https://store-images.s-microsoft.com/image/apps.30691.859e7d17-f4f7-43a1-9fde-64d2e0c8c9b1.b96fb70b-0e4d-4649-aaa6-1017da7c14e5.3b844c70-8149-4854-a0f9-4b7a985385ea

Rail Engine

by Railtown AI Technolgies

Real-time data ingestion and transformation engine that feeds AI agents with the right context

Rail Engine is a real-time data ingestion and transformation platform built to power modern AI agents with accurate, fresh, and governed enterprise context.

Rail Engine connects to your enterprise systems, streams and processes JSON documents, applies masking and transformations, and delivers structured context directly into agent runtimes such as Railtracks and other frameworks.

Unlike traditional data pipelines built for analytics, Rail Engine is purpose-built for agent workloads — where low-latency, traceability, and correctness matter.

Key Capabilities
• Real-time ingestion of JSON events, logs, documents, and API payloads
• Schema-aware transformation & enrichment
• PII masking and data redaction
• Context shaping for AI agents
• Low-latency streaming pipeline
• Built-in observability & traceability
• Cloud or dedicated deployment

Why Rail Engine
• Agents fail without good context
• Data lakes are too slow
• ETL pipelines are not agent-aware

Rail Engine sits between your systems and your agents to ensure every agent execution receives the right context, at the right time, in the right shape.

Common Use Cases
• Powering autonomous agents with live business data
• Feeding RAG pipelines with fresh context
• Streaming application telemetry into agents
• Security and compliance-aware agent workflows
• Internal copilots connected to enterprise systems

Architecture

Rail Engine acts as the context layer:

Sources → Rail Engine → Agent Runtime → LLM / Tools
Nothing about your agent changes — only how reliably it receives data.

At a glance

https://store-images.s-microsoft.com/image/apps.49953.859e7d17-f4f7-43a1-9fde-64d2e0c8c9b1.b96fb70b-0e4d-4649-aaa6-1017da7c14e5.9bd151fe-cebb-4424-99e7-8852698e621f
https://store-images.s-microsoft.com/image/apps.1917.859e7d17-f4f7-43a1-9fde-64d2e0c8c9b1.b96fb70b-0e4d-4649-aaa6-1017da7c14e5.b42ab138-5ce1-429b-8c58-49608685ffd9