Building the Human Intelligence Layer for AI
The next generation of AI won’t just need more data. It will need better human intelligence—built from the judgment and experience of elite operators.
AI training has largely focused on technical expertise. But as AI moves into strategic decision-making, it needs something more: judgment, context, trade-offs, and real-world experience.
Talent Decisions AI identifies and recruits the elite operators AI needs—from CEOs and CFOs to engineers, surgeons, investors, and other proven decision-makers. We build purpose-designed expert panels that capture not just what they know, but how they think, evaluate, and make decisions.
Elite Operator Sourcing
We identify the most exceptional decision-makers who are not yet part of traditional expert networks. By applying executive search and decision science, we locate the rare operators whose real-world expertise is essential for training the next generation of AI systems.
Intelligence Capture
We transform elite operators into AI-literate contributors. Our platform uses decision science to identify and assess the right experts, then captures their knowledge, reasoning, and decision-making with precision and context—creating high-quality human intelligence for AI training and evaluation.
Structured data collection for high-quality AI training and evaluation
Intelligence Twins
An Intelligence Twin models how a team or organizational function makes decisions.
It recreates the structure, expertise and perspectives of a real decision-making organization.
Imagine creating a Finance Intelligence Twin.
Instead of asking one person to represent "finance," we recreate the actual team structure.
Each role is represented by a carefully selected expert.
Together, the panel creates a digital representation of the collective intelligence and decision-making process of elite finance teams.
The same approach can be applied to supply chain, operations, healthcare, technology, risk, investment, manufacturing or virtually any complex organizational function.
Custom Elite Operator Panels
We build specialized teams of exceptional experts around specific AI training and evaluation problems, ensuring every seat has a purpose.
Supply Chain Intelligence
Experts in logistics, procurement, and manufacturing infrastructure for complex global operations.
Supply Chain • Logistics • Manufacturing
Manufacturing & Engineering
Technical leaders and engineers providing deep domain knowledge for industrial automation and AI integration.
Engineering • Tech • Manufacturing
Global Operations & Logistics
Supply-chain executives and logistics operators for AI models requiring deep infrastructure and commercial expertise.
Global Ops • Logistics • Infrastructure
Financial Decision Modelling
Deep expertise in Treasury, and risk management for high-stakes financial modeling and evaluation.
Finance • Treasury • Risk Management
Investment & Market Ops
Market leaders and investment professionals for AI models focused on financial markets and risk analysis.
Investments • Market Ops • Risk
Healthcare & Clinical Ops
Specialized clinical leaders and operational experts for AI applications in healthcare and medical systems.
Healthcare• Clinical • Operations
Legal
Deep expertise in legal strategy, regulatory interpretation, and risk management for high-stakes legal modeling and AI evaluation.
Legal Strategy • Regulatory Compliance • Risk Management
Context & Bias
The right expert isn’t just someone with impressive credentials—it’s someone with the right expertise, experience, perspective, and context. We deliberately build each panel around the AI’s specific needs, selecting the right mix of geographies, industries, markets, and diverse backgrounds—including gender, ethnicity, nationality, immigrant experience, veterans, and career paths. This creates a purpose-built panel that challenges assumptions, exposes blind spots, and reduces bias.
Decision Science
We apply Multi-Criteria Decision Analysis (MCDA) to define the attributes that matter, weight them, evaluate candidates consistently and determine the strongest combination of expertise.
Our Approach
We bridge the gap between human expertise and artificial intelligence through a structured, precision-driven methodology.
Expert Search
We identify elite operators who aren't sitting in existing expert networks, ensuring your AI team has the world's best decision-makers.
Decision Science
Using Multi-Criteria Decision Analysis, we model the exact expertise required and structure the team for maximum impact.
Intelligence Capture
We onboard experts, making them AI literate, and capture their knowledge through structured data collection for high-quality training.
Intelligence Twins
We recreate the structure and collective intelligence of real organizational functions into a digital representation for AI training.
Capture Deep Real-World Intelligence
We build the human intelligence layer for the next generation of AI.