Key takeaways
- Built by Shortcut, a project management tool with 50,000+ active organizations — established player adding AI layer
- Repositioned as an 'AI orchestration agent for software teams' — Slack, GitHub, and Cursor connectors are now live (formerly Coming Soon)
- Vendor-reported gains: a customer testimonial cites 37% velocity increase; Shortcut claims early teams move 40% faster
- Interaction-based pricing ($59/250 interactions) differs from traditional seat-based models; free trial now 250 interactions
- Zero data retention agreement with Anthropic — strong privacy positioning for enterprise
FAQ
What is Korey?
Korey is an AI orchestration agent built by Shortcut that helps product engineering teams create specs, assess release risk, track status, and accelerate workflows from idea to shipped feature.
How much does Korey cost?
Korey offers Starter at $59/month (250 interactions), Growth at $149/month (1000 interactions), and custom Enterprise pricing. New teams get 250 free interactions with no credit card required.
Who competes with Korey?
Korey competes with Modem for workflow automation, ChatPRD for spec generation, and native AI features in project management tools like Linear and Jira.
Executive Summary
Korey is an AI agent for product development teams, built by Shortcut — a project management platform with over 50,000 active organizations backed by Greylock and Battery Ventures.
Unlike many AI PM tools that focus on documentation, Korey emphasizes the full workflow: spec creation, task breakdown, stand-up preparation, and release notes. As of June 2026 the positioning has sharpened to "AI orchestration agent for software teams" — synthesizing context from project management, code reviews, and team conversations into actionable intelligence, including release risk assessment and sprint health monitoring. The Slack, GitHub, and Cursor connectors that were "Coming Soon" at launch are now listed as live on all plans.
| Attribute | Value |
|---|---|
| Company | Shortcut (formerly Clubhouse) |
| Founded | 2014 (Shortcut); Korey launched 2025 |
| Funding | Backed by Greylock, Battery Ventures |
| Employees | 50-100 (Shortcut overall) |
| Headquarters | New York, USA |
Product Overview
Korey is an AI agent that integrates with project management tools to automate the administrative overhead of software development. It learns your team's writing style and standards, then applies them to spec generation, updates, and documentation.
Key Capabilities
| Capability | Description |
|---|---|
| Spec Creation | Generate dev-ready specs in your team's writing style |
| Task Breakdown | Break complex ideas into manageable subtasks |
| Auto Release Notes | Convert finished work into non-technical summaries |
| Stand-up Assistant | Compile yesterday's commits, today's priorities, tomorrow's deadlines |
| Capacity Overview | See team availability and assign work to humans or agents |
| Release Risk Assessment | Track and surface release risk changes (e.g., 41% → 72%) in real time |
| Story Creation from Slack | Turn Slack bug reports into Stories with repro steps and acceptance criteria |
Product Surfaces
| Surface | Description | Availability |
|---|---|---|
| Web Interface | Primary interaction point | GA |
| Shortcut Integration | Deep integration with Shortcut PM tool | GA |
| GitHub Integration | Code repository and PR awareness | GA |
| Slack Integration | Story creation and summaries from Slack | GA |
| Cursor Integration | AI coding tool connection | GA (listed connector on all plans) |
| Jira / Asana / Monday / Linear | Cross-PM-tool expansion | Planned |
Technical Architecture
Korey leverages Shortcut's existing project management infrastructure, adding an AI layer powered by Anthropic (Claude).
Key Technical Details
| Aspect | Detail |
|---|---|
| Deployment | Cloud (SaaS) |
| AI Provider | Anthropic (Claude) with Zero Data Retention agreement |
| Integrations | Shortcut, GitHub, Slack, Cursor (live); Jira, Asana, Monday.com, Linear planned |
| Open Source | No |
The Zero Data Retention (ZDR) agreement with Anthropic is notable — user data is never stored or used for model training, a strong privacy stance for enterprise adoption.
