Nightshift builds an always-on AI workforce for mid-market and enterprise companies by deploying a dedicated data and AI engineering layer directly into the customer's own cloud. The platform, including the Radiance and AI Connect products, handles pipeline architecture, automation, and integrations, with a focus on operationalizing Model Context Protocol (MCP) servers. A key differentiator is its use of V8 isolates for running AI-generated code in secure, disposable sandboxes that start empty and grant capabilities one function at a time.
Funding
Funding not disclosed
Founders
Product
Problem
Most businesses have data spread across multiple systems but lack a way to ask questions that cross those systems without significant manual effort. Traditional reporting tools inherit the mess of existing data, while custom consultancy builds are expensive, slow, and leave when the retainer ends. This leaves valuable insights trapped and unreachable for day-to-day operations.
Solution
Nightshift provides a dedicated data and AI engineering partner that builds an always-on AI workforce for your business. They handle the pipeline architecture, automation, and integrations, deploying their Radiance and AI Connect products directly into the customer's own cloud environment. The platform is designed for extremely quick time-to-value, with deployment starting within 1-3 weeks of a scoping call. Nightshift focuses on operationalizing Model Context Protocol (MCP) servers against real customer systems, and its technology uses V8 isolates to run AI-generated code in secure, disposable sandboxes, ensuring safety and preventing runaway processes.
Target Audience
Primary customers are mid-market and enterprise companies that need to build a scalable AI workforce and have complex data integration needs but lack the internal engineering resources to do so.
Features
- Deploys a standard foundation into the customer's own cloud, ensuring data sovereignty and eliminating dependency on the vendor.
- Includes AI Connect, a productized version of their MCP server work, enabling secure connections to live customer systems.
- Uses V8 isolates for running generated code, which start empty and grant capabilities one function at a time, providing a more secure alternative to containers.
- Employs a Rust-based host process with seccomp and namespaces to isolate execution, with a hard cap on heap size and a 30-second wall clock to stop runaway programs.
- Focuses on top-line growth by equipping existing employees to handle more work, rather than just cutting costs.
- Measures and reports on the impact of every engagement, restating the initial KPIs with the method used to calculate them.