Private code search · Local AI context · Built to keep code on your servers

Give your developers AI help on private codebases.

Sovereign AI Dev is for engineering teams that need fast symbol search, architecture context, and agent-ready code intelligence without sending proprietary repositories to third-party clouds.

Book a discovery call See the sample search

Need rollout details? see how engineers connect or read about Outset Solutions.

Built for private engineering teams Designed for regulated, proprietary, and air-gapped repositories where public SaaS code upload is not acceptable.

Search stays local Search runs against an index on your servers. The sample below shows what results look like.

Works with existing assistants Coding assistants that support MCP, an open connection standard, can pull context from your local index.

For decision-makers

AI help for your developers, without sending code outside

Many teams want AI coding help but cannot send proprietary repositories to an outside service. Outset installs a private code search index and assistant context on servers you control, then supports it.

What you get

Search across your repositories by function, class, or file name
Code context your developers' AI assistants can use, served from your own network
Installation, configuration, and direct support from Outset

How a first engagement works

1. Discovery call: your goals, your codebase, your constraints
2. Review: repository scale, where the system can run, and which assistants your team uses
3. Rollout plan: scope, hardware, and next steps, in writing

Book a discovery call

Sample search

Find any function or class in your code instantly

Type a name below to see how results look. This sample runs in your browser on a small set of example entries, not on a live index.

Data: example entries (sample only)

For your engineers

Works with the coding assistants your team already uses

Engineers search from the command line or connect their coding assistant through MCP, an open standard for tool connections.

Terminal

Command-line search

# Find a class by name
$ kb search QuantumGpuOptimizer --type class

# Show lines 1-60 of an indexed file
$ kb file 14022 --start 1 --end 60

# Gather context for an AI prompt
$ kb context symbol:QuantumGpuOptimizer path:quantum_gpu/

Installs as a command your team can call from terminals and scripts.

Assistant connection

Connect your coding assistant

{
  "mcpServers": {
    "sovereign_kb": {
      "command": "/path/to/sovereign-kb-mcp",
      "args": ["--port", "11505"]
    }
  }
}

One config entry connects an MCP-compatible assistant to your local index.

About Outset

Who builds and supports this

Outset Solutions builds local-first AI and infrastructure systems for teams that need sensitive code and operational data to stay under customer control.

Founder: Keith Ransom · veteran-owned · Brookhaven, Georgia (about us)
Direct engineering contact: 470-301-3653 · [email protected]
Best fit: engineering leaders, security teams, and operators rolling out private AI workflows.

Next Step Tried the sample? Talk through your rollout.

If the demo fits your workflow, Outset can review repository scale, deployment constraints, and MCP integration needs with your team.

Book a discovery call Email Keith