Strengths
- Established parent company — Shortcut has 50,000+ organizations and VC backing; Korey inherits credibility
- Workflow focus — Addresses full development cycle, not just documentation
- Privacy-first — ZDR agreement with Anthropic, SOC 2 Type II compliant
- Team-aware — Learns team writing style and applies it consistently
- Integrations shipped — Slack and Cursor connectors moved from "Coming Soon" to live; cross-PM-tool expansion (Jira, Asana, Monday, Linear) on the roadmap
- Quantified claims — Customer testimonial cites 37% velocity increase; Shortcut says early teams move 40% faster (vendor-reported)
Cautions
- Shortcut-centric — Deepest value requires Shortcut adoption; cross-PM-tool integrations (Jira, Asana, Linear) remain planned, not shipped
- Interaction-based pricing — Can be unpredictable for heavy users; 250 interactions/month is limited; subscription interactions don't roll over
- Narrow ecosystem — Limited integrations compared to alternatives like Modem or ChatPRD
- Self-reported metrics — Velocity claims (37-40%) come from vendor testimonials and lack third-party validation
- No independent reviews — Zero Product Hunt reviews and no Hacker News discussion as of June 2026
What Developers Say
Independent community discussion of Korey is essentially nonexistent as of June 2026: the Hacker News post announcing its launch drew zero comments, and its Product Hunt page shows "No reviews yet." The only attributed quote available is vendor-published:
"Using Korey to eliminate friction points led to a 37% increase in engineering velocity." — Matt Powers, CTO at Tatango (testimonial on korey.ai)
Treat all performance claims as vendor-sourced until independent user reports emerge.
Pricing & Licensing
| Tier | Price | Includes |
|---|---|---|
| Free Trial | $0 | 250 interactions for new teams, no credit card required |
| Starter | $59/mo per org | 250 interactions, unlimited seats |
| Growth | $149/mo per org | 1,000 interactions, unlimited seats |
| Enterprise | Custom | SSO, team management, custom interaction volume |
Licensing model: Organization-based subscription with interaction limits — every message to Korey counts as one interaction
Hidden costs: Subscription interactions don't roll over month to month; add-on interactions roll over for one billing period. Heavy-use teams may burn through allocations quickly.
Competitive Positioning
Direct Competitors
| Competitor | Differentiation |
|---|---|
| Modem | Korey focuses on spec/workflow; Modem on feedback triage |
| ChatPRD | Korey is workflow-integrated; ChatPRD is documentation-focused |
| Linear AI | Korey is Shortcut-native; Linear has its own AI features |
| GitHub Copilot Workspace | Korey focuses on PM workflows; Copilot on coding |
When to Choose Korey Over Alternatives
- Choose Korey when: You're already using Shortcut and want AI-powered workflow acceleration
- Choose Modem when: Your primary need is feedback triage and customer communication
- Choose ChatPRD when: You need standalone document generation without PM tool integration
Ideal Customer Profile
Best fit:
- Engineering teams already using Shortcut for project management
- Teams that want AI assistance embedded in their existing workflow
- Organizations with privacy requirements (ZDR agreement is compelling)
Poor fit:
- Teams using Linear, Jira, or other PM tools (integration depth is limited)
- Individual contributors or very small teams (organization pricing may not make sense)
- Teams needing customer-facing features (feedback loops, release notes distribution)
Viability Assessment
| Factor | Assessment |
|---|---|
| Financial Health | Strong (backed by parent company Shortcut with VC funding) |
| Market Position | Niche (Shortcut users) with expansion potential |
| Innovation Pace | Moderate-to-good (Slack and Cursor connectors shipped; Jira/Asana/Monday/Linear expansion announced) |
| Community/Ecosystem | Minimal independent footprint (no HN discussion, no Product Hunt reviews); inherits Shortcut's 50,000+ org base |
| Long-term Outlook | Positive if Shortcut maintains market position |
Korey benefits from Shortcut's established customer base but faces the challenge of expanding beyond Shortcut users — the announced Jira, Asana, Monday.com, and Linear integrations are the bet on breaking out of that niche. The PM tool market is competitive, and AI features are becoming table stakes across all players.
Bottom Line
Korey is a well-positioned AI agent for teams already invested in the Shortcut ecosystem, and it has executed on its roadmap: the Slack and Cursor connectors that were "Coming Soon" at launch are now live. The privacy stance (ZDR with Anthropic, SOC 2 compliance) makes it enterprise-friendly, and the orchestration focus — release risk, sprint health, status synthesis — goes beyond simple documentation.
Recommended for: Engineering teams using Shortcut who want AI-powered workflow automation without changing tools.
Not recommended for: Teams using other PM tools (Jira/Asana/Linear integrations are announced but not shipped), or those needing customer-facing features like feedback collection and release note distribution.
Outlook: Korey's success is tied to Shortcut's market position, though the announced cross-PM-tool integrations could broaden its addressable market. The near-total absence of independent user discussion makes its vendor-reported velocity gains hard to verify; watch for third-party validation as adoption grows.
Research by Ry Walker Research • methodology
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