Quantitative AI. Delivered with academic rigor.
We help organizations transform operations, products, and decision-making with secure, measurable AI—end-to-end. From strategy and governance to production deployment and adoption.
Board-ready strategy. Production-grade delivery. KPI measurement built in.
What we do
AI transformation across the full lifecycle—from first principles to production.
AI Strategy & Governance
Target operating model, portfolio prioritization, value cases, data/AI governance, and risk controls executives can sign off.
Data & Quantitative Modeling
Forecasting, optimization, causal inference, NLP and computer vision—built for your economics, not demos.
Delivery, MLOps & Change
Integration, deployment, monitoring, lifecycle management, enablement and adoption—so AI becomes a capability, not a project.
How we work
A disciplined delivery system that turns uncertainty into outcomes.
Data reality check, process mapping, feasibility and value sizing.
Model specs, architecture, security, KPI measurement plan.
Build, integrate, validate, deploy—production quality from day one.
Factory model, reusable patterns, internal capability uplift.
Security & compliance by design: access controls, auditability, vendor neutrality, and documentation as standard.
Industries & use cases
Practical AI that improves margin, service levels, and speed of execution.
Industries
- Manufacturing & industrial services
- Logistics & supply chain
- Retail & consumer goods
- Financial services
- Energy & infrastructure
Use cases
- Demand & revenue forecasting
- Pricing, promotions & margin optimization
- Quality inspection (vision) & yield improvement
- Predictive maintenance & downtime reduction
- AI copilots & workflow automation
Why QFellas
Outstanding academic background—without the academic overhead.
Academic excellence, applied
Research-grade methods, transparent assumptions, reproducible results, audit-friendly outputs.
Senior, hands-on team
Fewer layers, faster decisions, higher accountability—built for mid-market execution speed.
KPI discipline
Value cases, measurement plans, and adoption mechanics designed into every initiative.
Ready to make AI a competitive advantage?
Book an Executive AI Readiness Review and receive a prioritized roadmap within 10 business days.
Insights
Short, executive-friendly briefs on AI transformation, governance, and quantitative value creation.
AI Portfolio Prioritization
A practical framework to select initiatives by value, feasibility, and risk—built for mid-market realities.
From Prototype to Production
Common failure modes and how to prevent them with MLOps discipline and clear ownership.
Governance that Enables
How to design controls that keep pace with delivery—without slowing teams down.