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™

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Insights

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SAGE™

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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