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Enterprise reasoning for enterprise agentic engineering

Virgo connects scattered engineering work across tickets, threads, docs, meetings, code, and AI workflows into a reasoning graph. Your agents retrieve context and trace decisions to the work that shaped them.

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Engineering reasoning is scattered across tools

A single feature, incident, or migration spans tickets, threads, docs, meetings, PRs, and agent sessions. The artifact is visible; the reasoning that led to it is scattered.

Agents start with partial company context

Without company-grounded reasoning, agents rely on the current repo, chat, or workspace. Engineers keep re-explaining architecture, standards, ownership, and prior tradeoffs.

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Every agent reasons from one shared graph.

Virgo captures work as it happens across the engineering stack. It links people, decisions, constraints, artifacts, and downstream work in one reasoning graph.

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CausationInstitutional contextShared memoryDecision lineage
Slack5m ago

Threads & decisions

Channel debates and the decisions behind them

Google Meet30m ago

Call transcripts

What was said and agreed on calls

GitHub1m ago

PRs & reviews

Pull requests, review threads, and history

Jira1m ago

Tickets & status

Tickets, priorities, and status changes

Coding agents2m ago

Sessions & learnings

Decisions and learnings saved back

Virgo builds the reasoning graph

Virgo links PRs, tickets, threads, docs, meetings, and code in a reasoning graph. Your agents follow the chain of decisions behind a change.

Capture

Connectors pull GitHub PRs, Jira tickets, Slack threads, Google Docs pages, and Google Meet transcripts, with SDK hooks for internal tools.

Connect

New work links into the reasoning graph as teams work: each commit, comment, and thread lands connected to the decisions around it. Webhooks and backfill jobs keep the history current, with source links preserved.

Retrieve

Virgo retrieves connected context for engineers and AI agents in the app and through MCP. Ask why the data grid uses virtual scrolling. Virgo ties the answer to the GitHub PR, Jira ticket, Slack thread, and meeting notes behind the decision.

Virgo builds the reasoning graph

Virgo links PRs, tickets, threads, docs, meetings, and code in a reasoning graph. Your agents follow the chain of decisions behind a change.

  1. Connectors pull GitHub PRs, Jira tickets, Slack threads, Google Docs pages, and Google Meet transcripts, with SDK hooks for internal tools.

The reasoning graph turns past work into reusable context.

Virgo captures the reasoning around decisions: the constraints, debated alternatives, contributors, and downstream work. It ties that lineage back to the GitHub PR, Jira ticket, Slack thread, or doc.

AI agents carry reasoning from one session to the next.

When an agent learns a fix, Virgo preserves the lesson for the next engineer or agent.

New engineers find their footing in unfamiliar code fast.

Ask how an unfamiliar service works. Virgo rebuilds one answer from the GitHub PR that shipped it and the Slack thread behind it.

Teams change existing code safely when its history is attached.

See the constraint behind odd-looking code, and the decision that put it there, before you change it.

The team keeps its reasoning when people move on.

Virgo ties each change to the decisions and constraints behind it. That context remains available through turnover and agent handoffs.

Virgo runs inside your perimeter.

Deploy in your own cloud account or on-prem, with your existing access controls carried through to every agent query.

Read the security & trust docs →

SOC 2 controls

Single sign-on (SSO)

Run inside your cloud

Role-based access control (RBAC)

Point your agent at Virgo with one MCP config.

There's one MCP endpoint, no SDK required. Paste the config into Cursor, Claude, or anything MCP-compatible. Your agents start querying the graph.

virgo.mcp.json
{
  "mcpServers": {
    "virgo": {
      "url": "https://your-team.virgo.fyi/mcp"
    }
  }
}
See the MCP integration