Graylark Labs partners with Agent Bulkhead on agentic safety.
We are providing resources and practical expertise to support Agent Bulkhead's research into safer, more dependable agentic AI systems.
Read articleIndependent AI Lab
AI for the decisions that shape work.
Graylark Labs is an applied AI research lab building the systems behind more confident enterprise decisions at Graylark Technologies. We turn difficult operational questions into production platforms, frameworks, and useful tools.
Research × engineering
Designed for real operations
01—26
Active systems
Decision atlas / 001
Evidence becomes action
TRACEABLE FLOW
Context to outcome
Latest field notes
Research in motion. Systems in the world.
Reading the EU AI Act as an Engineering Specification for Workplace AI
Deployer obligations for high-risk workplace AI translated into system requirements: logging, oversight, notification workflows, and change management.
Read articlePay Equity as a Data Engineering Problem: Preparing for Directive (EU) 2023/970
Equal-value categories as data modelling, gap analytics with small-group discipline, and reproducible runs that survive works council scrutiny.
Read articleCompliance as Code: How We Built Our Own Automated ISMS and Pen-Testing Framework
Why we evaluated the expensive compliance platforms, built our own framework instead, and run it in CI - because real, continuous proof beats a point-in-time snapshot.
Read articleHow 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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