for traceability, while flagging issues and drafting responses for expert review.
We know your data is sensitive, so we keep the deployment in your system to ensure you maintain control over privacy and security.
Empower experts. Build trust.
YOU ARE THE POWERHOUSE
You run critical operations. Your tools shouldn't slow you down.
Growing volume of work, outdated tools, shortage of specialists set against a rapidly aging workforce, make it harder to run productive and compliant operations — exactly when customers expect more, not less.
Powerhouse Labs was founded to help Operators, MROs, and Regulators use technology smartly and responsibly, so you become a powerhouse in your own right:
Resilient
Your institutional knowledge is accessible for the changing workforce
Reliable
You run a consistent process that's compliant to your regulatory regime.
Productive
Your team troubleshoots faster and works through backlogs with sustained quality.
Our Team
Decades of applied AI in safety-critical industries
We have spent our careers successfully deploying AI where reliability, compliance, and human expertise must work together, including aerospace and defence, satellites and space technology, healthcare, manufacturing, and utilities.
We are driven by service excellence, integrity and impact for our customers, teams, partners and the community.
Dawen Nozdryn-Plotnicki
CEO & Cofounder
Being the bridge between technology and business to do things better is her drive. Dawen has been helping clients leverage Operations Research, Data Science and AI methodologies to be more efficient and effective across aerospace & defence, healthcare, manufacturing & distribution, energy & utilities. Her focus on people, process, and technology is key to achieving tangible impact on the problems she works on, serving clients from multinationals to local businesses.
Robert Leitch
CTO & Cofounder
Passionate about solving customer problems to make a positive impact on the company and community. With a successful and extensive track record in analytics, product development, and systems engineering, Rob has contributed to the development of innovative, world-class satellite systems and digital aviation products, holding four US patents (plus one pending) in the field of predictive analytics.
Ready to boost your team's productivity and compliance?
See how Powerhouse Labs can help your team work faster, stay compliant, and keep experts focused on what only they can do.
Solving real problems, one at a time.
Reach out to us at: