Tools
Our verified instruments, developed by TWC’s own Machine Intelligence Lab, are engineered for one purpose: to surface what others miss.
Principal Instruments
SPRI™
Insights
SAGE™
Socratic Prompt Response Instruction
Our core reasoning verification method. SPRI™ promotes metacognitive action, reduces hallucinations, and enhances AI traceability across enterprise deployments.
Used to:
Interrogate behavioural & cognitive decision-making
Improve AI bias & verification integrity
Support decision matrices in vertical LLMs
Insight Methods
Our cognitive-behavioural diagnostic for high-stakes programs. Insight methods tools surface behavioural, cognitive, and process issues, coupled with predictive analytics, surface hidden risks and define pathways to success long before human reviewers can.
Used to:
Diagnose large program instability
Align leadership intentions with delivery
Expose latent risk & deliver re-alignment, course correction advice
Socratic Architecture Governance Engine
A governance and traceability framework built on SPRI™, designed to create defensible decision pathways across internal systems, vendors, and internal reviews.
Used to:
Govern multi-agent LLMs
Run AI safety reviews
Power project maturity telemetry