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RayMishAI-native firm
Platform & Accelerators

The infrastructure behind AI-native timelines.

Three internal accelerator frameworks we build with on every engagement, so we can move fast without compromising security or control: sandboxed execution, guardrails, and full workflow observability. These are how we deliver, not products we sell.

Forge

Secure agent & coding harness

The framework we use to run frontier coding agents like Claude Code inside a sandboxed, isolated environment, keeping data in place and every action on an audit trail.

For: Engineering teams with strict data controls

forge · secure harnessLIVE
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Sandboxed · audit logged

Key capabilities

  • Sandboxed, isolated execution environment
  • Multi-model: switch providers without re-plumbing
  • Full audit trail of prompts, outputs and code changes
  • Guardrails and observability built in
Studio

Internal AI app builder

An accelerator for standing up internal tools and workflows fast: describe the app, and we generate and deploy it with enterprise controls and governance in place.

For: Ops and analyst teams without dedicated engineers

studio · app builderLIVE
Describe an app…

Key capabilities

  • Natural-language app and workflow scaffolding
  • Data models, workflows and UI generated from a description
  • Connect systems without manual integration work
  • Deploy to managed, monitored infrastructure
Atlas

Operational context graph

Connects systems, metrics and dependencies into one navigable graph that agents and dashboards can reason over: the shared context layer behind our ops and finance work.

For: Ops and finance teams that need one source of truth

atlas · context graphLIVE

Key capabilities

  • Context graph of systems, metrics and relationships
  • Live dashboards in place of manual reporting
  • Actuals flow automatically into forecasts
  • Anomaly detection before issues compound
Next available: this week

Want these accelerators in your stack?

Book a discovery call and we'll show you Forge, Studio and Atlas running on a real workflow.