A19
New York · 2026
A19 Projects: An Engineering Studio

An engineering studio building AI-native tools and shipping RAG systems in regulated industries.

A New York-based practice specializing in governance-first retrieval-augmented generation for regulated industries, where compliance, audit, and data residency matter.

Retrieval & Agentic Access 2-week discovery

Enterprise RAG and agentic tool access.

Production retrieval over internal knowledge sources: Confluence, Jira, SharePoint, codebases, document stores. Exposed via Anthropic’s Model Context Protocol for internal or customer-facing agentic tools. Built for regulated environments where compliance, audit, and data residency matter.

Modernization & Migration 2-week discovery

AI-assisted data modernization and migration.

Strangler-pattern migration of legacy data systems to cloud, with LLM assistance on schema mapping, stored-procedure translation, and migration test coverage. Zero-downtime cutovers, cross-system synchronization during phased transitions, and compliance-grade data handling throughout.

Document Intelligence 1-week discovery

Document intelligence pipelines.

Event-driven extraction and parsing over document-heavy workflows. Replace manual transcription with automated ingestion that scales approval and review processes without adding linear headcount.

Inquiry
All fields marked * required
Book a discovery session ↗