INDEPENDENT AI LAB

From frontier ideas to real AI products.

Graylark Labs runs applied AI research that powers innovation and core technology at Graylark Technologies. We turn those insights into production platforms, AI frameworks, and decision tools for complex enterprise operations.

WHAT WE BUILD

Enterprise AI platforms for high-stakes workforce and compliance decisions.

Enterprise Labour Relations Platform

Graylark LRM and InsightMesh bring agreements, councils, legal advisory context, workflows, and reporting into one grounded decision layer delivered by Graylark Technologies.

AI Frameworks for Delivery at Scale

Graylark Polyglot, KAI, TaskForge, and EU AI Act classification research support multilingual delivery, safer automation, and faster compliance insight.

Applied Decision Tools

We convert research into production-grade tools that help teams move faster on high-stakes operational and compliance decisions.

LAB FOCUS

Focused research, grounded in delivery.

Our work is centered on labour-relations intelligence, country-aware decision support, multilingual AI delivery, and agent-assisted execution. Research directions are selected based on what improves real outcomes for Graylark Technologies products.

  • Labour Relations Intelligence
  • Country-Specific Context Modeling
  • EU AI Act Classification
  • Multilingual AI Delivery
  • Agent and Workflow Automation
  • Applied Product Delivery

LATEST ARTICLES

Ideas from the lab floor.

Browse All Articles

· Research

How We Built Model Forge: Autonomous Training Infrastructure for Domain-Specific LLMs

Autonomous training infrastructure using autoresearch, knowledge distillation, and structured legal data for domain-specific LLMs.

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· Engineering

Building a Production-Grade MCP Server Inside a Multi-Tenant Enterprise Platform

How we integrated MCP into Graylark LRM with secure auth, strict tenant isolation, and audit-ready enterprise controls.

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· Framework

Inside InsightMesh: Building Country-Specific Labour Intelligence That Stays Grounded

How InsightMesh links change context, legal advisories, and historic outcomes into grounded country-level guidance.

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