Inside InsightMesh: Building Country-Specific Labour Intelligence That Stays Grounded
How we connect change context, historic outcomes, legal advisories, and proprietary models into grounded country-level intelligence.
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Notes, methods, and field reports from Graylark Labs.
Longer-form writing from active projects across Graylark LRM, InsightMesh, KAI, EU AI Act classification, and enterprise-safe autonomous execution.
From Consultation Chaos to Decision Confidence: How Graylark LRM Is Built
A practical breakdown of the platform architecture, workflow model, and safeguards behind real labour-relations delivery.
Read articleKAI in the Wild: What We Learned Building an HR Policy Assistant People Actually Trust
Engineering lessons on grounded retrieval, source attribution, multilingual policy delivery, and compliance-safe escalation.
Read articleTraining the EU AI Act Classifier: Fast, Defensible Decisions at Scale
How we approach model training, fine-tuning, uncertainty control, and low-latency inference for high-volume governance workflows.
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