TurnvagueticketsintospecsgroundedinYOURcodebase

Ordnami searches your code, docs, Slack history, and past tickets to write specs that actually match how your team builds.

Vague Ticket

The hidden cost of vague tickets

0%1
of developer time lost to unclear requirements
0+ hrs2
per week waiting on blocked tickets
0%3
of defects traced to requirements issues
0x4
daily context switches for developers on average

1 Stripe Developer Coefficient Report·2 Atlassian State of Teams Report·3 IEEE Software Requirements Engineering Study·4 Microsoft Research Developer Productivity Study

Everything your PM does, automated

Refine

Transform vague tickets into implementation-ready specs

  • ·Agentic refinement loop with clarifying questions
  • ·Structured specs with acceptance criteria
  • ·Fibonacci estimation with team-calibrated rubrics
  • ·Custom instructions for your conventions

Know

Your entire product context, always searchable

  • ·10+ sources: GitHub, Slack, Notion, Confluence, Zendesk, Looker
  • ·Hybrid search (semantic + keyword)
  • ·Auto-sync keeps everything up to date
  • ·Ask questions, get cited answers

Automate

Ordnami takes action across your tools

  • ·MCP server for AI coding agentsCursor, Copilot, Claude Code
  • ·Auto-update Linear, GitHub, Confluence
  • ·Convert complex specs into projects with sub-tasks
  • ·Roadmap sync keeps Confluence pages current

How Ordnami works

Ticket created
Ordnami analyzes
Questions in Slack
Spec delivered
Ticket created
Someone creates a vague ticket in Linear
LIN-1842: users can't login sometimes
Created by: Sarah Chen
Priority: Medium
Description: (empty)
Works with the tools you already use — and more coming soon
Linear
Slack
GitHub
Confluence
Notion
HubSpot
Zendesk
Looker
Jira
Asana
Google Drive
Intercom
Salesforce
Datadog
AWS
Email

Results from teams using Ordnami

“Ordnami turned our 3-day spec writing process into a 30-minute async conversation. Our engineers finally have the context they need before writing a single line of code.”
— VP of Engineering, 85-person SaaS company
0%
less back-and-forth
0%
fewer blocked tickets
0 hrs
saved per spec
Based on early customer results

Simple, transparent pricing

All plans include 14-day free trial. No credit card required.

Starter

Free

For small teams getting started

  • 1 team member
  • 5 specs/month
  • Linear + Slack
  • 1 concurrent session
Get Started

Pro

Popular
$49/month

For growing engineering teams

  • 10 team members
  • 50 specs/month
  • All integrations
  • Custom instructions
  • 5 concurrent sessions
Start Free

Enterprise

Custom

For large organizations

  • Unlimited members
  • Unlimited specs
  • Everything in Pro, plus:
  • SSO/SAML
  • Dedicated support
  • 20 concurrent sessions
Book Demo

Frequently asked questions

Everything you need to know about Ordnami.

Ordnami connects to your GitHub repositories and builds a knowledge base using hybrid search (semantic + keyword). It indexes your code, pull requests, and commit history so that every spec it generates references actual files, functions, and patterns in your codebase.

All data is encrypted in transit (TLS 1.2+) and at rest (AES-256). Your codebase and product data are tenant-isolated on AWS infrastructure. We never use customer data to train models. See our security page for details on our SOC 2-aligned practices.

Ordnami integrates with Linear, Slack, GitHub, Confluence, Notion, Zendesk, Looker, Jira, Asana, Google Drive, Intercom, Salesforce, Datadog, AWS, HubSpot, and email. New integrations are added regularly based on customer requests.

Yes. Ordnami includes an MCP (Model Context Protocol) server that exposes your knowledge base and specs to AI coding agents. Cursor, GitHub Copilot, and Claude Code can all query Ordnami for context while writing code.

General-purpose AI assistants don't have access to your codebase, Slack history, or past tickets. Ordnami is purpose-built for product management — it searches your actual tools and generates specs grounded in how your team builds, not generic templates.

The Starter plan is free forever and includes 1 team member, 5 specs per month, Linear and Slack integrations, and 1 concurrent session. No credit card required to start. You can upgrade to Pro ($49/month) anytime for more capacity and all integrations.

Most teams are up and running in under 10 minutes. Connect your Linear and Slack accounts, authorize GitHub access, and Ordnami starts building your knowledge base automatically. The first spec can be generated within minutes of setup.

No. Ordnami handles the time-consuming parts of spec writing — gathering context, searching code, and structuring requirements. Your PM still makes the product decisions. Think of it as an AI assistant that does the research so your team can focus on strategy.

Stop writing specs. Start shipping.

14-day free trial. No credit card required.