TeamStation AI Research Hub
The Science of Predictable Nearshore Results
Our research exists to close the authority gap in nearshore outsourcing. We are committed to the science of transforming nearshore development from a high-risk gamble into a predictable engineering discipline.
The Crisis of Authority in Nearshore Outsourcing
For twenty years, you've been told to trust the nearshore model. You've been sold on time zones and cost savings, yet you're still fighting the same fires: the mis-hire that looked great on paper, the 'low-cost' team that bleeds your budget through low velocity, the vendor chaos that has become your second job. The problem isn't just a bad vendor. The problem is an entire industry built on anecdote instead of evidence. This is an unacceptable business risk.
The End of Guesswork: An Engineered Approach
The legacy staff augmentation model is broken. We are the first to replace it with a new, data-driven scientific discipline. Our research is the proof.
The Vetting Gamble
The Problem: You're forced to bet your roadmap on vendors who use resume keywords and 'gut feel.' This is not a system; it's a coin flip.
Our Solution: Our research on Axiom Cortex™ provides the scientific methodology to replace subjective interviews with a predictable, data-driven system for measuring cognitive ability.
Read the ResearchThe Black Box of Performance
The Problem: You are paying for headcount, not output. You have no verifiable data to prove your remote team is effective, and no way to diagnose why they are not.
Our Solution: Our Performance Evaluation Framework is the blueprint for an evidence-based system that measures engineering throughput, turning your team from a black box into a predictable asset.
Read the ResearchVendor Sprawl & Hidden Costs
The Problem: Your 'low-cost' vendor is a trojan horse for chaos. You are now drowning in the hidden costs of managing separate contracts for talent, EOR, and device security.
Our Solution: Our book, 'Platforming the Nearshore Industry,' provides the scientific and economic model for replacing this chaos with a complete operational wrapper that provides a single, predictable TCO.
Read the ResearchYour Research Arsenal
This is the arsenal of evidence a CTO needs to de-risk decisions and win budget battles with the CFO.
The Book: Platforming the Nearshore Industry
The foundational text for the new discipline of scientific nearshore management. This book provides the complete economic and operational blueprint for replacing vendor chaos with a predictable, high-throughput platform.
Axiom Cortex™ Scientific Report
The peer-reviewed science behind our predictive hiring model. This paper details the neurocognitive and psychometric principles that allow us to measure a candidate's true problem-solving ability, de-risking your most critical hires.
Heuristically Trained AI Models for Technical Evaluation
Explores heuristic-guided model training for evaluating software engineers. Balances statistical robustness with domain-specific interpretability.
Framework for Measuring Engineering Capacity
Proposes a quantitative model for capacity planning in distributed engineering teams. Incorporates psychometric and economic factors for predictable delivery.
Performance Metrics in the AI Age
Redefines productivity and performance metrics for engineering teams using AI-assisted workflows. Proposes new measurement models aligned with modern delivery.
Our Scientific Commitment
The chaos and risk of the legacy model are no longer acceptable. Our research is the foundation of a new discipline, and our company is the vehicle for its implementation. We are committed to the science of transforming this industry because, in a world run by software, building a team should not be an act of faith. It should be an act of engineering.