The Meibel Blog

Practical updates, technical deep dives, and field-tested insights for AI builders. Our focus is on what actually works in production: from orchestration patterns to evaluation, safety, and automation at scale.

How Toffler Associates Turned Foresight Into Software Customers Can Trust
Case Study
How Toffler Associates Turned Foresight Into Software Customers Can Trust
Toffler Associates, a strategy firm known for its foresight expertise, faced a challenge that many organizations share: how to scale human judgment. Their first AI experiment produced polished language but shallow insight—“paragraphs, not foresight.” Real transformation came when Toffler built SINE, a foresight product powered by the Meibel platform. SINE combines Toffler’s decades of foresight methodology, customer data, and live signals into a structured, explainable system. Each analysis includes sources, confidence scores, and a full trace of how conclusions were reached. Analysts remain in the loop, and their feedback strengthens the system over time. The result is foresight that updates as fast as the world changes. Toffler now delivers analysis in days instead of weeks, serves more clients with the same team, and operates with traceable, measurable quality.
Kevin McGrath
Founder & CEO
The Ravit Show - Why Context Engineering Makes the Difference
AI
News
The Ravit Show - Why Context Engineering Makes the Difference
Kevin McGrath
Head of Strategic Growth
Ai4 Las Vegas 2025
AI
Events
Ai4 Las Vegas 2025
Kevin McGrath
Founder & CEO
451 Research Market Insight Report - Meibel
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451 Research Market Insight Report - Meibel
Kevin McGrath
Head of Strategic Growth
CEO CFO Interview - Runtime AI with Kevin McGrath
AI
News
News
CEO CFO Interview - Runtime AI with Kevin McGrath
Kevin McGrath
Head of Strategic Growth
The Hidden Structure in Unstructured Information
Research
AI
The Hidden Structure in Unstructured Information
Kevin McGrath
Principal Scientist
Getting Retrieval Right: The Hidden Work Behind AI That Works
AI
Events
Getting Retrieval Right: The Hidden Work Behind AI That Works
Kevin McGrath
Head of Strategic Growth