AI that survives contact with the plant floor.
We take energy and industrial operators from AI readiness to production systems their crews actually trust. That means the assessment, the build, and the coaching that makes it stick.
[ 02 ] The approach · Assess → Adopt → Accelerate
We make AI stick where it's hardest.
Assess
Scored readiness across five dimensions. Awareness and buy-in gaps surface before anything gets built.
Adopt
A 90-day path: quick wins, one contained pilot, controlled scale. Tied to operational outcomes, not deployment dates.
Accelerate
Governance and reinforcement so the gains compound instead of backsliding once the rollout ends.
[ 03 ] Proof · production systems, not slideware
Selected work
Production ML, data, and AI platforms, most built for energy and industrial operations.
Frac Anomaly Detection
Production ML system using dual-head LSTM autoencoder for detecting hydraulic fracturing anomalies with 2-5 minute advance warning capability.
FracIQ
Full-stack AI operations platform integrating 13+ technical documents with RAG pipeline, automated reporting, and real-time task management.
Operations Performance Analysis
Workforce analytics examining 1,500 employees across 6 departments using statistical methods to identify $6.5M in cost savings.
Predictive Maintenance ML
CLI tool and web interface for forecasting equipment failures using sensor data classification with fleet-wide batch prediction capabilities.
Other work
Synaptic Study
An intelligent learning platform for study productivity and knowledge retention through adaptive learning algorithms. Live on iOS and Android with 1,000+ users and a 4.9/5 rating.
Plantelli
AI garden assistant that plans and automates backyard gardens — weather-aware watering, photo-based plant identification, and IPM-first pest and disease diagnosis.
Sele Bitcoin
Bilingual Bitcoin education platform teaching cryptocurrency fundamentals in English and Amharic for diverse communities.
Data analytics for industrial enterprises.
We turn historian, SCADA, ERP, and spreadsheet data into decisions your operators, engineers, and executives can act on, without rip-and-replace.
- Data Foundation & Contextualization
- Real-Time Operations Intelligence
- Predictive & Anomaly Analytics
DECISION LATENCY
Decision readiness · live
Decision-Ready
[ 04 ] Who we are
About Brainwave
Brainwave Solutions is an AI adoption and data-intelligence practice for energy and industrial operators. We're built on production machine learning and the real constraints of the plant floor — not demos, not slideware.
We work assessment-first and change-management-led: we find where AI will actually pay off, build the systems, and make sure the people who run the operation trust and use them. Based in Alberta and embedded in industrial operations today — building Power BI project-controls dashboards, SAP HANA pipelines, and Alberta TIER GHG compliance reporting for live capital work.
Production ML, not demos
Shipped anomaly detection, predictive maintenance, RAG platforms
Operator-trusted
Adoption built in via ADKAR change management
Energy domain
Embedded in Alberta industrial operations
What we do
AI readiness assessment
Scored 5-dimension evaluation, ADKAR-aligned
Machine learning systems
Anomaly detection, predictive maintenance, forecasting
AI & data platforms
RAG over technical docs, automated reporting, dashboards
Adoption & governance
90-day roadmaps, change management, reinforcement
[ 05 ] Get in touch
Let's talk.
Booking AI readiness consults and open to the right role. Tell us what you're working on.
Or reach us directly