Power trading
ML and GenAI forecasting of ERCOT prices and spreads for a trading client, with 5x faster model development.
AI strategy and implementation for operations-heavy businesses
We've built AI and data systems for energy companies, power traders, legal teams and healthcare records work. We help you find where AI pays off in your business, then build it with you.
Schedule Your AI Strategy SessionIndustries we cover
Where we've done the work
Energy is our home base. The work goes wider.
Our clients run on data. Prices, records, customers and assets. That's true in Houston energy and just as true in trading, financial services, legal, healthcare and retail.
Legal and healthcare records
AI document processing that pulls key facts from case files and medical records, with 3x the throughput and compliance built in.
Retail energy
A single data warehouse, churn forecasting and C-suite dashboards for a retail energy provider's leadership team.
Our approach
Our AI Implementation Methodology
We work with your team to identify high-impact opportunities and enhance your existing processes, without disrupting what already works.
Collaborative Stakeholder Engagement
We work directly with key stakeholders to gain deep insights into your operations and decision-making processes.
Tailored AI Solutions
Every solution is custom-designed for your requirements and budget, using AI as a catalyst for growth.
Seamless Implementation
Five services that take you from first assessment to full adoption, delivered by us or coached for your team to deliver.
Who you'll work with
QKSS is led by Adam Plager, a principal-level architect with 25+ years building data, forecasting and AI systems in energy markets, trading, healthcare and legal. You work with him directly, from the first conversation to production.
More about AdamWhy Business Leaders Choose QKSS
Practical AI that fits how your business already runs, whatever industry you're in.
Measurable ROI Focus
Clear metrics tied to efficiency gains, cost reductions, and productivity improvements.
Strategic Solutions
The highest-impact opportunities aligned with your business strategy.
Executive Partnership
Leadership-level collaboration that supports strategic objectives and change management.
Risk Mitigation
A proven methodology focused on compliance, security, and seamless integration.
Sustainable Growth
AI capabilities that scale with your business and create lasting advantages.
Business-First Approach
Technology that enhances your proven workflows rather than disrupting what works.
Newsletter
AI in Industry
Weekly deep dives on AI in production at real companies. Read by 890+ subscribers on LinkedIn.
AI in Refining: The Unit That Runs on Yesterday's Plan
The plan was set on last week's numbers. The crude in the tank changed this morning.
Read on LinkedInAI in Telecom: Idle Radio Power
At 3am the cell site is still burning power for customers who are asleep.
Read on LinkedInAI in Mining: Concentrator Setpoints
The mine sends every kind of ore. The mill runs one recipe.
Read on LinkedInReady to find where AI pays off?
Stop wondering where to start. Let’s identify your highest-impact AI opportunities and create a strategic roadmap tailored to your business.
Schedule Your AI Strategy Session