AI products shaped by active research.

Graylark LRM is an AI-powered labour relations platform built to support enterprise decision-making across workplace change, consultation, and employee relations. Using Graylark InsightMesh, it creates AI-driven insight graphs that connect change context, historic outcomes, legal advisories, and proprietary Graylark models into grounded, multilingual, entity-linked intelligence for each country in scope. This enables faster, safer, and more consistent labour relations decisions, with client data remaining within the Graylark platform and never being used to train shared models.

Graylark InsightMesh is Graylark's secure AI framework for change analysis, combining change context, historic outcomes, legal advisories, proprietary Graylark models, and a connected knowledge graph of entity-linked insights to deliver accurate, grounded, country-specific guidance. Built for safe enterprise use, it supports multilingual output, regeneration, and asynchronous processing, while ensuring client data never leaves the Graylark platform and is never used to train shared models.

Graylark Polyglot is Graylark's enterprise translation framework for high-volume, domain-sensitive localization workflows. It runs batched translation pipelines across all supported languages using graylark-translate, our labour-relations-focused model tuned for policy, consultation, and workplace-change terminology. The framework is model-agnostic by design, so teams can plug in alternative models where required while preserving the same orchestration, QA, and delivery pipeline. Graylark Polyglot is actively used today to power production translations in Graylark LRM.

KAI is Graylark's intelligent assistant for HR knowledge delivery. Seamlessly integrated into your environment, KAI supports employees by answering policy-related questions, surfacing relevant documentation, and reducing pressure on HR teams. Built using secure AI frameworks, KAI learns from your data so employees always get timely, accurate, and compliant answers.

Graylark TaskForge is an autonomous execution framework that manages structured task lists and processes them over extended durations to build complete solutions. Supporting both Jira and Markdown-based task definitions, it turns scoped work into delivered outcomes and has already been proven across multiple internal delivery programs.

The EU AI Act Classifier is Graylark research focused on fast, accurate regulatory classification of AI use cases from real-world change descriptions, solution summaries, and deployment context. It combines specialized training data, fine-tuned model behavior, and high-throughput inference pipelines to quickly map initiatives to likely risk categories, highlight borderline cases, and surface the key rationale behind each classification. The framework is designed for enterprise scale, so teams can process large volumes of proposed changes with consistent outputs and rapid turnaround for compliance review.